A Reference Model for Information Security Applications of Generative Adversarial Network Variants

Author:

Hong Sheng1ORCID,Lai Yizhong2ORCID,Li Yuzhou3ORCID,You Yang4ORCID,Ou Shuai4ORCID,Han Fei4ORCID,Wu Tiejun4ORCID

Affiliation:

1. Beihang University, China and Nanchang University, China

2. Nanchang University, China

3. Power Dispatch and Control Center of State Grid Yan'an Power Supply Company, China

4. Nsfocus Technology Group Company, China

Funder

Industrial Internet Innovation and Development Project Grant

National key research and development program

the Fundamental Research Funds for the Central Universities

Beijing Natural Science Foundation

CCF-NSFOCUS Kun-Peng Scientific Research Fund

Special Project for Industrial Foundation Reconstruction and High-quality Development of Manufacturing Industry

Publisher

ACM

Reference18 articles.

1. Kos , J. , Fischer , I. , & Song , D. (2018, May ). Adversarial examples for generative models. In 2018 ieee security and privacy workshops (spw) (pp. 36-42) . IEEE. Kos, J., Fischer, I., & Song, D. (2018, May). Adversarial examples for generative models. In 2018 ieee security and privacy workshops (spw) (pp. 36-42). IEEE.

2. Yang , G. , Yu , S. , Dong , H. , Slabaugh , G. , Dragotti , P. L. , Ye , X. , ... & Firmin , D. ( 2017 ). DAGAN: deep de-aliasing generative adversarial networks for fast compressed sensing MRI reconstruction . IEEE transactions on medical imaging, 37(6), 1310-1321. Yang, G., Yu, S., Dong, H., Slabaugh, G., Dragotti, P. L., Ye, X., ... & Firmin, D. (2017). DAGAN: deep de-aliasing generative adversarial networks for fast compressed sensing MRI reconstruction. IEEE transactions on medical imaging, 37(6), 1310-1321.

3. Cascading failure and recovery of spatially interdependent networks

4. Shang , J. , Huang , Y. , Meng , Y. , He , N. , & Chen , W. ( 2003 ). Network information security solution for electricity. Automation of Electric Power Systems . Shang, J., Huang, Y., Meng, Y., He, N., & Chen, W. (2003). Network information security solution for electricity. Automation of Electric Power Systems.

5. Randhawa , R. H. , Aslam , N. , Alauthman , M. , Rafiq , H. , & Comeau , F. ( 2021 ). Security hardening of botnet detectors using generative adversarial networks . IEEE Access , PP (99), 1-1. Randhawa, R. H., Aslam, N., Alauthman, M., Rafiq, H., & Comeau, F. (2021). Security hardening of botnet detectors using generative adversarial networks. IEEE Access, PP (99), 1-1.

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