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Automating Privacy Reviews with LLMs: Challenges & OpportunitiesBridge Summit 20252025-02-05
Experiments show LLMs classifying privacy reviews with false negatives comparable to a junior reviewer and summarizing documents to cut reviewer words by about…
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Panel: Privacy Design Patterns for AI Systems: Threats and ProtectionsPEPR '242024-06-03
Panelists lay out concrete defenses and gaps: build an inventory, tag data at collection, and run anomaly detection and red‑team/pen‑test campaigns to find…
Panel on
Automating Technical Privacy Reviews Using LLMsPEPR '242024-06-03
Proof-of-concept assesses 80 HERE and 60 Uber architecture documents (half labelled containing at least one privacy risk) using GPT-4 and locally deployed…
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