Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference
Authors: Zhifan Luo, Shuo Shao, Su Zhang, Lijing Zhou, Yuke Hu, Chenxu Zhao, Zhihao Liu, Zhan Qin | Published: 2025-08-13
Security Assurance
Understanding, Implementing, and Supporting Security Assurance Cases in Safety-Critical Domains
Authors: Mazen Mohamad | Published: 2025-01-08
Ensuring superior learning outcomes and data security for authorized learner
Authors: Jeongho Bang, Wooyeong Song, Kyujin Shin, Yong-Su Kim | Published: 2025-01-01
SoK: Verifiable Cross-Silo FL
Authors: Aleksei Korneev, Jan Ramon | Published: 2024-10-11
The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems
Authors: Linke Song, Zixuan Pang, Wenhao Wang, Zihao Wang, XiaoFeng Wang, Hongbo Chen, Wei Song, Yier Jin, Dan Meng, Rui Hou | Published: 2024-09-30 | Updated: 2025-08-13
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks
Authors: Tobias Lorenz, Marta Kwiatkowska, Mario Fritz | Published: 2024-06-17 | Updated: 2024-09-11
Whispers in the Machine: Confidentiality in Agentic Systems
Authors: Jonathan Evertz, Merlin Chlosta, Lea Schönherr, Thorsten Eisenhofer | Published: 2024-02-10 | Updated: 2025-08-12
Secure Software Development: Issues and Challenges
Authors: Sam Wen Ping, Jeffrey Cheok Jun Wah, Lee Wen Jie, Jeremy Bong Yong Han, Saira Muzafar | Published: 2023-11-18
Attesting Distributional Properties of Training Data for Machine Learning
Authors: Vasisht Duddu, Anudeep Das, Nora Khayata, Hossein Yalame, Thomas Schneider, N. Asokan | Published: 2023-08-18 | Updated: 2024-04-09
Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model
Authors: Ran Jiang, Sanfeng Zhang, Linfeng Liu, Yanbing Peng | Published: 2023-08-16