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cs.CR2026
A Behavioral Fingerprint for Large Language Models: Provenance Tracking via Refusal Vectors
Zhenyu Xu, Victor S. Sheng
Protecting the intellectual property of large language models (LLMs) is a critical challenge due to the proliferation of unauthorized derivative models. We introduce a novel finger…
cs.CR2024★ 1 cited
Signal Watermark on Large Language Models
Zhenyu Xu, Victor S. Sheng
As Large Language Models (LLMs) become increasingly sophisticated, they raise significant security concerns, including the creation of fake news and academic misuse. Most detectors…