{"data":{"id":"29688658-1ac0-44ad-bbad-965330d6b87c","title":"Machine Learning Attack Series: Smart brute forcing","summary":"This post is part of a series about machine learning security attacks, with sections covering how an AI system called Husky AI was built and threat-modeled, plus investigations into attacks against it. The previous post demonstrated basic techniques to fool an image recognition model (a type of AI trained to identify what's in pictures) by generating images with solid colors or random pixels.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://embracethered.com/blog/posts/2020/husky-ai-machine-learning-attack-smart-fuzz/","publishedAt":"2020-09-13T16:04:09.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_evasion"],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["Husky AI"],"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":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.72,"researchCategory":null,"atlasIds":null}}