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• MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers

  Zhiqiang Wang, Yichao Gao, Yanting Wang, Suyuan Liu, Haifeng Sun, Haoran Cheng, Guanquan Shi, Haohua Du, Xiangyang Li

  35811-35819

  2026-03-14

• GUIC: Certified Graph Unlearning with Individual Fairness Guarantees

  Zichong Wang, Tongliang Liu, Wenbin Zhang

  35820-35828

  2026-03-14

• ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models

  Zihan Wang, Rui Zhang, Hongwei Li, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Guowen Xu

  35829-35837

  2026-03-14

• MPMA: Preference Manipulation Attack Against Model Context Protocol

  Zihan Wang, Rui Zhang, Yu Liu, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Hongwei Li, Guowen Xu

  35838-35846

  2026-03-14

• Robust Learning from Noisily Labeled Long-Tailed Data via Fairness Regularizer

  Jiaheng Wei, Zhaowei Zhu, Gang Niu, Tongliang Liu, Sijia Liu, Masashi Sugiyama, Yang Liu

  35847-35856

  2026-03-14

• Efficiently Computing Compact Formal Explanations

  Min Wu, Xiaofu Li, Haoze Wu, Clark Barrett

  35857-35866

  2026-03-14

• ARIW-Framework: Adaptive Robust Iterative Watermarking Framework

  Shaowu Wu, Liting Zeng, Wei Lu

  35867-35875

  2026-03-14

• BeDKD: Backdoor Defense Based on Directional Mapping Module and Adversarial Knowledge Distillation

  Zhengxian Wu, Juan Wen, Wanli Peng, Yinghan Zhou, Changtong Dou, Yiming Xue

  35876-35884

  2026-03-14

• A Content-Preserving Secure Linguistic Steganography

  Lingyun Xiang, Chengfu Ou, Xu He, Zhongliang Yang, Yuling Liu

  35885-35893

  2026-03-14

• CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning

  Jie Xiao, Yuhao Huang, Yanjiao Gao, Aizhu Liu, Zhezhao Yang, Xinyue Yu, Qianwei Zhou, Fan Terry Zhang

  35894-35902

  2026-03-14

• Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks

  Yaxin Xiao, Qingqing Ye, Zi Liang, Haoyang Li, RongHua Li, Huadi Zheng, Haibo Hu

  35903-35912

  2026-03-14

• LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis

  Huiyuan Xie, Chenyang Li, Huining Zhu, Chubin Zhang, Yuxiao Ye, Zhenghao Liu, Zhiyuan Liu

  35913-35921

  2026-03-14

• Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception

  Yuankun Xie, Ruibo Fu, Xiaopeng Wang, Zhiyong Wang, Songjun Cao, Long Ma, Haonan Cheng, Long Ye

  35922-35930

  2026-03-14

• HealSplit: Towards Self-Healing Through Adversarial Distillation in Split Federated Learning

  Yuhan Xie, Chen Lyu

  35931-35939

  2026-03-14

• iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

  Zixun Xiong, Gaoyi Wu, Qingyang Yu, Mingyu Derek Ma, Lingfeng Yao, Miao Pan, Xiaojiang Du, Hao Wang

  35940-35948

  2026-03-14

• Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?

  Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji

  35949-35957

  2026-03-14

• When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing

  Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong

  35958-35966

  2026-03-14

• Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack

  Jing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Guang Dai

  35967-35975

  2026-03-14

• The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans?

  Yuan Xun, Xiaojun Jia, Xinwei Liu, Simeng Qin, Hua Zhang

  35976-35984

  2026-03-14

• BLM-Guard: Explainable Multimodal Ad Moderation with Chain-of-Thought and Policy-Aligned Rewards

  Yiran Yang, Zhaowei Liu, Yuan Yuan, Yukun Song, Xiong Ma, Yinghao Song, Xiangji Zeng, Lu Sun, Yulu Wang, Hai Zhou, Shuai Cui, Zhaohan Gong, Jiefei Zhang

  35985-35993

  2026-03-14

• Hashed Watermark as a Filter: A Unified Defense Against Forging and Overwriting Attacks in Neural Network Watermarking

  Yuan Yao, Jin Song, Jian Jin

  35994-36002

  2026-03-14

• MacPrompt: Maraconic-Guided Jailbreak Against Text-to-Image Models

  Xi Ye, Yiwen Liu, Lina Wang, Run Wang, Geying Yang, Yufei Hou, Jiayi Yu

  36003-36011

  2026-03-14

• SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge

  Adeel Yousaf, Joseph Fioresi, James Beetham, Amrit Singh Bedi, Mubarak Shah

  36012-36020

  2026-03-14

• Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs

  Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie

  36021-36029

  2026-03-14

• Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning

  Chenyu Zhang, Lanjun Wang, Yiwen Ma, Wenhui Li, Guoqing Jin, Anan Liu

  36030-36038

  2026-03-14