Differentially Private Stochastic Gradient Descent with Low-Noise
Authors: Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou | Published: 2022-09-09 | Updated: 2023-07-14
Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting
Authors: Supriya Chakraborty, Tamoghno Das, Manan Suri | Published: 2022-09-09
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
Authors: Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang | Published: 2022-09-08 | Updated: 2024-08-04
VulCurator: A Vulnerability-Fixing Commit Detector
Authors: Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Xuan-Bach D. Le, David Lo | Published: 2022-09-07
SAGE: Software-based Attestation for GPU Execution
Authors: Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig | Published: 2022-09-07
Classification Protocols with Minimal Disclosure
Authors: Jinshuo Dong, Jason Hartline, Aravindan Vijayaraghavan | Published: 2022-09-06
Avast-CTU Public CAPE Dataset
Authors: Branislav Bosansky, Dominik Kouba, Ondrej Manhal, Thorsten Sick, Viliam Lisy, Jakub Kroustek, Petr Somol | Published: 2022-09-06
RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data
Authors: Chathurika S. Wickramasinghe, Daniel L. Marino, Harindra S. Mavikumbure, Victor Cobilean, Timothy D. Pennington, Benny J. Varghese, Craig Rieger, Milos Manic | Published: 2022-09-05
“Is your explanation stable?”: A Robustness Evaluation Framework for Feature Attribution
Authors: Yuyou Gan, Yuhao Mao, Xuhong Zhang, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang | Published: 2022-09-05
Beyond Random Split for Assessing Statistical Model Performance
Authors: Carlos Catania, Jorge Guerra, Juan Manuel Romero, Gabriel Caffaratti, Martin Marchetta | Published: 2022-09-04