Towards Reverse-Engineering Black-Box Neural Networks
Authors: Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz | Published: 2017-11-06 | Updated: 2018-02-14
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Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification
Authors: Yi Wang, Jianwu Wan, Jun Guo, Yiu-Ming Cheung, Pong C Yuen | Published: 2017-11-05
Implicit Weight Uncertainty in Neural Networks
Authors: Nick Pawlowski, Andrew Brock, Matthew C. H. Lee, Martin Rajchl, Ben Glocker | Published: 2017-11-03 | Updated: 2018-05-25
SPARK: Static Program Analysis Reasoning and Retrieving Knowledge
Authors: Wasuwee Sodsong, Bernhard Scholz, Sanjay Chawla | Published: 2017-11-03
Provable defenses against adversarial examples via the convex outer adversarial polytope
Authors: Eric Wong, J. Zico Kolter | Published: 2017-11-02 | Updated: 2018-06-08
BinPro: A Tool for Binary Source Code Provenance
Authors: Dhaval Miyani, Zhen Huang, David Lie | Published: 2017-11-02
Improving SIEM capabilities through an enhanced probe for encrypted Skype traffic detection
Authors: Mario Di Mauro, Cesario Di Sarno | Published: 2017-11-01
Attacking Binarized Neural Networks
Authors: Angus Galloway, Graham W. Taylor, Medhat Moussa | Published: 2017-11-01 | Updated: 2018-01-31
Attacking the Madry Defense Model with $L_1$-based Adversarial Examples
Authors: Yash Sharma, Pin-Yu Chen | Published: 2017-10-30 | Updated: 2018-07-27
Certifying Some Distributional Robustness with Principled Adversarial Training
Authors: Aman Sinha, Hongseok Namkoong, Riccardo Volpi, John Duchi | Published: 2017-10-29 | Updated: 2020-05-01