3 papers
cs.AI2025
CredID: Credible Multi-Bit Watermark for Large Language Models Identification
Haoyu Jiang, Xuhong Wang, Ping Yi +2
Large Language Models (LLMs) are widely used in complex natural language processing tasks but raise privacy and security concerns due to the lack of identity recognition. This pape…
cs.CR2024
Building Intelligence Identification System via Large Language Model Watermarking: A Survey and Beyond
Xuhong Wang, Haoyu Jiang, Yi Yu +7
Large Language Models (LLMs) are increasingly integrated into diverse industries, posing substantial security risks due to unauthorized replication and misuse. To mitigate these co…
cs.LG2024
Magnitude-based Neuron Pruning for Backdoor Defens
Nan Li, Haoyu Jiang, Ping Yi
Deep Neural Networks (DNNs) are known to be vulnerable to backdoor attacks, posing concerning threats to their reliable deployment. Recent research reveals that backdoors can be er…