Practical, Private Assurance of the Value of Collaboration via Fully Homomorphic Encryption
Authors: Hassan Jameel Asghar, Zhigang Lu, Zhongrui Zhao, Dali Kaafar | Published: 2023-10-04 | Updated: 2024-10-07
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zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning
Authors: Zhipeng Wang, Nanqing Dong, Jiahao Sun, William Knottenbelt, Yike Guo | Published: 2023-10-04 | Updated: 2024-05-10
Low-Resource Languages Jailbreak GPT-4
Authors: Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach | Published: 2023-10-03 | Updated: 2024-01-27
Jailbreaker in Jail: Moving Target Defense for Large Language Models
Authors: Bocheng Chen, Advait Paliwal, Qiben Yan | Published: 2023-10-03
FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks
Authors: Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad Sadeghi | Published: 2023-10-03
Beyond Labeling Oracles: What does it mean to steal ML models?
Authors: Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot | Published: 2023-10-03 | Updated: 2024-06-13
5G Network Slicing: Analysis of Multiple Machine Learning Classifiers
Authors: Mirsad Malkoc, Hisham A. Kholidy | Published: 2023-10-03
On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
Authors: Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu | Published: 2023-10-02
LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples
Authors: Jia-Yu Yao, Kun-Peng Ning, Zhen-Hui Liu, Mu-Nan Ning, Yu-Yang Liu, Li Yuan | Published: 2023-10-02 | Updated: 2024-08-04
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives
Authors: Sihao Hu, Tiansheng Huang, Fatih İlhan, Selim Furkan Tekin, Ling Liu | Published: 2023-10-02 | Updated: 2023-10-16