Security Insights
Latest threat analysis, industry news, and security best practices from our expert team.
AI Offensive Agents: Detection and Defense Against T3MP3ST, Strix, and PentestGPT Abuse
Introduction The democratization of offensive capabilities has accelerated dramatically with the weaponization of Autonomous AI Offensive Se...
Securing AI Workflows: Deploying Falcon AIDR for Copilot Studio and Claude Code
Introduction The integration of Generative AI into the enterprise workflow has shifted from experimentation to critical infrastructure. With...
AI in Penetration Testing: Precision Engineering and the Rise of Agentic Hacking
The narrative surrounding the "Mythos" model suggests it has single-handedly invented automated penetration testing. It hasn't. While the in...
AI Agent Sandbox Escapes: Defending Against LLM Container Breakouts
Introduction The rapid integration of Generative AI and autonomous agents into enterprise infrastructure has introduced a new, volatile atta...
Artifactory Zero-Day Exploitation: LLM Environment Escape Detection and Hardening
Artifactory Zero-Day Exploitation: LLM Environment Escape Detection and Hardening Introduction Security researchers at JFrog have confirmed ...
LLM Cliché Highlighter: Defending Against AI-Generated Social Engineering
Introduction As we progress through 2026, the sophistication of social engineering attacks has outpaced traditional detection mechanisms. Th...
Agent Data Injection: Defending AI Agents from Malicious Input Manipulation
Introduction The integration of Large Language Model (LLM) agents into operational workflows—from code review to e-commerce automation—has i...
GPT-Red and the Hardening of GPT-5.6 Sol: Defending Against Automated Prompt Injection
Introduction OpenAI has dropped a curtain on its internal security operations with the disclosure of GPT-Red, an automated red-teaming model...
TuxBot v3: Defending Against LLM-Enhanced IoT Botnets
Introduction The emergence of TuxBot v3 marks a significant evolution in the IoT threat landscape. According to Unit 42, this botnet framewo...