{"data":{"id":"ed51299d-aa53-4fb8-a434-de5309d825ee","title":"MLSecOps Podcast: AI Red Teaming and Threat Modeling Machine Learning Systems","summary":"This is a podcast episode about AI red teaming (simulated attacks to find weaknesses in AI systems) and threat modeling (planning for potential security risks) in machine learning systems. The episode explores how traditional security practices can be combined with machine learning security to better protect AI applications from attacks.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://embracethered.com/blog/posts/2023/mlsecops-podcast-ai-red-teaming/","publishedAt":"2023-04-28T03:59:51.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","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":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}