Understanding Variation in Subpopulation Susceptibility to Poisoning Attacks
Authors: Evan Rose, Fnu Suya, David Evans | Published: 2023-11-20
Assessing Prompt Injection Risks in 200+ Custom GPTs
Authors: Jiahao Yu, Yuhang Wu, Dong Shu, Mingyu Jin, Sabrina Yang, Xinyu Xing | Published: 2023-11-20 | Updated: 2024-05-25
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information
Authors: Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Viswanathan Swaminathan | Published: 2023-11-20 | Updated: 2024-02-18
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification
Authors: Xuemei Li, Huirong Fu | Published: 2023-11-19
TextGuard: Provable Defense against Backdoor Attacks on Text Classification
Authors: Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song | Published: 2023-11-19 | Updated: 2023-11-25
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
From Principle to Practice: Vertical Data Minimization for Machine Learning
Authors: Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev | Published: 2023-11-17 | Updated: 2023-11-22
FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework
Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
You Cannot Escape Me: Detecting Evasions of SIEM Rules in Enterprise Networks
Authors: Rafael Uetz, Marco Herzog, Louis Hackländer, Simon Schwarz, Martin Henze | Published: 2023-11-16 | Updated: 2023-12-19
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring
Authors: Yuhang Li, Yihan Wang, Zhouxing Shi, Cho-Jui Hsieh | Published: 2023-11-16