title: ÐÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ ÑÐ¸ÑÑÐµÐ¼-Ð¿ÑÐ¸Ð¼Ð°Ð½Ð¾Ðº Ð´Ð»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ°
titleType: Subtitle
title: Using honeypot systems to botnets detection
Creators: name: ÐÐ°ÑÑÐ¸Ð³Ð¾Ð², Ð ÑÑÑÑÐ¼
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2020
Subjects: ÐÐ½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ
ÐÐ½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐµ ÑÐ¸ÑÑÐµÐ¼Ñ
Ð±Ð¾Ñ-ÑÐµÑÐ¸
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹
Ð¼Ð½Ð¾Ð³Ð¾Ð°Ð³ÐµÐ½ÑÐ½Ð°Ñ ÑÐ¸ÑÑÐµÐ¼Ð°
botnet
botnet detection
multi-agent system

description: ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¸ Ð¿Ð¾Ð¸ÑÐºÑ ÑÐµÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹ Ð² ÑÐµÑÐ¸ ÐÐ½ÑÐµÑÐ½ÐµÑ. ÐÐ°Ð´Ð°ÑÐ¸, ÑÐµÑÐ°ÐµÐ¼ÑÐµ Ð² ÑÐ¾Ð´Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: 1. ÐÐ·ÑÑÐµÐ½Ð¸Ðµ Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÐµÐ¹ ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. 2. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð¸Ðµ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¿ÑÐ¸Ð¼ÐµÐ½Ð¸Ð¼Ð¾ÑÑÐ¸ ÑÐ¸ÑÑÐµÐ¼-Ð¿ÑÐ¸Ð¼Ð°Ð½Ð¾Ðº Ð´Ð»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. 3. ÐÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ ÑÐ²Ð¾Ð¹ÑÑÐ² Ð¿ÑÐ¸Ð¼Ð°Ð½ÐºÐ¸ Ð½ÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼ÑÑ Ð´Ð»Ñ Ð¼Ð°ÐºÑÐ¸Ð¼Ð°Ð»ÑÐ½Ð¾Ð¹ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. 4. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð¿ÑÐ¾ÑÐ¾ÑÐ¸Ð¿Ð° ÑÐ¸ÑÑÐµÐ¼Ñ Ð¿ÑÐ¸Ð¼Ð°Ð½ÐºÐ¸ Ð´Ð»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. 5. ÐÐ¾ÑÑÑÐ¾ÐµÐ½Ð¸Ðµ Ð¼Ð¾Ð´ÐµÐ»Ð¸ Ð¼Ð½Ð¾Ð³Ð¾Ð°Ð³ÐµÐ½ÑÐ½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. Ð ÐºÐ°ÑÐµÑÑÐ²Ðµ ÑÐµÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð»Ð¸ÑÑ ÑÐ¸ÑÑÐµÐ¼Ñ-Ð¿ÑÐ¸Ð¼Ð°Ð½ÐºÐ¸, Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐ¸Ðµ ÑÐ¾Ð±Ð¸ÑÐ°ÑÑ ÑÐ¸Ð³Ð½Ð°ÑÑÑÑ ÑÐ°Ð½ÐµÐµ Ð½ÐµÐ¸Ð·Ð²ÐµÑÑÐ½ÑÑ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. ÐÐ¾ÑÐ»Ðµ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸ ÑÐ¸ÑÑÐµÐ¼Ñ-Ð¿ÑÐ¸Ð¼Ð°Ð½ÐºÐ¸, Ð¾Ð½Ð° Ð±ÑÐ»Ð° Ð¿ÑÐ¾ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð°, ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ ÑÐµÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¿Ð¾ÐºÐ°Ð·Ð°Ð»Ð¸, ÑÑÐ¾ ÑÐµÑÐµÐ½Ð¸Ðµ Ð¸Ð¼ÐµÐµÑ ÑÐ²Ð¾Ð¸ Ð½ÐµÐ´Ð¾ÑÑÐ°ÑÐºÐ¸ Ð¸ Ð´Ð»Ñ Ð¸Ñ ÑÑÑÑÐ°Ð½ÐµÐ½Ð¸Ñ ÑÑÐµÐ±ÑÐµÑÑÑ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¼Ð½Ð¾Ð³Ð¾Ð°Ð³ÐµÐ½ÑÐ½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹. ÐÐ¾ÑÑÑÐ¾ÐµÐ½Ð° Ð¼Ð¾Ð´ÐµÐ»Ñ Ð¼Ð½Ð¾Ð³Ð¾Ð°Ð³ÐµÐ½ÑÐ½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ñ. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð° ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ ÑÐ¸ÑÑÐµÐ¼ Ð¿ÑÐ¸Ð¼Ð°Ð½Ð¾Ðº Ð´Ð»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð½ÐµÐ¸Ð·Ð²ÐµÑÑÐ½ÑÑ Ð±Ð¾Ñ-ÑÐµÑÐµÐ¹ Ð² ÑÐµÑÐ¸ ÐÐ½ÑÐµÑÐ½ÐµÑ.
description: This work is devoted to the study and search for a solution to the problem of detecting botnets on the Internet. Tasks solved during the study: 1. Exploring the possibilities of existing botnet detection methods. 2. An analysis of the applicability of honeypot systems for detecting botnets. 3. Determination of the properties of the honeypot necessary for maximum detection efficiency of botnets. 4. Development and testing of a prototype honeypot system for detecting botnets. 5. Building a model of a multi-agent system for detecting botnets. As a solution to the problem, honeypots were used to collect signatures of previously unknown botnets. After development and testing of the honeypot system, the results showed that the solution has its drawbacks and the development of a multi-agent botnet detection system is required to eliminate them. A model of a multi-agent system is built. The specialization of honeypot systems for detecting unknown botnets on the Internet.