Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
Authors: Shuai Zhao, Meihuizi Jia, Luu Anh Tuan, Fengjun Pan, Jinming Wen | Published: 2024-01-11 | Updated: 2024-10-09
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Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
Authors: Tianxiu Xie, Keke Gai, Jing Yu, Liehuang Zhu | Published: 2024-01-11
Use of Graph Neural Networks in Aiding Defensive Cyber Operations
Authors: Shaswata Mitra, Trisha Chakraborty, Subash Neupane, Aritran Piplai, Sudip Mittal | Published: 2024-01-11
When eBPF Meets Machine Learning: On-the-fly OS Kernel Compartmentalization
Authors: Zicheng Wang, Tiejin Chen, Qinrun Dai, Yueqi Chen, Hua Wei, Qingkai Zeng | Published: 2024-01-11
A provable initialization and robust clustering method for general mixture models
Authors: Soham Jana, Jianqing Fan, Sanjeev Kulkarni | Published: 2024-01-10 | Updated: 2024-10-23
Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Authors: Evan Hubinger, Carson Denison, Jesse Mu, Mike Lambert, Meg Tong, Monte MacDiarmid, Tamera Lanham, Daniel M. Ziegler, Tim Maxwell, Newton Cheng, Adam Jermyn, Amanda Askell, Ansh Radhakrishnan, Cem Anil, David Duvenaud, Deep Ganguli, Fazl Barez, Jack Clark, Kamal Ndousse, Kshitij Sachan, Michael Sellitto, Mrinank Sharma, Nova DasSarma, Roger Grosse, Shauna Kravec, Yuntao Bai, Zachary Witten, Marina Favaro, Jan Brauner, Holden Karnofsky, Paul Christiano, Samuel R. Bowman, Logan Graham, Jared Kaplan, Sören Mindermann, Ryan Greenblatt, Buck Shlegeris, Nicholas Schiefer, Ethan Perez | Published: 2024-01-10 | Updated: 2024-01-17
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning
Authors: Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Radha Poovendran | Published: 2024-01-10
Optimized Ensemble Model Towards Secured Industrial IoT Devices
Authors: MohammadNoor Injadat | Published: 2024-01-10
Gotta Detect ‘Em All: Fake Base Station and Multi-Step Attack Detection in Cellular Networks
Authors: Kazi Samin Mubasshir, Imtiaz Karim, Elisa Bertino | Published: 2024-01-10 | Updated: 2025-07-21
Local Privacy-preserving Mechanisms and Applications in Machine Learning
Authors: Likun Qin, Tianshuo Qiu | Published: 2024-01-08