Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks
Authors: Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis | Published: 2019-04-05 | Updated: 2020-10-15
Malware Detection using Machine Learning and Deep Learning
Authors: Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak | Published: 2019-04-04
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks
Authors: Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant | Published: 2019-04-04
Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions
Authors: Li Chen | Published: 2019-04-03
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
Authors: Jianbo Chen, Michael I. Jordan, Martin J. Wainwright | Published: 2019-04-03 | Updated: 2020-04-28
Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices
Authors: Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon | Published: 2019-04-03
Active Learning for Network Intrusion Detection
Authors: Amir Ziai | Published: 2019-04-02
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
Authors: Yuyang Zhou, Guang Cheng, Shanqing Jiang, Mian Dai | Published: 2019-04-02 | Updated: 2020-04-02
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning
Authors: Ahmed Salem, Apratim Bhattacharya, Michael Backes, Mario Fritz, Yang Zhang | Published: 2019-04-01 | Updated: 2019-11-30
TG-PSM: Tunable Greedy Packet Sequence Morphing Based on Trace Clustering
Authors: Farzam Fanitabasi | Published: 2019-04-01