Guardian of the Red Team: How Guardian Orchestrates Gemini, GPT-4 and 19 Top Security Tools for Smarter Pentesting

Guardian of the Red Team: How Guardian Orchestrates Gemini, GPT-4 and 19 Top Security Tools for Smarter Pentesting

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

Chrome 0‑Day Under Active Attack: CVE‑2026‑2441 — What You Need to Do Now

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

When Money Talks and Machines Mimic: Ransomware, Extortion, and the AI Arms Race in Cybersecurity

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