LoRA and Privacy: When Random Projections Help (and When They Don’t)
Authors: Yaxi Hu, Johanna Düngler, Bernhard Schölkopf, Amartya Sanyal | Published: 2026-01-29
文献データベース
FIT: Defying Catastrophic Forgetting in Continual LLM Unlearning
Authors: Xiaoyu Xu, Minxin Du, Kun Fang, Zi Liang, Yaxin Xiao, Zhicong Huang, Cheng Hong, Qingqing Ye, Haibo Hu | Published: 2026-01-29
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
Towards Zero Rotation and Beyond: Architecting Neural Networks for Fast Secure Inference with Homomorphic Encryption
Authors: Yifei Cai, Yizhou Feng, Qiao Zhang, Chunsheng Xin, Hongyi Wu | Published: 2026-01-29
User-Centric Phishing Detection: A RAG and LLM-Based Approach
Authors: Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar | Published: 2026-01-29
Adaptive and Robust Cost-Aware Proof of Quality for Decentralized LLM Inference Networks
Authors: Arther Tian, Alex Ding, Frank Chen, Simon Wu, Aaron Chan | Published: 2026-01-29
IoT Device Identification with Machine Learning: Common Pitfalls and Best Practices
Authors: Kahraman Kostas, Rabia Yasa Kostas | Published: 2026-01-28
Eliciting Least-to-Most Reasoning for Phishing URL Detection
Authors: Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne | Published: 2026-01-28
GAVEL: Towards rule-based safety through activation monitoring
Authors: Shir Rozenfeld, Rahul Pankajakshan, Itay Zloczower, Eyal Lenga, Gilad Gressel, Yisroel Mirsky | Published: 2026-01-27
RvB: Automating AI System Hardening via Iterative Red-Blue Games
Authors: Lige Huang, Zicheng Liu, Jie Zhang, Lewen Yan, Dongrui Liu, Jing Shao | Published: 2026-01-27