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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Ak-cybe (Amresh kumar ) · GitHub
Skip to content
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
Footer

Pinned Loading

  1. web-llm-attacksweb-llm-attacksPublic

    Comprehensive red team methodology for Web LLM attacks, topics: llm-security, prompt-injection, web-security, red-teaming, owasp, agentic-ai

    Python 4 3

  2. SOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingSOC-Lateral-Movement-Detection-with-MITRE-ATT-CK-MappingPublic

    Built using Splunk and Elastic SIEM with multi-stage correlation rules, false-positive handling, investigation playbooks, incident reports, and MITRE ATT&CK mapping (T1110, T1078, T1021, T1078.002).

    Python 1

  3. AWS-Security-ProjectsAWS-Security-ProjectsPublic

    A comprehensive collection of AWS Security projects covering Identity & Access Management (IAM), Compute Security (EC2), and Network Security. Perfect for AWS practitioners and Cybersecurity learners

    2 2

  4. soc-roadmap-2026soc-roadmap-2026Public

    Complete SOC Analyst Training Roadmap 2026: 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

    166 20

  5. cyber-awareness-hubcyber-awareness-hubPublic

    JavaScript

  6. splunk-soc-dashboardsplunk-soc-dashboardPublic

    🛡️ Interactive SOC Security Dashboard in Splunk Enterprise | Real-time threat monitoring with 2,500+ security events | MITRE ATT&CK mapping | User risk scoring | 10+ interactive visualizations | Co…

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); Ak-cybe (Amresh kumar ) · GitHub
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Ak-cybe/README.md
Matrix Typing

Roles

viewsthreatstatus

 ██████╗██╗ ██╗██████╗ ███████╗██████╗ ███████╗███████╗ ██████╗
██╔════╝╚██╗ ██╔╝██╔══██╗██╔════╝██╔══██╗ ██╔════╝██╔════╝██╔════╝
██║ ╚████╔╝ ██████╔╝█████╗ ██████╔╝ ███████╗█████╗ ██║ ██║ ╚██╔╝ ██╔══██╗██╔══╝ ██╔══██╗ ╚════██║██╔══╝ ██║ ╚██████╗ ██║ ██████╔╝███████╗██║ ██║ ███████║███████╗╚██████╗
╚═════╝ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚══════╝╚══════╝ ╚═════╝
[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
Hacker Animation

� Hacker Philosophy

  • [+] AI won't replace hackers...
  • [+] ...hackers WITH AI will.
  • [+] Defend quietly. Report clearly.
  • [+] Iterate fast.
  • [+] Hack the problem, NOT the rules.
  • [+] Anticipate. Detect. Contain. Learn.
  • [✓] PHILOSOPHY LOADED!

$ whoami

#!/usr/bin/env python3"""╔══════════════════════════════════════════════════════════════╗║ AGENT PROFILE: AMRESH ║╚══════════════════════════════════════════════════════════════╝"""classCyberSecurityEnthusiast:
def__init__(self):
self.name="Amresh"self.role="SOC Analyst | AI × CyberSec Researcher"self.location="India 🇮🇳"self.code= ["Python", "C", "C++", "JavaScript", "Bash"]
self.job_status="🟢 OPEN TO WORK — SOC Analyst (L1/L2)"self.ai_skills= {
"LLMs": "Advanced",
"Prompt Engineering": "Expert",
"Custom GPTs/Agents": "Expert",
"Generative AI": "Advanced"
}
self.soc_skills= {
"SIEM": ["Splunk", "Elastic"],
"Threat Detection": "Sigma Rules, YARA",
"Incident Response": "Triage, Containment, Eradication",
"Network Forensics": "Wireshark, Zeek",
"Frameworks": "MITRE ATT&CK, Kill Chain, NIST"
}
self.security_focus= [
"🔐 Network Security",
"🔑 Cryptography", "⚠️ LLM Vulnerabilities",
"🎯 AI Pentesting",
"🚩 CTF Challenges",
"🛡️ SOC Operations & Monitoring"
]
self.certifications= [
"✅ AI for Engineers (Outskill)",
"✅ Generative AI Mastermind",
"✅ Red Teaming for Generative AI (LinkedIn Learning)",
"✅ AI in Cybersecurity: Red & Blue Teaming (LinkedIn Learning)",
"✅ Open-source Intelligence — OSINT (Basel Institute on Governance)",
"✅ SOC Analyst L1 (HaxCamp)"
]
self.currently_learning="LLM Red Teaming & Adversarial ML"self.goal="Land a SOC Analyst role & build AI-driven security tools"defhack_responsibly(self):
return"With great power comes great responsibility 🕷️"me=CyberSecurityEnthusiast()
print(f"[+] {me.name} initialized successfully!")

⚔️ $ cat /etc/arsenal.conf ⚔️

🤖 [ AI & Generative AI ]

🔒 [ Cybersecurity ]

💻 [ Languages & Tools ]



🚀 $ ./current_mission.sh 🚀

┌──────────────────────────────────────────────────────────────┐
│ MISSION: ACTIVE │
│ CODENAME: SOC-SENTINEL │
├──────────────────────────────────────────────────────────────┤
│ > Building SIEM dashboards & detection rules (Splunk) │
│ > Practicing alert triage & incident response workflows │
│ > Writing Sigma rules for MITRE ATT&CK techniques │
│ > Developing AI-powered SOC automation scripts │
│ > Exploring adversarial prompts & LLM red teaming │
└──────────────────────────────────────────────────────────────┘
📚 sudo cat /var/log/learning_roadmap.log (click to expand)
+ [COMPLETED] SOC Analyst L1 Fundamentals
├── SIEM operations (Splunk, Elastic)
├── Alert triage & escalation workflows
└── Log analysis & correlation
+ [LOADING] SOC Analyst L2 — Advanced
├── Threat hunting with Splunk queries
├── Sigma/YARA rule development
└── Incident response & forensics
+ [LOADING] MITRE ATT&CK Mastery
├── Technique-to-detection mapping
├── ATT&CK coverage heat maps
└── Purple team exercises
+ [LOADING] LLM Red Teaming & AI Security
├── Adversarial prompt attacks & defenses
├── AI-assisted vulnerability discovery
└── Secure agent patterns
+ [LOADING] Cloud Security (AWS)
├── CloudTrail & GuardDuty monitoring
├── IAM hardening & least privilege
└── Cloud incident response

📊 $ neofetch --github-stats 📊

trophies

statstop langs

streak

activity graph


🌟 $ ls -la /projects/featured/ 🌟

Complete SOC Analyst Training Roadmap — 14 hands-on projects (SIEM, SOAR, TIP, ML) for automation-first defenders

AWS Security projects covering IAM, EC2 Compute Security, and Network Security for cloud practitioners

Interactive cybersecurity awareness platform — Phishing Simulator, Password Lab, Security Checklist & URL Analyzer

Interactive quiz platform — Create, share & take quizzes with a modern UI

┌─────────────────────────────────────────────────────────────────┐
│ 🚧 COMING SOON - PROJECTS IN DEVELOPMENT 🚧 │
├─────────────────────────────────────────────────────────────────┤
│ ⏳ LLM-Sentinel → Advanced LLM Security Testing Suite │
│ ⏳ AWS Cloud Security → Cloud Infrastructure Hardening Labs │
│ ⏳ SOC Alert Triage → Automated L1 Alert Analysis Pipeline │
│ ⏳ SOC Playbook Engine → IR Playbooks with SOAR Integration │
│ ⏳ Threat Hunt Lab → Proactive Threat Hunting with Splunk │
│ │
│ [!] Follow me to get notified when they go live! 🔔 │
└─────────────────────────────────────────────────────────────────┘

🟣 $ sudo ./purple-team-ops --engage 🟣

Purple Team Typing



⚔️🛡️ [ Convergence Matrix ]

🔴 Red Team (Attack)➡️🔵 Blue Team (Defend)➡️🟣 Purple Team (Evolve)
Adversary EmulationSIEM Alert TuningDetection Gap Analysis
MITRE ATT&CK MappingLog Source ValidationCoverage Heat Maps
Payload DevelopmentEDR/XDR ResponseAutomated Playbooks
Lateral MovementNetwork ForensicsKill Chain Validation
Privilege EscalationIncident ResponseTTPs → Sigma Rules

🛠️ [ Purple Team Arsenal ]




╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 PURPLE TEAM OPERATIONS — TACTICAL OVERVIEW ║
╠═══════════════════════════════════════════════════════════════════════╣
║ ║
║ ⚔️ ATTACK PHASE ║
║ ├── Execute MITRE ATT&CK techniques (T1059, T1078, T1053...) ║
║ ├── Simulate adversary TTPs with Atomic Red Team / CALDERA ║
║ └── Document attack chains & lateral movement paths ║
║ ║
║ 🛡️ DETECT PHASE ║
║ ├── Validate SIEM detection rules fire correctly ║
║ ├── Measure Mean-Time-To-Detect (MTTD) per technique ║
║ └── Identify blind spots in log coverage ║
║ ║
║ 🟣 IMPROVE PHASE ║
║ ├── Write/tune Sigma rules for missed detections ║
║ ├── Update SOC playbooks & escalation workflows ║
║ └── Generate ATT&CK coverage heat maps ║
║ ║
║ [✓] CYCLE: Attack → Detect → Improve → Repeat ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝


🤝 $ netstat -connections 🤝


$ sponsor --buy-coffee

If you find my work helpful, consider supporting me!


╔════════════════════════════════════════════════════════════════════╗
║ "In a world full of scripts, be the one who writes their own." ║
║ — Agent Zero ║
╚════════════════════════════════════════════════════════════════════╝
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