Security Insights
Latest threat analysis, industry news, and security best practices from our expert team.
Poison Claude Shadow AI: Detecting Unauthorized LLM Access and Data Exfiltration
Introduction In August 2026, cybersecurity researchers uncovered a disturbing trend in the underground economy: the commodification of unaut...
Elastic Agentic SOC Framework: Benchmarking LLMs for Security Workflows
As we navigate through 2026, the integration of Large Language Models (LLMs) into Security Operations Centers (SOCs) has shifted from experi...
Securing LiteLLM Gateways: Detecting Traffic Hijacking and API Key Theft
Introduction The rapid adoption of Large Language Models (LLMs) has centralized trust in AI gateway solutions like LiteLLM. These gateways s...
Defending Against DeepSeek-Powered Autonomous Attacks: LLM-Driven Exploitation
Introduction The cybersecurity landscape has shifted from human-speed attacks to machine-speed campaigns. A recent report highlights a Chine...
Adopting llm-mcp-client 0.1a0: Security Considerations for Stateless MCP Deployments
Introduction On July 31, 2026, the release of llm-mcp-client version 0.1a0 marked a significant update in the ecosystem of Large Language Mo...
GlobaLeaks Security Audit: Leveraging LLMs for Cost-Effective Vulnerability Discovery
Introduction A recent security review of the GlobaLeaks whistleblowing platform has fundamentally challenged our assumptions about the effic...
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...