Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models
Authors: Yang Bai, Ge Pei, Jindong Gu, Yong Yang, Xingjun Ma | Published: 2024-05-09 | Updated: 2024-05-20
Watermarking
Revisiting Character-level Adversarial Attacks for Language Models
Authors: Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher | Published: 2024-05-07 | Updated: 2024-09-04
Differentially Private Post-Processing for Fair Regression
Authors: Ruicheng Xian, Qiaobo Li, Gautam Kamath, Han Zhao | Published: 2024-05-07
Locally Differentially Private In-Context Learning
Authors: Chunyan Zheng, Keke Sun, Wenhao Zhao, Haibo Zhou, Lixin Jiang, Shaoyang Song, Chunlai Zhou | Published: 2024-05-07 | Updated: 2024-05-08
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack
Authors: Kaiyi Pang, Tao Qi, Chuhan Wu, Minhao Bai, Minghu Jiang, Yongfeng Huang | Published: 2024-05-03 | Updated: 2025-01-12
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh | Published: 2024-05-02
Boosting Jailbreak Attack with Momentum
Authors: Yihao Zhang, Zeming Wei | Published: 2024-05-02
Boosting Communication Efficiency of Federated Learning’s Secure Aggregation
Authors: Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya, Ralph Holz | Published: 2024-05-02
Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks
Authors: Yi Li, Renyou Xie, Chaojie Li, Yi Wang, Zhaoyang Dong | Published: 2024-04-30
Guardians of the Quantum GAN
Authors: Archisman Ghosh, Debarshi Kundu, Avimita Chatterjee, Swaroop Ghosh | Published: 2024-04-24 | Updated: 2024-05-15