Cybersecurity
Offensive and defensive security tooling explained by a pentester — scanners, exploit frameworks, secrets detection, and the OSS projects shaping modern security work.
372 articles
Cybersecurity
Why This URL Parser Bypass Tool Chooses curl Over Python's HTTP Libraries
Cybersecurity
Noir: The Static Analysis Tool That Hunts Shadow APIs in Your Codebase
Cybersecurity
TRAM: Automated ATT&CK Mapping with Machine Learning for Threat Intelligence
Cybersecurity
How Minefield Uses Roaring Bitmaps to Query 10,000 SBOMs in Seconds
Cybersecurity
Sherlock: How 400+ Social Networks Get Queried with Pattern Matching and Concurrent HTTP Requests
Cybersecurity
Jutsu: Controlling Your Computer With Hand Signs (Even When It's Locked)
Cybersecurity
AIVSS: The First CVSS-Style Framework for Scoring AI System Vulnerabilities
Cybersecurity
How NVIDIA Built an AI Agent to Triage Container Vulnerabilities in Seconds Instead of Days
Cybersecurity
Notify: The Missing Link Between Your CLI Tools and Team Notifications
Cybersecurity
Ax: Building a Multi-Cloud Distributed Scanning Framework with Shell Scripts and Packer
Cybersecurity
Building Nation-State Attack Simulations: Inside APTs-Adversary-Simulation's C2 Architecture
Cybersecurity
Nebula: The AI-Powered Pentesting Assistant That Learns Your Workflow
Cybersecurity
Notify: Broadcasting Alerts Across 20+ Platforms With One Go Function Call
Cybersecurity
CVE-Bench: Testing Whether AI Agents Can Actually Hack
Cybersecurity
CAI: The Uncensored AI Framework Rewriting the Rules of Offensive Security
Cybersecurity
HackBench: Measuring What Happens When LLMs Learn to Exploit Vulnerabilities
Cybersecurity
CyberGym: Building an AI Agent Benchmark on 10TB of Real Vulnerabilities
Cybersecurity
MASAPT: When Academic Multi-Agent Systems Meet Penetration Testing Reality
Cybersecurity
RESTler: How Microsoft Solves the REST API State Problem That Breaking Cloud Services
Cybersecurity
Auto-Exploits: When AI Writes the Proof-of-Concept Code for You
Cybersecurity
Uro: How Static URL Analysis Cuts Pentesting Noise by 90%
Cybersecurity
Building Explainable Offensive Security with Agentic AI: A Deep Dive into Multi-Agent Reconnaissance
Cybersecurity
Strix: AI Agents That Actually Hack Your Code (And Prove It)
Cybersecurity