Research on Network Security Situation Prediction Based on Improved GAN

Author:

Zhao Yue1,Gan Gang1

Affiliation:

1. Chengdu University of Information Technology, China

Publisher

ACM

Reference23 articles.

1. Qing S. Overview of network security situational awareness. Computer security, no. 10 , pp. 9 - 12 , 2011 . Qing S. Overview of network security situational awareness. Computer security, no. 10, pp. 9-12, 2011.

2. Goodfellow I J , Pouget-Abadie J , Mirza M , Generative adversarial nets . Proceedings of the 27th International Conference on Neural Information Processing Systems , Montreal , Dec 8-13, 2014 . Cambridge: MIT Press, pp. 2672- 2680, 2014. Goodfellow I J, Pouget-Abadie J, Mirza M, Generative adversarial nets. Proceedings of the 27th International Conference on Neural Information Processing Systems, Montreal, Dec 8-13, 2014. Cambridge: MIT Press, pp. 2672- 2680, 2014.

3. FU JM, LI L, ZHENG Rui , Information Network Security , vol. 218 , no. 02 , pp. 7 - 15 , 2019 . FU JM, LI L, ZHENG Rui, Information Network Security, vol. 218, no. 02, pp. 7-15, 2019.

4. Arjovsky M , Chintala S , Bottou L. Wasserstein generative adversarial networks , International conference on machine learning. PMLR , pp. 214 - 223 , 2017 . Arjovsky M, Chintala S, Bottou L. Wasserstein generative adversarial networks, International conference on machine learning. PMLR, pp. 214-223, 2017.

5. Endsley M R . Design and Evaluation for Situation Awareness Enhancement. Human Factors & Ergonomics Society Annual Meeting Proceedings , vol. 32 , pp. 97 - 101 , 1988 . Endsley M R. Design and Evaluation for Situation Awareness Enhancement. Human Factors & Ergonomics Society Annual Meeting Proceedings, vol. 32, pp. 97-101, 1988.

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1. Compound Prediction Model of Information Network Security Situation Based on Support Vector Machine and Particle Swarm Optimization Algorithm;2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC);2023-06-16

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