Position: LLM Watermarking Should Align Stakeholders’ Incentives for Practical Adoption
Authors: Yepeng Liu, Xuandong Zhao, Dawn Song, Gregory W. Wornell, Yuheng Bu | Published: 2025-10-21
透かし技術の堅牢性
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Authors: Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou | Published: 2025-09-25
Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems via Knowledge Asymmetry Exploitation
Authors: Yufei Chen, Yao Wang, Haibin Zhang, Tao Gu | Published: 2025-07-31
Empirical Evaluation of Concept Drift in ML-Based Android Malware Detection
Authors: Ahmed Sabbah, Radi Jarrar, Samer Zein, David Mohaisen | Published: 2025-07-30
Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection
Authors: Zhihong Liang, Xin Wang, Zhenhuang Hu, Liangliang Song, Lin Chen, Jingjing Guo, Yanbin Wang, Ye Tian | Published: 2025-07-30
SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection
Authors: Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma | Published: 2025-07-30
Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness
Authors: Peiru Yang, Xintian Li, Wanchun Ni, Jinhua Yin, Huili Wang, Guoshun Nan, Shangguang Wang, Yongfeng Huang, Tao Qi | Published: 2025-06-09
CEE: An Inference-Time Jailbreak Defense for Embodied Intelligence via Subspace Concept Rotation
Authors: Jirui Yang, Zheyu Lin, Zhihui Lu, Yinggui Wang, Lei Wang, Tao Wei, Xin Du, Shuhan Yang | Published: 2025-04-15 | Updated: 2025-07-31
Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application
Authors: Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou | Published: 2025-03-10 | Updated: 2025-07-31
Provable Robust Watermarking for AI-Generated Text
Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13