behavioral-fingerprinting

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#behavioral-fingerprinting

Behaviorally fingerprinting Ox Alpha's provenance

Hacker News Top ↗ · 2026-08-25 Cached

The article analyzes the provenance and censorship behavior of the Ox Alpha AI model, identifying it as part of the GLM family and revealing a unique censorship pattern on specific topics like domestic incidents.

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#behavioral-fingerprinting

Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces

Hugging Face Daily Papers ↗ · 2026-05-14 Cached

This paper demonstrates that websites can identify which large language model powers a browsing agent by analyzing its behavioral patterns and timing data, achieving up to 96% F1 score across 14 frontier LLMs. It formalizes this attack surface and shows that random timing delays are insufficient to prevent identification.

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