cyebrsecurity

AlgoCrawl: Dual-depth web crawler for static & dynamic websites built for penetration testing.

An interactive Python script designed to perform brute force login attacks on a target web application.

🛡️ Email Guardian - AI-powered email security scanner that detects spam and phishing attempts using a fine-tuned DistilBERT and optional LLM validation. Features web interface, CLI tool, and comprehensive analytics.

Defensive Active Directory hardening & deception dashboard

Microsoft Sentinel SOC Lab demonstrating end-to-end SIEM operations, threat hunting, and detection engineering. Covers Azure/Windows log collection, KQL detections, Atomic Red Team attack simulations, incident investigation, PowerShell, and MITRE ATT&CK mapping.

Cybersecurity learning portfolio – TryHackMe write-ups, study notes, and SOC Analyst career journey

Resources/Blogs/infected

AI-powered vulnerability analysis platform that transforms Nmap XML scans into actionable security findings with CVE enrichment, risk scoring, PDF reporting, and a Flask dashboard.

To prevent unauthorized access, we’ll set up ACLs so Team 1, working on Website 1, can’t access Website 2, and Team 2, working on Website 2, can’t access Website 1.

A Live Cloud SOC project using Azure Sentinel & Logic Apps to detect and automatically block RDP brute-force attacks from global botnets.

Splunk SOC investigation analyzing suspicious login activity, encoded PowerShell execution, outbound network connections, IOCs, MITRE ATT&CK mapping, and severity classification.

A modular URL security scanner designed to detect phishing and malicious websites. It analyzes URL structure, domain and WHOIS information, SSL/TLS security, HTTP redirects, and threat intelligence to identify suspicious activity and generate risk scores for safer web navigation.

Independent research on LLM alignment limits in multi-model architectures (LLM-in-the-Middle)

Secure banking network simulation using Cisco Packet Tracer with VLANs, ACLs, DMZ, VPN, OSPF, NAT, and HSRP.

Maps raw incident logs onto MITRE ATT&CK and returns containment and remediation steps. Deterministic detection rules plus hybrid BM25 and vector retrieval, with every finding labelled by which layer found it.

Password Strength Checker A command-line tool written in Python to evaluate password strength instantly. It analyzes length, character variety, and entropy, then categorizes passwords as weak, medium, or strong. Optional dictionary and pattern checks help catch common pitfalls.

A modular malware detection framework for analyzing suspicious files using static and dynamic analysis. It extracts file features, examines PE and byte-code patterns, applies signature and heuristic detection, classifies threats, calculates risk scores, and generates security reports.

Advanced Bash-based Linux firewall using iptables with stateful inspection, honeyport intrusion detection, and automated IP banning for real-time host protection.

NETRA (नेत्र) is an AI-assisted security orchestration platform that automates vulnerability scanning, validation, compliance mapping, and reporting in a single workflow.

🚨 Enhance email security with AI-driven spam detection for a cleaner inbox and improved user experience.