Differentially Private and Communication Efficient Large Language Model Split Inference via Stochastic Quantization and Soft Prompt
Authors: Yujie Gu, Richeng Jin, Xiaoyu Ji, Yier Jin, Wenyuan Xu | Published: 2026-02-12
Prompt leaking
Focus Session: LLM4PQC — An Agentic Framework for Accurate and Efficient Synthesis of PQC Cores
Authors: Buddhi Perera, Zeng Wang, Weihua Xiao, Mohammed Nabeel, Ozgur Sinanoglu, Johann Knechtel, Ramesh Karri | Published: 2026-02-10
LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts
Authors: Jiaqi Gao, Zijian Zhang, Yuqiang Sun, Ye Liu, Chengwei Liu, Han Liu, Yi Li, Yang Liu | Published: 2026-02-03
ICL-EVADER: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their Defenses
Authors: Ningyuan He, Ronghong Huang, Qianqian Tang, Hongyu Wang, Xianghang Mi, Shanqing Guo | Published: 2026-01-29
Eliciting Least-to-Most Reasoning for Phishing URL Detection
Authors: Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne | Published: 2026-01-28
Scaling up Privacy-Preserving ML: A CKKS Implementation of Llama-2-7B
Authors: Jaiyoung Park, Sejin Park, Jai Hyun Park, Jung Ho Ahn, Jung Hee Cheon, Guillaume Hanrot, Jung Woo Kim, Minje Park, Damien Stehlé | Published: 2026-01-26
HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation
Authors: Qirui Chen, Jingxian Shuai, Shuangwu Chen, Shenghao Ye, Zijian Wen, Xufei Su, Jie Jin, Jiangming Li, Jun Chen, Xiaobin Tan, Jian Yang | Published: 2026-01-20
Defenses Against Prompt Attacks Learn Surface Heuristics
Authors: Shawn Li, Chenxiao Yu, Zhiyu Ni, Hao Li, Charith Peris, Chaowei Xiao, Yue Zhao | Published: 2026-01-12
Securing the AI Supply Chain: What Can We Learn From Developer-Reported Security Issues and Solutions of AI Projects?
Authors: The Anh Nguyen, Triet Huynh Minh Le, M. Ali Babar | Published: 2025-12-29
GateBreaker: Gate-Guided Attacks on Mixture-of-Expert LLMs
Authors: Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Stjepan Picek, Ahmad-Reza Sadeghi | Published: 2025-12-24