Explainability Guided Adversarial Evasion Attacks on Malware Detectors
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh | Published: 2024-05-02
ウォーターマーキング
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
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Authors: Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan | Published: 2024-04-24
A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation
Authors: Phoebe Jing, Yijing Gao, Xianlong Zeng | Published: 2024-04-23
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud
Authors: Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang | Published: 2024-04-20
DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches
Authors: Ruoyu Li, Qing Li, Tao Lin, Qingsong Zou, Dan Zhao, Yucheng Huang, Gareth Tyson, Guorui Xie, Yong Jiang | Published: 2024-04-19
Privacy-Preserving UCB Decision Process Verification via zk-SNARKs
Authors: Xikun Jiang, He Lyu, Chenhao Ying, Yibin Xu, Boris Düdder, Yuan Luo | Published: 2024-04-18 | Updated: 2024-06-06