WordDGA: Hybrid Knowledge-Based Word-Level Domain Names Against DGA Classifiers and Adversarial DGAs

A Domain Generation Algorithm (DGA) employs botnets to generate domain names through a communication link between the C&C server and the bots. A DGA can generate pseudo-random AGDs (algorithmically generated domains) regularly, a handy method for detecting bots on the C&C server. Unlike curr...

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Bibliographic Details

Published in:	Informatics
Main Authors:	Sarojini Selvaraj, Rukmani Panjanathan
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Subjects:	cybersecurity Domain Generation Algorithms (DGAs) DNS word-based DGA botnet neural language models RCNN-BiLSTM
Online Access:	https://www.mdpi.com/2227-9709/11/4/92