{"data":{"id":"134fdc24-bd3c-448c-866e-d4f590f021b8","title":"Getting the hang of machine learning","summary":"A security researcher describes their year-long study of machine learning and AI fundamentals, with the goal of understanding how to build and then attack ML systems. The post outlines their learning approach, courses, and materials for others interested in starting adversarial machine learning (attacking ML systems).","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://embracethered.com/blog/posts/2020/machine-learning-basics/","publishedAt":"2020-09-02T01:00:00.000Z","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":0.65,"researchCategory":null,"atlasIds":null}}