Deep-pwning is a lightweight framework for experimenting with machine learning models with the goal of evaluating their robustness against a motivated adversary. Note that deep-pwning in its current state is nowhere close to maturity or completion....
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 valid exploits for the identified...
MADLIRA Malware detection using learning and information retrieval for Android Overview MADLIRA is a tool for Android malware detection. It consists of two components: TFIDF component and SVM learning component. In general, it takes...
PassGAN This repository contains code for the PassGAN: A Deep Learning Approach for Password Guessing paper. The model from PassGAN is taken from Improved Training of Wasserstein GANs and it is assumed that the authors of PassGAN used...
mushikago Mushikago is an automatic penetration testing tool using game AI, which focuses on the verification of post-exploit among penetration testing tools. Features Full Automatic penetration testing tool Device detection IT penetration testing ICS...
WAF-A-MoLE A guided mutation-based fuzzer for ML-based Web Application Firewalls, inspired by AFL and based on the FuzzingBook by Andreas Zeller et al. Given an input SQL injection query, it tries to produce a semantic invariant query that is able...
AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning AutoPentest-DRL is an automated penetration testing framework based on Deep Reinforcement Learning (DRL) techniques. The framework determines the most appropriate attack path for a given network...
Detection of Sensitive Data Exposure in Images In the current age of smart devices and smartphones, any image taken using these devices is immediately auto uploaded to the cloud (Google Photos, iCloud, etc) or...
The idea of artificial intelligence (AI) has captured human imagination ever since it was first conceived. Nowadays AI is more than just an idea. The influence of computers on our livelihood has been growing...
Pesidious – Malware Mutation using Deep Reinforcement Learning and GANs Pesidious is an open-source tool that uses Generative Adversarial Networks (GAN) and Reinforcement Learning (RL) to generate mutative malware that can evade nextgen AI-powered...
