Language Model Inversion
Authors: John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush | Published: 2023-11-22
Transfer Attacks and Defenses for Large Language Models on Coding Tasks
Authors: Chi Zhang, Zifan Wang, Ravi Mangal, Matt Fredrikson, Limin Jia, Corina Pasareanu | Published: 2023-11-22
How Far Have We Gone in Vulnerability Detection Using Large Language Models
Authors: Zeyu Gao, Hao Wang, Yuchen Zhou, Wenyu Zhu, Chao Zhang | Published: 2023-11-21 | Updated: 2023-12-22
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction
Authors: Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique | Published: 2023-11-20
Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning
Authors: Mounia Hamidouche, Eugeny Popko, Bassem Ouni | Published: 2023-11-20
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
Authors: Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo, Qiben Yan | Published: 2023-11-20
Machine learning-based malware detection for IoT devices using control-flow data
Authors: Gergely Hevesi | Published: 2023-11-20
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