model theft
2 published articles
Cybersecurity3 min read
Model Security: Specialists vs. Generalists
Why the Best General AI Model Keeps Losing to Narrower Ones on Security
Claude Opus 5's deliberately capped cybersecurity skills, Alibaba's in-session code review, and a new zero-query model-theft technique together show AI security fragmenting into specialized layers rather than converging on one trustworthy general model.
2026-07-28
Vulnerabilities & CVEs3 min read
Side-Channel Attack Steals Cloud AI Models
Model Stealing Attacks on Cloud-Based AI: A New Zero-Query Trojan Method Emerges
A new zero-query attack method called 'Zero-Query Model Stealing' allows adversaries to steal proprietary AI models from cloud APIs without sending any queries, using side-channel information from timing and memory patterns. This raises serious cybersecurity concerns for AI-as-a-service providers.
2026-07-27