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1. awesome-llm-copyright-protection awesome-llm-copyright-protection Public

   A curated collection of research and techniques for protecting intellectual property of large language models, including watermarking, fingerprinting, and more.

   Python 52 8

2. EverTracer EverTracer Public

   [EMNLP2025 MainConference] EverTracer introduces a stealthy and robust gray-box fingerprinting method that verifies large language model ownership by detecting memorized natural-language fingerprin…

   Python 20 1

3. CTCC CTCC Public

   [EMNLP2025 MainConference] We propose CTCC, a stealthy and robust fingerprinting framework that embeds ownership traces in large language models via semantically structured multi-turn conversation …

   Python 19

4. theshi-1128/awesome-agent-communication-security theshi-1128/awesome-agent-communication-security Public

   A curated collection of research and techniques on securing agent communication in Large Language Model (LLM)–based agent systems, including protocols, security risks, defense countermeasures, and …

   HTML 28 3

5. AdaMARP AdaMARP Public

   [ACL2026 Finding]We propose an adaptive multi-agent interaction framework, dubbed AdaMARP, featuring an immersive message format that interleaves [Thought], (Action), <Environment>, and Speech, tog…

   HTML 25

6. ForgetMark ForgetMark Public

   [ICASSP2026]ForgetMark — Stealthy fingerprinting for LLMs via targeted unlearning: build human‑readable key–value sets, embed probabilistic traces, and verify ownership with probability or sematic …

   Python 3 1