Lists (32)
Adversary Simulation
Adversary simulationsAI-LLM
Promp engineering etc.Attack Simulation and Automation
Attack simulation, detection engineering, purple teaming. etc.Blue Team Tools
Data Science
Data Visualization
Interactive dashboarding etc.DFIR
DFIR and Hunting Tools
Useful tools for threat hunting and DFIRDFIR: Cloud
Graph
Identity and Cloud
Entra ID, Azure related ttack and defenseJupyter and Python
Knowledge Repos
LOLBins, query repos, etc.Lab Environment and Automation
Malware Analysis and YARA
Microsoft Sentinel and Defender
Red Team: Collection
Red Team: Command and Control
RAT tools etc.Red Team: Credential Access
Red Team: Defense Evasion
Red Team: Discovery
Bloodhound, Kubehound, and other stuffRed Team: Execution
Red Team: Exfiltration
Red Team: Initial Access
Phishing, etc.Red Team: Lateral Movement
Red Team: Persistence
Red Team: Privilege Escalation
Red Team: Reconnaissance
Red Team: Resource Development
Red Team Tools
Red team toolsSecurity Data Science
Training
Stars
21 Lessons, Get Started Building with Generative AI
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Python Data Science Handbook: full text in Jupyter Notebooks
A game theoretic approach to explain the output of any machine learning model.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Free hands-on digital forensics labs for students and faculty
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
An introduction to network analysis and applied graph theory using Python and NetworkX
Interactive Azure Sentinel Notebooks provides security insights and actions to investigate anomalies and hunt for malicious behaviors.
Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy
PhD/MSc course on Machine Learning Security (Univ. Cagliari)
Open Dataset of Cobalt Strike Beacon metadata (2018-2022)
Repository to publish sample use cases, templates, solutions, automations for Microsoft Defender Threat Intelligence (MDTI) product
A lab environment for learning about MSTICPy
Repo to track SANS BlueTeam Summit Presentation
Training and support materials for MSTICPy
Threat Hunting with Jupyter Notebooks on Taegis
Extras for the SANS Applied Data Science and Machine Learning for Information Security Professionals course