An Approach to Improve the Robustness of Machine Learning based Intrusion Detection System Models Against the Carlini-Wagner Attack

Author:

Pujari Medha1,Cherukuri Bhanu Prakash1,Javaid Ahmad Y1,Sun Weiqing2

Affiliation:

1. University of Toledo,EECS Department,Toledo,USA

2. University of Toledo,ET Department,Toledo,USA

Publisher

IEEE

Reference25 articles.

1. Adversarial Examples: Attacks and Defenses for Deep Learning

2. Explaining the carlini & wagner attack algorithm to generate adversarial examples;poudel,0

3. Generative adversarial nets;goodfellow;Advances in neural information processing systems,2014

4. Sigma: Strengthening ids with gan and metaheuristics attacks;msika,2019

5. Convergence problems with generative adversarial networks (gans);barnett,2018

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