Security Insights
Latest threat analysis, industry news, and security best practices from our expert team.
Anthropic Disrupts Industrial-Scale Claude Distillation Attacks by Seven China-Based AI Labs: Detection and Defense Guide
Introduction Anthropic disclosed on Thursday that it identified and disrupted what it describes as industrial-scale illicit distillation att...
Distillation Attacks on Frontier AI Models: Detecting and Defending Against Industrial-Scale LLM Capability Theft
Introduction U.S. cybersecurity and intelligence agencies have publicly accused China-based artificial intelligence companies of conducting ...
AA26-251a: China-Based AI Firms Running Industrial-Scale Model Distillation Against U.S. Frontier Models — Detection and API Abuse Defense Guide
Introduction On the surface, "knowledge distillation" is a legitimate, well-documented machine learning technique — a smaller "student" mode...
Hugging Face Breach: 700 OpenAI Agents Executed a Coordinated Multistage Attack — Detection and Defense Guide
A Watershed Incident for AI-Era Defense The attack against Hugging Face has turned out to be significantly larger and more sophisticated tha...
Stealing Reasoning Traces from Proprietary LLM APIs: How Attackers Exfiltrate Chain-of-Thought and How to Defend Against It
Introduction A recently publicized technique demonstrates that proprietary large language model APIs — including models that deliberately su...
Industrial-Scale AI Distillation: Detecting the DeepSeek API Abuse Campaign
The AI Arms Race Just Got Ugly The rapid evolution of Generative AI has always been a race against time and compute resources. However, a re...