Defense / Machine Learning / Networking
by do son · Published September 13, 2019 · Last modified September 12, 2022
Poseidon Poseidon began as a joint effort between two of the IQT Labs: Cyber Reboot and Lab41. The project’s goal is to explore approaches to better identify what nodes are on a given...
A-Detector A-Detector is a software developed to automate the analysis of network anomalies in large dataframes. Thanks to a series of algorithms, A-Detector can detect anomalous data and display it...
ManaTI Project Machine Learning for Threat Intuitive Analysis The ManaTI project consists of a front-end web application and a back-end server infrastructure. The web application centralizes all the operations of...
Automated Threat Intelligent System An improvised automated threat intelligent system with advanced vulnerability scanners and Opensource Intelligence Information gathering python scripts when integrated with McAfee Advanced Threat Defense and Malware...
loglizer A Python toolkit for anomaly detection via log analysis Loglizer is an open-source python tool for automatic log-based anomaly detection with machine learning techniques. In this project, six popular...
Machine Learning / Malware Analysis
by do son · Published May 1, 2019 · Last modified October 10, 2021
VT Hunting Virus Total Hunting is a tiny tool based on the VT api version 3 to run daily, weekly or monthly report about malware hunting. The report can be...
PyRecommender Recommends optimal injection code for you. PyRecommender can recommend optimal injection code for detecting web app vulnerabilities. Current PyRecommender’s version is beta, it only supports reflective Cross Site Scripting (RXSS)....
Machine Learning / Network PenTest / WebApp PenTest
by do son · Published March 13, 2019 · Last modified October 10, 2021
GyoiThon GyoiThon is a growing penetration test tool using Machine Learning. It identifies the software installed on the web server (OS, Middleware, Framework, CMS, etc…) based on the learning data. After that, it executes...
Polichombr This tool aims to provide a collaborative malware analysis framework. It was originally presented at SSTIC 2016, Analysis platform Polichombr is designed to help analysts to reverse malware, as a...
PyGenerator Fully automatically generate numerous injection codes for web application assessment. PyGenerator can fully automatically generate numerous injection codes for detecting web app vulnerabilities. The current version is beta. Therefore,...
StreamingPhish This is a utility that uses supervised machine learning to detect phishing domains from the Certificate Transparency log network. The firehose of domain names and SSL certificates are made...
VDiscover VDiscover is a tool designed to train a vulnerability detection predictor. Given a vulnerability discovery procedure and a large enough number of training test cases, it extracts lightweight features to predict which test...
Aktaion: Open Source Tool For “Micro Behavior Based” Exploit Detection and Automated GPO Policy Generation Aktaion is a lightweight JVM based project for detecting exploits (and more generally attack behaviors)....
CHIRON is a home analytics based on ELK stack combined with Machine Learning threat detection framework AKTAION. CHIRON parses and displays data from P0f, Nmap, and BRO IDS. CHIRON is...
malwaregan Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior. References to the code The WGAN-GP model trained is based on the...
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