TZ-LLM: Protecting On-Device Large Language Models with Arm TrustZone
Authors: Xunjie Wang, Jiacheng Shi, Zihan Zhao, Yang Yu, Zhichao Hua, Jinyu Gu | Published: 2025-11-17
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Robust Client-Server Watermarking for Split Federated Learning
Authors: Jiaxiong Tang, Zhengchunmin Dai, Liantao Wu, Peng Sun, Honglong Chen, Zhenfu Cao | Published: 2025-11-17
ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models
Authors: Siyang Cheng, Gaotian Liu, Rui Mei, Yilin Wang, Kejia Zhang, Kaishuo Wei, Yuqi Yu, Weiping Wen, Xiaojie Wu, Junhua Liu | Published: 2025-11-17
Interpretable Ransomware Detection Using Hybrid Large Language Models: A Comparative Analysis of BERT, RoBERTa, and DeBERTa Through LIME and SHAP
Authors: Elodie Mutombo Ngoie, Mike Nkongolo Wa Nkongolo, Peace Azugo, Mahmut Tokmak | Published: 2025-11-17
Tight and Practical Privacy Auditing for Differentially Private In-Context Learning
Authors: Yuyang Xia, Ruixuan Liu, Li Xiong | Published: 2025-11-17
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
Authors: Lei Wang, Yulong Tian, Hao Han, Fengyuan Xu | Published: 2025-11-17
Whistledown: Combining User-Level Privacy with Conversational Coherence in LLMs
Authors: Chelsea McMurray, Hayder Tirmazi | Published: 2025-11-17
DualTAP: A Dual-Task Adversarial Protector for Mobile MLLM Agents
Authors: Fuyao Zhang, Jiaming Zhang, Che Wang, Xiongtao Sun, Yurong Hao, Guowei Guan, Wenjie Li, Longtao Huang, Wei Yang Bryan Lim | Published: 2025-11-17
SmartPoC: Generating Executable and Validated PoCs for Smart Contract Bug Reports
Authors: Longfei Chen, Ruibin Yan, Taiyu Wong, Yiyang Chen, Chao Zhang | Published: 2025-11-17
SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization
Authors: Xuankun Rong, Wenke Huang, Tingfeng Wang, Daiguo Zhou, Bo Du, Mang Ye | Published: 2025-11-17