CoTSRF: Utilize Chain of Thought as Stealthy and Robust Fingerprint of Large Language Models
Authors: Zhenzhen Ren, GuoBiao Li, Sheng Li, Zhenxing Qian, Xinpeng Zhang | Published: 2025-05-22
Fingerprinting Method
DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection
Authors: Yuliang Yan, Haochun Tang, Shuo Yan, Enyan Dai | Published: 2025-05-22
FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition
Authors: Zhenhua Xu, Wenpeng Xing, Zhebo Wang, Chang Hu, Chen Jie, Meng Han | Published: 2024-09-13
Unveiling the Digital Fingerprints: Analysis of Internet attacks based on website fingerprints
Authors: Blerim Rexha, Arbena Musa, Kamer Vishi, Edlira Martiri | Published: 2024-09-01
Erasing Radio Frequency Fingerprints via Active Adversarial Perturbation
Authors: Zhaoyi Lu, Wenchao Xu, Ming Tu, Xin Xie, Cunqing Hua, Nan Cheng | Published: 2024-06-11 | Updated: 2024-06-12
Large Language Models as Carriers of Hidden Messages
Authors: Jakub Hoscilowicz, Pawel Popiolek, Jan Rudkowski, Jedrzej Bieniasz, Artur Janicki | Published: 2024-06-04 | Updated: 2025-05-05
ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models
Authors: Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou | Published: 2024-05-03 | Updated: 2024-09-10
Locality Sensitive Hashing for Network Traffic Fingerprinting
Authors: Nowfel Mashnoor, Jay Thom, Abdur Rouf, Shamik Sengupta, Batyr Charyyev | Published: 2024-02-12
Instructional Fingerprinting of Large Language Models
Authors: Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen | Published: 2024-01-21 | Updated: 2024-04-03
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication
Authors: Hyunmin Choi, Simon Woo, Hyoungshick Kim | Published: 2023-12-18 | Updated: 2024-04-01