Differentially Private Variational Inference for Non-conjugate Models
Authors: Joonas Jälkö, Onur Dikmen, Antti Honkela | Published: 2016-10-27 | Updated: 2017-04-10
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A multi-task learning model for malware classification with useful file access pattern from API call sequence
Authors: Xin Wang, Siu Ming Yiu | Published: 2016-10-19
Membership Inference Attacks against Machine Learning Models
Authors: Reza Shokri, Marco Stronati, Congzheng Song, Vitaly Shmatikov | Published: 2016-10-18 | Updated: 2017-03-31
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data
Authors: Nicolas Papernot, Martín Abadi, Úlfar Erlingsson, Ian Goodfellow, Kunal Talwar | Published: 2016-10-18 | Updated: 2017-03-03
Federated Learning: Strategies for Improving Communication Efficiency
Authors: Jakub Konečný, H. Brendan McMahan, Felix X. Yu, Peter Richtárik, Ananda Theertha Suresh, Dave Bacon | Published: 2016-10-18 | Updated: 2017-10-30
An arbiter PUF secured by remote random reconfigurations of an FPGA
Authors: Alexander Spenke, Ralph Breithaupt, Rainer Plaga | Published: 2016-10-12
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving
Authors: Shai Shalev-Shwartz, Shaked Shammah, Amnon Shashua | Published: 2016-10-11
Equality of Opportunity in Supervised Learning
Authors: Moritz Hardt, Eric Price, Nathan Srebro | Published: 2016-10-07
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Authors: Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra | Published: 2016-10-07 | Updated: 2019-12-03
DeepDGA: Adversarially-Tuned Domain Generation and Detection
Authors: Hyrum S. Anderson, Jonathan Woodbridge, Bobby Filar | Published: 2016-10-06