Research on Attack Path Discovery of Power Information Network Based on Bayesian Inference
Yuan Li,
Haixia Liu,
Fei Yao
et al.
Abstract:This paper analyzes and researches the network attack in the electric power information environment. The intrusion attack steps are examined, and the Bayesian inference method is applied to investigate the attack source information network delivery. The success probability of the network attack is quantified by likelihood. Noisy Net, Dueling DQN, Soft Q-learning, Prioritized Experience Playback Mechanism, and ICM model are integrated to improve the DQN algorithm from different perspectives. A NDSPI-DQN algorit… Show more
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