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.

Defensive Active Directory hardening & deception dashboard

🛡️ 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.

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.

Resources/Blogs/infected

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.

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.

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

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

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.

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

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

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.

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.

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

GRU autoencoder for time-series network intrusion detection on CICIDS2017, with Isolation Forest ensemble and a live Streamlit demo. NTI team project.

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