The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage

Name: The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage
Uploaded: 2026-01-27T00:00:00.000Z
Duration: 48 min 47 s
Description: Skyler (USC) presents the N-gram Coverage Attack, a black-box membership inference attack (MIA). It tests whether a language model was trained on a given document using only the model's text outputs. The model is give...

Google TechTalks · 48:47 · Watch on YouTube

Skyler (USC) presents the N-gram Coverage Attack, a black-box membership inference attack (MIA). It tests whether a language model was trained on a given document using only the model's text outputs. The model is give...

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