Multi-agent Based Approach of Botnet Detection

نویسندگان

  • S. M. LYSENKO
  • A. F. KRYSHCHUK
چکیده

A new approach for the botnet detection based on multi-agent system is proposed. The structure and main principles of antiviral agents’ functioning within multi-agent system is developed. The principles of communication between the agent’s units before and after attack on the computer system were developed. Software for realisation of antivirus multi-agent system on proposed techniques was developed. It shows growth of accuracy by 3-5% in comparison with known antivirus software. This approach is the basis for the development of new informational technology of antivirus diagnosing based on multi-agent system in order to increase the accuracy for the botnet detection in computer systems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

BotRevealer: Behavioral Detection of Botnets based on Botnet Life-cycle

Nowadays, botnets are considered as essential tools for planning serious cyberattacks. Botnets are used to perform various malicious activities such as DDoSattacks and sending spam emails. Different approaches are presented to detectbotnets; however most of them may be ineffective when there are only a fewinfected hosts in monitored network, as they rely on similarity in...

متن کامل

SMS-Based Mobile Botnet Detection Framework Using Intelligent Agents

Along with increasing security measures in Android platforms, the amount of Android malware that use remote exploits has grown significantly. Using mobile botnets, attackers concentrate on reliable attack vectors such as SMS messages. Short Message Service (SMS) has been increasingly targeted by a number of malicious applications (“apps”) that have the ability to abuse SMS features in order to ...

متن کامل

BotOnus: an online unsupervised method for Botnet detection

Botnets are recognized as one of the most dangerous threats to the Internet infrastructure. They are used for malicious activities such as launching distributed denial of service attacks, sending spam, and leaking personal information. Existing botnet detection methods produce a number of good ideas, but they are far from complete yet, since most of them cannot detect botnets in an early stage ...

متن کامل

Agent-based Modeling and Simulation of Botnets and Botnet Defense

Nowadays we are witnesses of the rapid spread of botnets across the Internet and using them for different cyber attacks against our systems. Botnets join a huge number of compromised computers in the Internet and allow using these computers for performing vulnerability scans, distributing denial-of-service (DDoS) attacks and sending enormous amounts of spam emails. It is a very complex task to ...

متن کامل

Mining Concept-Drifting Data Stream to Detect Peer to Peer Botnet Traffic

We propose a novel stream data classification technique to detect Peer to Peer botnet. Botnet traffic can be considered as stream data having two important properties: infinite length and drifting concept. Thus, stream data classification technique is more appealing to botnet detection than simple classification technique. However, no other botnet detection approaches so far have applied stream...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012