Deciphering the Interplay between Local Differential Privacy, Average Bayesian Privacy, and Maximum Bayesian Privacy
Authors: Xiaojin Zhang, Yulin Fei, Wei Chen | Published: 2024-03-25 | Updated: 2024-04-02
Protecting Copyrighted Material with Unique Identifiers in Large Language Model Training
Authors: Shuai Zhao, Linchao Zhu, Ruijie Quan, Yi Yang | Published: 2024-03-23 | Updated: 2024-08-12
Large Language Models for Blockchain Security: A Systematic Literature Review
Authors: Zheyuan He, Zihao Li, Sen Yang, He Ye, Ao Qiao, Xiaosong Zhang, Xiapu Luo, Ting Chen | Published: 2024-03-21 | Updated: 2025-03-24
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
Authors: Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu | Published: 2024-03-21 | Updated: 2024-06-11
Defending Against Indirect Prompt Injection Attacks With Spotlighting
Authors: Keegan Hines, Gary Lopez, Matthew Hall, Federico Zarfati, Yonatan Zunger, Emre Kiciman | Published: 2024-03-20
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process
Authors: Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill Lukyanov | Published: 2024-03-20 | Updated: 2024-06-07
ADAPT to Robustify Prompt Tuning Vision Transformers
Authors: Masih Eskandar, Tooba Imtiaz, Zifeng Wang, Jennifer Dy | Published: 2024-03-19 | Updated: 2025-02-07
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing
Authors: Ehsan Lari, Reza Arablouei, Vinay Chakravarthi Gogineni, Stefan Werner | Published: 2024-03-19 | Updated: 2024-08-16
Towards Better Statistical Understanding of Watermarking LLMs
Authors: Zhongze Cai, Shang Liu, Hanzhao Wang, Huaiyang Zhong, Xiaocheng Li | Published: 2024-03-19
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning
Authors: Divyansh Jhunjhunwala, Shiqiang Wang, Gauri Joshi | Published: 2024-03-19