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Pinned Loading

  1. ThesisThesisPublic

    MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python

  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic

    Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook

  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic

    Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic

    Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python

  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic

    End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic

    Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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" + '
RayaRohith (Rohith) · GitHub
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  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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('^' + ".*" + '
RayaRohith (Rohith) · GitHub
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 · 3
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Pinned
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  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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('^' + ".*" + '
RayaRohith (Rohith) · GitHub
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  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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" + '
RayaRohith (Rohith) · GitHub
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followers
 · 3
following


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Pinned
Loading
  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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('^' + ".*" + '
RayaRohith (Rohith) · GitHub
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followers
 · 3
following


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Pinned
Loading
  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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('^' + ".*" + '
RayaRohith (Rohith) · GitHub
Skip to content
View RayaRohith's full-sized avatar
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3
followers
 · 3
following


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Pinned
Loading
  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    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); }
})();
})();
RayaRohith (Rohith) · GitHub
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 · 3
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  1. ThesisThesisPublic
    
MSc dissertation evaluating targeted website fingerprinting on Tor Browser. Built a traffic collection pipeline and feature extraction framework, then trained Random Forest and SVM classifiers on e…

    Python
  2. Web-Phishing-Detection-using-Machine-LearningWeb-Phishing-Detection-using-Machine-LearningPublic
    
Machine learning system for detecting phishing URLs based on domain identity, URL structure, and SSL indicators. Trained classification models (Random Forest, Decision Tree, SVM) on labelled URL fe…

    Jupyter Notebook
  3. web-app-vulnerability-assessmentweb-app-vulnerability-assessmentPublic
    
Web application vulnerability assessment against DVWA and OWASP Juice Shop. 10 findings across OWASP Top 10 (2021) with CVSS v3.1 scoring, CWE mapping, and remediation recommendations.

  4. ISO27001-ISMS-GRC-PortfolioISO27001-ISMS-GRC-PortfolioPublic
    
Audit-grade ISO/IEC 27001:2022 ISMS portfolio built on a fictional SaaS scenario. Full traceability from risk register to audit findings, CAPA, and closure evidence.

    Python
  5. microsoft-sentinel-soc-labmicrosoft-sentinel-soc-labPublic
    
End-to-end SOC monitoring and incident analysis lab built on Microsoft Sentinel. Includes KQL detection rules for brute force, suspicious sign-ins, privilege escalation, and lateral movement, mappe…

  6. osint-threat-intel-platformosint-threat-intel-platformPublic
    
Description: Automated OSINT-based threat detection and risk assessment platform built during my Hactify internship. Combines Shodan reconnaissance, Nmap scanning, MITRE ATT&CK mapping, CVE/CVSS an…

    Python