SoK: Semantic Privacy in Large Language Models
Authors: Baihe Ma, Yanna Jiang, Xu Wang, Guangshen Yu, Qin Wang, Caijun Sun, Chen Li, Xuelei Qi, Ying He, Wei Ni, Ren Ping Liu | Published: 2025-06-30
A Practical and Secure Byzantine Robust Aggregator
Authors: De Zhang Lee, Aashish Kolluri, Prateek Saxena, Ee-Chien Chang | Published: 2025-06-29 | Updated: 2025-07-02
SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning
Authors: Chengcheng Zhu, Ye Li, Bosen Rao, Jiale Zhang, Yunlong Mao, Sheng Zhong | Published: 2025-06-26
ZKPROV: A Zero-Knowledge Approach to Dataset Provenance for Large Language Models
Authors: Mina Namazi, Alexander Nemecek, Erman Ayday | Published: 2025-06-26
Counterfactual Influence as a Distributional Quantity
Authors: Matthieu Meeus, Igor Shilov, Georgios Kaissis, Yves-Alexandre de Montjoye | Published: 2025-06-25
SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models
Authors: Dipayan Saha, Shams Tarek, Hasan Al Shaikh, Khan Thamid Hasan, Pavan Sai Nalluri, Md. Ajoad Hasan, Nashmin Alam, Jingbo Zhou, Sujan Kumar Saha, Mark Tehranipoor, Farimah Farahmandi | Published: 2025-06-25
Breaking the Boundaries of Long-Context LLM Inference: Adaptive KV Management on a Single Commodity GPU
Authors: He Sun, Li Li, Mingjun Xiao, Chengzhong Xu | Published: 2025-06-25
JsDeObsBench: Measuring and Benchmarking LLMs for JavaScript Deobfuscation
Authors: Guoqiang Chen, Xin Jin, Zhiqiang Lin | Published: 2025-06-25
Machine Learning with Privacy for Protected Attributes
Authors: Saeed Mahloujifar, Chuan Guo, G. Edward Suh, Kamalika Chaudhuri | Published: 2025-06-24
KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs
Authors: Xin Fan Guo, Albert Merono Penuela, Sergio Maffeis, Fabio Pierazzi | Published: 2025-06-24