{"data":{"id":"6b15599a-6006-4d20-be6a-5f5d72454bd6","title":"Model X-Ray: Detection of hidden malware in AI model weights using few shot learning","summary":"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.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S221421262600147X?dgcid=rss_sd_all","publishedAt":"2026-05-30T18:01:10.008Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_poisoning"],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}