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
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Control Flow Change in Assembly as a Classifier in Malware Analysis
Authors: Andree Linke, Nhien-An Le-Khac | Published: 2016-09-09
Stealing Machine Learning Models via Prediction APIs
Authors: Florian Tramèr, Fan Zhang, Ari Juels, Michael K. Reiter, Thomas Ristenpart | Published: 2016-09-09 | Updated: 2016-10-03
Towards Evaluating the Robustness of Neural Networks
Authors: Nicholas Carlini, David Wagner | Published: 2016-08-16 | Updated: 2017-03-22
A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation
Authors: Jeffrey Pawlick, Quanyan Zhu | Published: 2016-08-08 | Updated: 2016-12-08
QPass: a Merit-based Evaluation of Soccer Passes
Authors: Laszlo Gyarmati, Rade Stanojevic | Published: 2016-08-08
Robust High-Dimensional Linear Regression
Authors: Chang Liu, Bo Li, Yevgeniy Vorobeychik, Alina Oprea | Published: 2016-08-07 | Updated: 2016-08-09
Early Methods for Detecting Adversarial Images
Authors: Dan Hendrycks, Kevin Gimpel | Published: 2016-08-01 | Updated: 2017-03-23
Attribute Learning for Network Intrusion Detection
Authors: Jorge Luis Rivero Pérez, Bernardete Ribeiro | Published: 2016-07-28
Darknet and Deepnet Mining for Proactive Cybersecurity Threat Intelligence
Authors: Eric Nunes, Ahmad Diab, Andrew Gunn, Ericsson Marin, Vineet Mishra, Vivin Paliath, John Robertson, Jana Shakarian, Amanda Thart, Paulo Shakarian | Published: 2016-07-28