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[ SOC ANALYST × AI SECURITY LAB ] // Est. 2024
#!/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!")┌──────────────────────────────────────────────────────────────┐
│ 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 responseComplete 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! 🔔 │
└─────────────────────────────────────────────────────────────────┘| 🔴 Red Team (Attack) | ➡️ | 🔵 Blue Team (Defend) | ➡️ | 🟣 Purple Team (Evolve) |
|---|---|---|---|---|
Adversary Emulation | ⚡ | SIEM Alert Tuning | ⚡ | Detection Gap Analysis |
MITRE ATT&CK Mapping | ⚡ | Log Source Validation | ⚡ | Coverage Heat Maps |
Payload Development | ⚡ | EDR/XDR Response | ⚡ | Automated Playbooks |
Lateral Movement | ⚡ | Network Forensics | ⚡ | Kill Chain Validation |
Privilege Escalation | ⚡ | Incident Response | ⚡ | TTPs → Sigma Rules |
╔═══════════════════════════════════════════════════════════════════════╗
║ 🟣 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 ♻️ ║
╚═══════════════════════════════════════════════════════════════════════╝



