PVMark: Enabling Public Verifiability for LLM Watermarking Schemes
Authors: Haohua Duan, Liyao Xiang, Xin Zhang | Published: 2025-10-30
Watermarking Technology
Training-Free In-Context Forensic Chain for Image Manipulation Detection and Localization
Authors: Rui Chen, Bin Liu, Changtao Miao, Xinghao Wang, Yi Li, Tao Gong, Qi Chu, Nenghai Yu | Published: 2025-10-11 | Updated: 2025-10-27
LLM Jailbreak Detection for (Almost) Free!
Authors: Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu | Published: 2025-09-18
Yet Another Watermark for Large Language Models
Authors: Siyuan Bao, Ying Shi, Zhiguang Yang, Hanzhou Wu, Xinpeng Zhang | Published: 2025-09-16
ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models
Authors: Mina Namazi, Alexander Nemecek, Erman Ayday | Published: 2025-06-26
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks
Authors: Zhaoxuan Kan, Husheng Han, Shangyi Shi, Tenghui Hua, Hang Lu, Xiaowei Li, Jianan Mu, Xing Hu | Published: 2025-06-12
Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs
Authors: Filippo Scaramuzza, Giovanni Quattrocchi, Damian A. Tamburri | Published: 2025-05-26
TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent
Authors: Dominik Meier, Jan Philip Wahle, Paul Röttger, Terry Ruas, Bela Gipp | Published: 2025-05-26
Differential Privacy Analysis of Decentralized Gossip Averaging under Varying Threat Models
Authors: Antti Koskela, Tejas Kulkarni | Published: 2025-05-26
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities
Authors: Anton Tkachenko, Dmitrij Suskevic, Benjamin Adolphi | Published: 2025-05-26