education.md

Educational Resources in AI Security

This document lists various educational resources in the field of AI Security, including online courses, tutorials, webinars, and more. These resources are aimed at providing learning opportunities for individuals at different levels of their AI Security journey.

Overviews

• Artificial Intelligence Security: Threats and Countermeasures
• AI安全综述
• AI Security Overview

Online Courses

Course Title	Provider	Description	Link
人工智能安全	复旦大学曾剑平和阿里云天池	涉及机器学习模型的投毒攻击、逃避攻击，聚类模型的攻击，以及人工智能技术在入侵检测、虚假新闻检测、谣言检测等方面的应用	link
Secure and Private AI	UDACITY	Learn three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Encrypted Computation.	link
CS 259D Data Mining for Cyber Security	Stanford University	The course covers various applications of data mining in computer and network security. Topics include: Overview of the state of information security; malware detection; network and host intrusion detection; web, email, and social network security; authentication and authorization anomaly detection; alert correlation; and potential issues such as privacy issues and adversarial machine learning.	link
Google Cybersecurity	Coursera	This is your path to a career in cybersecurity. In this certificate program, you’ll learn in-demand skills that can have you job-ready in less than 6 months. No degree or experience required.	link
AI in Cybersecurity	IBM Technology	Cybersecurity professionals are in short supply. How can companies boost the efficiency of their existing cybersecurity staff? In this video, Jeff "the security guy" explains how AI can act as a force multiplier that help you address security threats more effectively.	link
...	...	...	...

Tutorials and Guides

Tutorial Title	Description	Link
Applied Machine Learning for Security Informatics	Short Course - Applied Machine Learning for Security Informatics.	View Tutorial
...	...	...

Webinars and Workshops

Webinar Title	Host	Date	Link
...	...	...	...

...