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
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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
Technical Report on the CleverHans v2.1.0 Adversarial Examples Library
Authors: Nicolas Papernot, Fartash Faghri, Nicholas Carlini, Ian Goodfellow, Reuben Feinman, Alexey Kurakin, Cihang Xie, Yash Sharma, Tom Brown, Aurko Roy, Alexander Matyasko, Vahid Behzadan, Karen Hambardzumyan, Zhishuai Zhang, Yi-Lin Juang, Zhi Li, Ryan Sheatsley, Abhibhav Garg, Jonathan Uesato, Willi Gierke, Yinpeng Dong, David Berthelot, Paul Hendricks, Jonas Rauber, Rujun Long, Patrick McDaniel | Published: 2016-10-03 | Updated: 2018-06-27
Automated Dynamic Analysis of Ransomware: Benefits, Limitations and use for Detection
Authors: Daniele Sgandurra, Luis Muñoz-González, Rabih Mohsen, Emil C. Lupu | Published: 2016-09-10
Control Flow Change in Assembly as a Classifier in Malware Analysis
Authors: Andree Linke, Nhien-An Le-Khac | Published: 2016-09-09