Bashoratlash algoritmlari bir narsani kategoriyalash, tahlil qilish yoki bashorat berish uchun ishlatiladi. Ular masalan, ta’lim, marketing, tadbirkorlik, va boshqa sohalar bo‘yicha amal qiladi. Bashoratlash algoritmlaming qay birini tanlash sizning maqsadingiz va masalangizga bog‘liq.
Intrusion Detection and prevention System (IDS, IDPS) is one of the solutions implemented against malicious network attacks. Implementing an IDS and IDPS systems is difficult because attackers are constantly changing the tools and methods they use. This article presents the challenges and benefits of using data mining technologies to mitigate network attacks. Methods and tools have been developed for the formation of an intrusion detection system based on data mining of operational analysis and effective response, allowing to get rid of some known shortcomings of signature search and anomaly detection systems