Research on Network Confrontation Information Security Protection System under Computer Deep Learning

Man Wang
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Abstract

Aiming at the single hopping strategy in the terminal information hopping active defense technology, a variety of heterogeneous hopping modes are introduced into the terminal information hopping system, the definition of the terminal information is expanded, and the adaptive adjustment of the hopping strategy is given. A network adversarial training simulation system is researched and designed, and related subsystems are discussed from the perspective of key technologies and their implementation, including interactive adversarial training simulation system, adversarial training simulation support software system, adversarial training simulation evaluation system and adversarial training Mock Repository. The system can provide a good environment for network confrontation theory research and network confrontation training simulation, which is of great significance.
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计算机深度学习下的网络对抗信息安全防护系统研究
针对终端信息跳变主动防御技术中的单一跳变策略,在终端信息跳变系统中引入多种异构跳变模式,扩展了终端信息的定义,给出了跳变策略的自适应调整。研究设计了网络对抗训练仿真系统,并从关键技术及其实现的角度讨论了相关子系统,包括交互式对抗训练仿真系统、对抗训练仿真支持软件系统、对抗训练仿真评估系统和对抗训练模拟库。该系统可为网络对抗理论研究和网络对抗训练仿真提供良好的环境,具有重要意义。
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