STC Antispoofing Systems for the ASVspoof2019 Challenge
Authors: Galina Lavrentyeva, Sergey Novoselov, Andzhukaev Tseren, Marina Volkova, Artem Gorlanov, Alexandr Kozlov | Published: 2019-04-11
Deep Learning Technology
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning
Authors: Shahbaz Rezaei, Xin Liu | Published: 2019-04-08 | Updated: 2020-01-29
Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions
Authors: Li Chen | Published: 2019-04-03
Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks
Authors: Sascha Saralajew, Lars Holdijk, Maike Rees, Thomas Villmann | Published: 2019-02-01 | Updated: 2019-03-09
Exposing Deep Fakes Using Inconsistent Head Poses
Authors: Xin Yang, Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2018-11-13
Exposing DeepFake Videos By Detecting Face Warping Artifacts
Authors: Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2019-05-22
Adversarial Distillation of Bayesian Neural Network Posteriors
Authors: Kuan-Chieh Wang, Paul Vicol, James Lucas, Li Gu, Roger Grosse, Richard Zemel | Published: 2018-06-27
Effect of Hyper-Parameter Optimization on the Deep Learning Model Proposed for Distributed Attack Detection in Internet of Things Environment
Authors: Md Mohaimenuzzaman, Zahraa Said Abdallah, Joarder Kamruzzaman, Bala Srinivasan | Published: 2018-06-19
Image classification and retrieval with random depthwise signed convolutional neural networks
Authors: Yunzhe Xue, Usman Roshan | Published: 2018-06-15 | Updated: 2019-03-15
Hardware Trojan Attacks on Neural Networks
Authors: Joseph Clements, Yingjie Lao | Published: 2018-06-14