Fast-Flux Botnet Detection Based on Weighted SVM
نویسندگان
چکیده
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 کاملSurvey on network-based botnet detection methods
Botnets are an important security problem on the Internet. They continuously evolve their structure, protocols and attacks. This survey analyzes and compares the most important efforts carried out in a network-based detection area. It accomplishes four tasks: first, the comparison of previous surveys and the proposal of four new dimensions to analyze their classification schemes; second, a new ...
متن کاملBotnet Detection Based on Network Behavior
Current techniques for detecting botnets examine traffic content for IRC commands, monitor DNS for strange usage, or set up honeynets to capture live bots. Our botnet detection approach is to examine flow characteristics such as bandwidth, packet timing, and burst duration for evidence of botnet command and control activity. We have constructed an architecture that first eliminates traffic that...
متن کاملBotnet Detection Technology Based on DNS
With the help of botnets, intruders can implement a remote control on infected machines and perform various malicious actions. Domain Name System (DNS) is very famous for botnets to locate command and control (C and C) servers, which enormously strengthens a botnet’s survivability to evade detection. This paper focuses on evasion and detection techniques of DNS-based botnets and gives a review ...
متن کاملNepenthes Honeypots based Botnet Detection
Thenumbers of the botnet attacks areincreasing day by day and the detection of botnet spreading in the network has become very challenging. Bots are having specific characteristics incomparison of normal malware as they are controlled by the remote master server and usually don’t show their behavior like normal malware until they don’t receive any command from their master server. Most of time ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Information Technology Journal
سال: 2012
ISSN: 1812-5638
DOI: 10.3923/itj.2012.1048.1055