Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Authors: Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan | Published: 2024-04-24
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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
Decomposing and Editing Predictions by Modeling Model Computation
Authors: Harshay Shah, Andrew Ilyas, Aleksander Madry | Published: 2024-04-17
OmniLytics+: A Secure, Efficient, and Affordable Blockchain Data Market for Machine Learning through Off-Chain Processing
Authors: Songze Li, Mingzhe Liu, Mengqi Chen | Published: 2024-04-17
Federated Learning on Riemannian Manifolds with Differential Privacy
Authors: Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra | Published: 2024-04-15
Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning
Authors: Tanveer Khan, Mindaugas Budzys, Antonis Michalas | Published: 2024-04-14
Empowering Malware Detection Efficiency within Processing-in-Memory Architecture
Authors: Sreenitha Kasarapu, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-12