Model X-Ray: Detection of hidden malware in AI model weights using few shot learning

Researchers have developed a technique called Model X-Ray that can detect hidden malware embedded in AI model weights (the numerical parameters that make up a trained AI system) using few-shot learning (training a detector with only a small number of examples). This work addresses a security risk where attackers could hide malicious code inside AI models that might go undetected during normal use.