Adversarial Robustness Toolbox Adversarial Robustness 360 Toolbox (ART) is a Python library supporting developers and researchers in defending Machine Learning models (Deep Neural Networks, Gradient Boosted Decision Trees, Support Vector Machines, Random Forests, Logistic...
openappsec open-appsec (openappsec.io) builds on machine learning to provide preemptive web app & API threat protection against OWASP-Top-10 and zero-day attacks. It can be deployed as an add-on to Kubernetes Ingress, NGINX, Envoy (soon), and API Gateways....
Deepfake Offensive Toolkit dot (aka Deepfake Offensive Toolkit) makes real-time, controllable deepfakes ready for virtual camera injection. dot is created for performing penetration testing against e.g. identity verification and video conferencing systems, for the use by...
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:...
OMLASP OMLASP – Open Machine Learning Application Security Project is intended to become a standard for auditing Machine Learning algorithms. It will not only focus on the security of the algorithms but also on their...
Malware Detection using machine learning Analysis modules: Static: Features are extracted from PE file headers (mainly Optional Header) Dynamic: Features are the API calls traced using Cuckoo Sandbox Datasets construction Static Malware samples were...
shennina Shennina is an automated host exploitation framework. The mission of the project is to fully automate the scanning, vulnerability scanning/analysis, and exploitation using Artificial Intelligence. Shennina is integrated with Metasploit and Nmap for...
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...
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 (computer) network and understand...
What is the N3XT ST3P? With the explosive growth of web applications since the early 2000s, web-based attacks have progressively become more rampant. One common solution is the Web App Firewall (WAF). However, tweaking...
