Automated Security Risk Identification Using AutomationML-based Engineering Data This prototype identifies security risk sources (i.e., threats and vulnerabilities) and types of attack consequences based on AutomationML (AML) artifacts. The results of the risk identification...
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...
SharpML SharpML is a proof of concept file share data mining tool using Machine Learning in Python and C#. The tool is discussed in more detail on our blog here, but is summarised below also:...
Deep Exploit Fully automatic penetration test tool using Machine Learning. Deep Exploit is fully automated penetration tool linked with Metasploit. Deep Exploit has two exploitation modes. Intelligence mode Deep Exploit identifies the status of all opened...
pcfg_cracker This project uses machine learning to identify password creation habits of users. A PCFG model is generated by training on a list of disclosed plaintext/cracked passwords. In the context of this project, the...
Deep Learning models for network traffic classification The development of an anomaly-based intrusion detection system (IDS) is a primary research direction in the field of intrusion detection. An IDS learns normal and anomalous behavior...
Attack Monitor Attack Monitor is Python application written to enhance security monitoring capabilities of Windows 7/2008 (and all later versions) workstations/servers and to automate dynamic analysis of malware. Current modes (mutually exclusive): Endpoint detection...
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 in dynamic graphics. How...
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). Please refer to this blog for...
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 team. It provides an...
