Sigil: Server-Enforced Watermarking in U-Shaped Split Federated Learning via Gradient Injection
Authors: Zhengchunmin Dai, Jiaxiong Tang, Peng Sun, Honglong Chen, Liantao Wu | Published: 2025-11-18
Watermark Evaluation
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
Enhancing All-to-X Backdoor Attacks with Optimized Target Class Mapping
Authors: Lei Wang, Yulong Tian, Hao Han, Fengyuan Xu | 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
UAV Individual Identification via Distilled RF Fingerprints-Based LLM in ISAC Networks
Authors: Haolin Zheng, Ning Gao, Donghong Cai, Shi Jin, Michail Matthaiou | Published: 2025-08-18
Characterizing the Sensitivity to Individual Bit Flips in Client-Side Operations of the CKKS Scheme
Authors: Matias Mazzanti, Augusto Vega, Esteban Mocskos | Published: 2025-07-28
On Reconstructing Training Data From Bayesian Posteriors and Trained Models
Authors: George Wynne | Published: 2025-07-24
Early Signs of Steganographic Capabilities in Frontier LLMs
Authors: Artur Zolkowski, Kei Nishimura-Gasparian, Robert McCarthy, Roland S. Zimmermann, David Lindner | Published: 2025-07-03
Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack
Authors: Jing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Ivor Tsang, Guang Dai | Published: 2025-06-03