Guardian is an open-source, AI-driven penetration testing framework that leverages multiple large language models to automate intelligent, evidence-backed security assessments. Designed for enterprise use, it combines a multi-agent architecture with a broad toolset to accelerate reconnaissance, triage, and reporting while preserving human oversight. What is Guardian? Guardian is an AI-powered penetration testing automation framework developed by Zakir Kun and available
Category: Hacking and Exploits
Web-Hacking, 0-Day, Malware, Ransomware, Exploit, Vulnerabilities, Privilege-Flaw, Privilege-Escalation, Zero-Day, Exploit, Jailbreak, Penetration-Testing, Trojan, Spyware, Rootkit, Worm, Backdoor, Payload, Obfuscation, DDoS, Phishing, MITM, Spoofing, Brute-force, Port-Scan, SQLi, XSS, CSRF, Path-Traversal, LFI, RFI, Insecure-Deserialization, Buffer-Overflow, CVE, Exploit-Kit, Shellcode, bug bounty, ethical hacking, CTF, capture the flag, offensive security, red team exercise, exploit development, reverse engineering, vulnerability research
Chrome 0‑Day Under Active Attack: CVE‑2026‑2441 — What You Need to Do Now
Google has released an emergency patch for a high‑severity zero‑day in Chrome after confirming active exploitation in the wild. Tracked as CVE‑2026‑2441, the vulnerability is a use‑after‑free bug in Chrome’s CSS handling that can enable remote code execution when a user visits crafted web content. How the flaw works CVE‑2026‑2441 arises from improper lifecycle management of objects in the rendering
From The Blinking Cursor to The Thinking Machine: A Memoir of Automation
There is a specific kind of silence that only exists in a server room late at night. It isn’t actually quiet—the fans are screaming, the air conditioning is humming like a jet engine, and the hard drives are clicking in a chaotic rhythm. But for those of us who have spent the last two decades in IT, it feels silent
When Money Talks and Machines Mimic: Ransomware, Extortion, and the AI Arms Race in Cybersecurity
The landscape of cyber threats has shifted decisively toward financially motivated crime. Extortion and ransomware now drive more than half of attacks with known motivations, as opportunistic criminal groups scale operations with automated tooling and AI. Speed, automation, and deception combine to inflict outsized damage on vulnerable organizations and public services. Why extortion and ransomware dominate Ransomware and extortion target
Do not trust any public VPN service, Create your own Secure SOCKS5 Proxy for just $5 – Be Free :)
If someone ask me to recommend one good proxy service, I would recommend none. Why should I trust any of them, as they can do what ever they want with my internet traffic, we don’t have any control over them, nor we should trust their privacy policy. So, what will be the solution? Very simple, create your own in pubic
Playing with String in PowerShell
As being a Windows Administrator I use PowerShell every day and the best part of it is, I learn something new every day. In simple word PowerShell can make your life easier, and I think you all agreed with it. I often requested to pull various reports from various sources and it was not always possible to get the exact report





