Neutaint: Efficient Dynamic Taint Analysis with Neural Networks
Authors: Dongdong She, Yizheng Chen, Abhishek Shah, Baishakhi Ray, Suman Jana | Published: 2019-07-08 | Updated: 2019-09-03
Optimal Explanations of Linear Models
Authors: Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin | Published: 2019-07-08
The Price of Interpretability
Authors: Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin | Published: 2019-07-08
Privacy-Preserving Classification with Secret Vector Machines
Authors: Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West | Published: 2019-07-08 | Updated: 2020-08-19
QUOTIENT: Two-Party Secure Neural Network Training and Prediction
Authors: Nitin Agrawal, Ali Shahin Shamsabadi, Matt J. Kusner, Adrià Gascón | Published: 2019-07-08
Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection
Authors: Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha | Published: 2019-07-07
Intelligent Systems Design for Malware Classification Under Adversarial Conditions
Authors: Sean M. Devine, Nathaniel D. Bastian | Published: 2019-07-06
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions
Authors: Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison Cottrell, Geoffrey Hinton | Published: 2019-07-05 | Updated: 2020-02-18
Adversarial Robustness through Local Linearization
Authors: Chongli Qin, James Martens, Sven Gowal, Dilip Krishnan, Krishnamurthy Dvijotham, Alhussein Fawzi, Soham De, Robert Stanforth, Pushmeet Kohli | Published: 2019-07-04 | Updated: 2019-10-10
Diffprivlib: The IBM Differential Privacy Library
Authors: Naoise Holohan, Stefano Braghin, Pól Mac Aonghusa, Killian Levacher | Published: 2019-07-04