Embedding and Extraction of Knowledge in Tree Ensemble Classifiers
Authors: Wei Huang, Xingyu Zhao, Xiaowei Huang | Published: 2020-10-16 | Updated: 2021-10-26
Securing Manufacturing Using Blockchain
Authors: Zahra Jadidi, Ali Dorri, Raja Jurdak, Colin Fidge | Published: 2020-10-15
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture
Authors: Harsh Bimal Desai, Mustafa Safa Ozdayi, Murat Kantarcioglu | Published: 2020-10-14
Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning
Authors: Stefan Zwaard, Henk-Jan Boele, Hani Alers, Christos Strydis, Casey Lew-Williams, Zaid Al-Ars | Published: 2020-10-14
Towards Resistant Audio Adversarial Examples
Authors: Tom Dörr, Karla Markert, Nicolas M. Müller, Konstantin Böttinger | Published: 2020-10-14
Linking average- and worst-case perturbation robustness via class selectivity and dimensionality
Authors: Matthew L. Leavitt, Ari Morcos | Published: 2020-10-14 | Updated: 2021-03-29
Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
Authors: Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi | Published: 2020-10-13
Higher-Order Certification for Randomized Smoothing
Authors: Jeet Mohapatra, Ching-Yun Ko, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel | Published: 2020-10-13
Toward Few-step Adversarial Training from a Frequency Perspective
Authors: Hans Shih-Han Wang, Cory Cornelius, Brandon Edwards, Jason Martin | Published: 2020-10-13
S3ML: A Secure Serving System for Machine Learning Inference
Authors: Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao | Published: 2020-10-13