Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Authors: Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi | Published: 2023-10-17
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning
Authors: Rui Wen, Tianhao Wang, Michael Backes, Yang Zhang, Ahmed Salem | Published: 2023-10-17
Privacy-Preserving Graph Embedding based on Local Differential Privacy
Authors: Zening Li, Rong-Hua Li, Meihao Liao, Fusheng Jin, Guoren Wang | Published: 2023-10-17 | Updated: 2024-08-04
Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks
Authors: Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, Pedram Zaree, Yue Dong, Nael Abu-Ghazaleh | Published: 2023-10-16
Regularization properties of adversarially-trained linear regression
Authors: Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön | Published: 2023-10-16
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
Authors: Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding | Published: 2023-10-16 | Updated: 2023-10-18
A Comprehensive Study of Privacy Risks in Curriculum Learning
Authors: Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang, Zhou Li | Published: 2023-10-16
Improved Flow Recovery from Packet Data
Authors: Anthony Kenyon, David Elizondo, Lipika Deka | Published: 2023-10-15
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?
Authors: Michael Fu, Chakkrit Tantithamthavorn, Van Nguyen, Trung Le | Published: 2023-10-15
Securing the Digital World: Protecting smart infrastructures and digital industries with Artificial Intelligence (AI)-enabled malware and intrusion detection
Authors: Marc Schmitt | Published: 2023-10-15