{"data":{"id":"d9b2036c-767e-4d0a-b2f6-0ea3c84f15cf","title":"Video: Building and breaking a machine learning system","summary":"This is a YouTube talk about building and breaking machine learning systems, presented at a security conference (GrayHat Red Team Village). The speaker is exploring whether to develop this content into a hands-on workshop where participants could practice these concepts.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://embracethered.com/blog/posts/2020/learning-by-doing-building-and-breaking-machine-learning-red-team-hacking/","publishedAt":"2020-11-05T23:30:00.000Z","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":0.72,"researchCategory":null,"atlasIds":null}}