A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations
Authors: Zihan Liu, Yizhen Wang, Rui Wang, Xiu Tang, Sai Wu | Published: 2026-04-27
文献データベース
Defusing the Trigger: Plug-and-Play Defense for Backdoored LLMs via Tail-Risk Intrinsic Geometric Smoothing
Authors: Kaisheng Fan, Weizhe Zhang, Yishu Gao, Tegawendé F. Bissyandé, Xunzhu Tang | Published: 2026-04-27
AgentVisor: Defending LLM Agents Against Prompt Injection via Semantic Virtualization
Authors: Zonghao Ying, Haozheng Wang, Jiangfan Liu, Quanchen Zou, Aishan Liu, Jian Yang, Yaodong Yang, Xianglong Liu | Published: 2026-04-27
An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress
Authors: Hikmat Karimov, Rahid Zahid Alekberli | Published: 2026-04-27
System-aware contextual digital twin for ICS anomaly diagnosis
Authors: Eungyu Woo, Yooshin Kim, Wonje Heo, Donghoon Shin | Published: 2026-04-27
Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models
Authors: Naheed Rayhan, Sohely Jahan | Published: 2026-04-23
Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers
Authors: Jiali Wei, Ming Fan, Guoheng Sun, Xicheng Zhang, Haijun Wang, Ting Liu | Published: 2026-04-23
A Sociotechnical, Practitioner-Centered Approach to Technology Adoption in Cybersecurity Operations: An LLM Case
Authors: Francis Hahn, Mohd Mamoon, Alexandru G. Bardas, Michael Collins, Daniel Lende, Xinming Ou, S. Raj Rajagopalan | Published: 2026-04-23
Differentially Private De-identification of Dutch Clinical Notes: A Comparative Evaluation
Authors: Michele Miranda, Xinlan Yan, Nishant Mishra, Rachel Murphy, Ameen Abu-Hanna, Sébastien Bratières, Iacer Calixto | Published: 2026-04-23
Provably Secure Steganography Based on List Decoding
Authors: Kaiyi Pang, Minhao Bai | Published: 2026-04-23