Security Insights
Latest threat analysis, industry news, and security best practices from our expert team.
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...
Operationalizing AI SOC Agents: Moving Beyond Copilots to Autonomous Defense
Introduction Last week, I sat across from a CISO at a Fortune 50 organization to review their Security Operations Center (SOC) roadmap. His ...
GPT-5.6 Sol Usage Limits Relaxed: Managing the Surge in Shadow AI and Automated Abuse
GPT-5.6 Sol Usage Limits Relaxed: Managing the Surge in Shadow AI and Automated Abuse OpenAI has temporarily relaxed usage limits for its mo...