Less is More: Culling the Training Set to Improve Robustness of Deep Neural Networks
Authors: Yongshuai Liu, Jiyu Chen, Hao Chen | Published: 2018-01-09 | Updated: 2018-12-08
Literature Database
Fusion of ANN and SVM Classifiers for Network Attack Detection
Authors: Takwa Omrani, Adel Dallali, Bilgacem Chibani Rhaimi, Jaouhar Fattahi | Published: 2018-01-09 | Updated: 2018-01-10
Spatially Transformed Adversarial Examples
Authors: Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song | Published: 2018-01-08 | Updated: 2018-01-09
Generating Adversarial Examples with Adversarial Networks
Authors: Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu, Dawn Song | Published: 2018-01-08 | Updated: 2019-02-14
Evaluation of Machine Learning Algorithms for Intrusion Detection System
Authors: Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Alkasassbeh | Published: 2018-01-08
HeNet: A Deep Learning Approach on Intel$^\circledR$ Processor Trace for Effective Exploit Detection
Authors: Li Chen, Salmin Sultana, Ravi Sahita | Published: 2018-01-08
Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic Regression
Authors: Martin Gubri | Published: 2018-01-06
A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition
Authors: Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi | Published: 2018-01-05
Learning from Pseudo-Randomness With an Artificial Neural Network – Does God Play Pseudo-Dice?
Authors: Fenglei Fan, Ge Wang | Published: 2018-01-05
Learning from Mutants: Using Code Mutation to Learn and Monitor Invariants of a Cyber-Physical System
Authors: Yuqi Chen, Christopher M. Poskitt, Jun Sun | Published: 2018-01-03 | Updated: 2018-06-13