SoK: Memorisation in machine learning
Authors: Dmitrii Usynin, Moritz Knolle, Georgios Kaissis | Published: 2023-11-06
文献データベース
ELEGANT: Certified Defense on the Fairness of Graph Neural Networks
Authors: Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li | Published: 2023-11-05
Security Challenges in Autonomous Systems Design
Authors: Mohammad Hamad, Sebastian Steinhorst | Published: 2023-11-05 | Updated: 2023-12-04
OverHear: Headphone based Multi-sensor Keystroke Inference
Authors: Raveen Wijewickrama, Maryam Abbasihafshejani, Anindya Maiti, Murtuza Jadliwala | Published: 2023-11-04
Comprehensive Assessment of Toxicity in ChatGPT
Authors: Boyang Zhang, Xinyue Shen, Wai Man Si, Zeyang Sha, Zeyuan Chen, Ahmed Salem, Yun Shen, Michael Backes, Yang Zhang | Published: 2023-11-03
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
Authors: Sam Toyer, Olivia Watkins, Ethan Adrian Mendes, Justin Svegliato, Luke Bailey, Tiffany Wang, Isaac Ong, Karim Elmaaroufi, Pieter Abbeel, Trevor Darrell, Alan Ritter, Stuart Russell | Published: 2023-11-02
Software Repositories and Machine Learning Research in Cyber Security
Authors: Mounika Vanamala, Keith Bryant, Alex Caravella | Published: 2023-11-01
Scalable kernel balancing weights in a nationwide observational study of hospital profit status and heart attack outcomes
Authors: Kwangho Kim, Bijan A. Niknam, José R. Zubizarreta | Published: 2023-11-01
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
Authors: Xinwei Wu, Junzhuo Li, Minghui Xu, Weilong Dong, Shuangzhi Wu, Chao Bian, Deyi Xiong | Published: 2023-10-31 | Updated: 2023-12-05
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy
Authors: Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su | Published: 2023-10-30 | Updated: 2023-11-01