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arxiv_cs_lg · Nov 4, 2026 · paper

Source brief

Fingerprinting the Dispatchers behind Distributed Model Extraction

arxiv.orgNov 4, 2026
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In brief

API distillation campaigns try to hide model-stealing traffic by splitting requests across thousands of load-balanced accounts, which standard content classifiers often miss. However, request timestamps, specifically arrival time and stream completion time, reveal the underlying

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