Exploring Targeted and Stealthy False Data Injection Attacks via Adversarial Machine Learning

Author:

Tian Jiwei1ORCID,Wang Buhong2ORCID,Li Jing3,Wang Zhen2ORCID,Ma Bowen4,Ozay Mete5

Affiliation:

1. Air Traffic Control and Navigation College, Air Force Engineering University, Xi’an, China

2. Information and Navigation College, Air Force Engineering University, Xi’an, China

3. School of Design and Art, Henan University of Technology, Zhengzhou, China

4. College of Cryptogram Engineering, Information Engineering University, Zhengzhou, China

5. Department of Electrical Engineering, Princeton University, Princeton, NJ, USA

Funder

National Natural Science Foundation of China

National University of Defense Technology Research Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Reference54 articles.

1. Explaining and harnessing adversarial examples;goodfellow;arXiv 1412 6572,2014

2. On the properties of the softmax function with application in game theory and reinforcement learning;gao;arXiv 1704 00805,2017

3. Adversarial attack and defense methods for neural network based state estimation in smart grid

4. Adversarial False Data Injection Attack Against Nonlinear AC State Estimation with ANN in Smart Grid

5. Design of Load Forecast Systems Resilient Against Cyber-Attacks

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