Reinforcement Learning for Web Security and GANPDFAI Security Field, focusing on the basic knowledge and practical applications of reinforcement learning and generative adversarial networks, especially in the field of security in the field of offensive and defensive construction. The main contents include: AI security attack and defense knowledge, machine learning-based malware identification technology, common malicious program immunization methods, how to use reinforcement learning to generate anti-kill programs, how to use reinforcement learning to improve WAF protection capabilities, how to use reinforcement learning to improve anti-spam detection capabilities, attack methods for image classification models, and attack methods for reinforcement learning
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