Instance-Level Data-Use Auditing of Visual ML Models
Authors: Zonghao Huang, Neil Zhenqiang Gong, Michael K. Reiter | Published: 2025-03-28 | Updated: 2025-09-16
Watermarking Technology
Benchmarking Android Malware Detection: Traditional vs. Deep Learning Models
Authors: Guojun Liu, Doina Caragea, Xinming Ou, Sankardas Roy | Published: 2025-02-20 | Updated: 2025-07-30
A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning
Authors: Abdulkadir Korkmaz, Praveen Rao | Published: 2025-01-22 | Updated: 2025-03-27
ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation
Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
Authors: Yutong Cheng, Osama Bajaber, Saimon Amanuel Tsegai, Dawn Song, Peng Gao | Published: 2024-10-28 | Updated: 2025-04-21
“Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation
Authors: Zi Liang, Qingqing Ye, Yanyun Wang, Sen Zhang, Yaxin Xiao, Ronghua Li, Jianliang Xu, Haibo Hu | Published: 2024-09-04 | Updated: 2025-05-19
Undetectable Watermarks for Language Models
Authors: Miranda Christ, Sam Gunn, Or Zamir | Published: 2023-05-25
Graph Backdoor
Authors: Zhaohan Xi, Ren Pang, Shouling Ji, Ting Wang | Published: 2020-06-21 | Updated: 2021-08-10
Rotation-Equivariant Neural Networks for Privacy Protection
Authors: Hao Zhang, Yiting Chen, Haotian Ma, Xu Cheng, Qihan Ren, Liyao Xiang, Jie Shi, Quanshi Zhang | Published: 2020-06-21
Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
Authors: Josue Ortega Caro, Yilong Ju, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit Patel | Published: 2020-06-19 | Updated: 2023-03-08