Ziqi Ding
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2026
Membership Inference Attacks Against Video Large Language Models
This paper presents a black-box membership inference attack (MIA) against Video Large Language Models (VideoLLMs), demonstrating that they are vulnerable by analyzing generation behavior across varying decoding temperatures.
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