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This article is the fourth and last in a series on how to use artificial intelligence to build a robust anti-abuse protection system. The first article explains why AI is the key to building a robust protection system, which is used to meet user expectations and increasing complex attacks. After introducing the natural process of building and starting an AI-based defense system, the second blog post covers the challenges related to training classifiers. The third article discusses the main difficulties in using classifiers to prevent attacks in production.Set in London, SPOTLESS is the story of a troubled crime scene cleaner, Jean, whose tidy life is turned upside down when his outlaw brother Martin crash lands into his world, entangling them in the deadly dynamics of organized crime.Generally speaking, a DDOS attacker is a program that implements DDOS denial attacks. With his help, he can launch attacks on other computers with a high success rate. By using this kind of attacker, even less powerful hackers can be used freely and easily restrict other people's computers from accessing certain legal websites anytime and anywhere.Reflective attacks typically use protocols that do not require authentication or handshake, The reflection attack needs to forge the source ip address of the requested data into the ip address of the target. If the protocol used requires authentication or handshake, the authentication or handshake process cannot be completed and the next attack cannot be carried out. Therefore, most reflection attacks are carried out by network services based on udp protocol.It's hard work, and the technology is sticking to the top.In the process of mitigating the weaponization of feedback, the following two points need to be remembered: