Some results of my DGA reversing efforts

A collection of known Domain Generation Algorithms

DGA Domain Detection using Bigram Frequency Analysis

DGA Detective - Hunt domains generated by Domain Generation Algorithms to identify malware traffic

DGA-generated domain detection using deep learning models

Deep Learning for Domain Name System

heiDGAF - a machine learning based DNS inspector to detect DGAs in the wild!

Domain Generation Algorithm developed with Google Trends

Use Keras or TFLearn to detetct DGA via LSTM, AMSGrad and NAdam

dga domain detected by lstm model

DGA domain classification algorithms.

Machine Learning based transformer fault detection using DGA data

Generate memorable domain names

Advanced DGA Detection Framework: Hybrid Transformer Architecture with TLD-Aware Multi-Task Learning

Domain generation algorithm based on stock prices

A framework for evaluating Large Language Models in zero-shot detection of Algorithmically Generated Domains (AGDs) used by malware for Command and Control communication.

Fall21 Semester Research in Applying NLP methods to Malware Domain Generation Algorithms (DGA) to improve Command-and-Control Center identification.

A Python implementation of the SUNBURST DGA Cipher for encoding and decoding messages. This tool demonstrates substitution cipher techniques and secure coding practices.

RAMPAGE is a framework aimed at training and comparing machine learning models for the detection of Algorithmically Generated Domains.