In this chapter, how AI-supported data analytics methods can be used against botnet attacks, the effectiveness of these technologies in security, the technical and ethical challenges encountered, and future development areas will be evaluated in detail. At the end of the chapter, in the light of the solutions offered by artificial intelligence against botnet attacks, recommendations will be presented for future directions and the development of healthier solutions in this field.