SYSTEM AND METHOD FOR BOTNET DETECTION

SYSTEM AND METHOD FOR BOTNET DETECTION

A method, system, and apparatus configured to use a Bayesian inference model for detecting botnets in a network is disclosed. The system and apparatus may include an event generator and a controller. The event generator may detect at least one event in received data, and provide information associat...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: KHAYAM SYED ALI, ASHFAQ AYESHA BINTE, ABAID ZAINAB, ASLAM MUHAMMAD UMAR, RAMAY NAURIN RASHEED, AHMED SYED AFFAN
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRIC DIGITAL DATA PROCESSING
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:A method, system, and apparatus configured to use a Bayesian inference model for detecting botnets in a network is disclosed. The system and apparatus may include an event generator and a controller. The event generator may detect at least one event in received data, and provide information associated with the at least one event. The controller may receive the information associated with the at least one event, determine, using a Bayesian learning process, a Bayesian network model based on the information associated with the at least one event, and determine whether at least one host associated with the received data is a bot.