Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
2 Hour(s) 43 Minute(s)
Language
English
Taught by
Francis Gorman
Certificate
- Available
- *The delivery and distribution of the certificate are subject to the policies and arrangements of the course provider.
Rating
1 views
Course Overview
Securing Artificial Intelligence Systems
"AI Security Essentials" is an online course designed for individuals aiming to achieve a deeper understanding of securing artificial intelligence (AI) systems. In this course, you will embark on an educational journey that explores the fascinating world of AI and equips you with the knowledge and skills to protect AI models, datasets, and infrastructure from potential threats and vulnerabilities.
The course covers a wide range of crucial topics related to AI security. You will dive into the intricacies of threat modeling, understanding how to identify and assess risks specific to AI systems. Through practical exercises and case studies, you will learn effective approaches to anomaly detection, enabling you to detect and respond to any irregularities or malicious activities within AI models and datasets.
Ethical considerations in AI security are a fundamental aspect of the course. You will explore the importance of fairness, transparency, and accountability in AI systems, and gain insights into addressing potential biases and discriminatory outcomes. Best practices in AI security will be emphasized, providing you with industry-proven methodologies and techniques to implement robust security measures throughout the AI lifecycle.
Throughout the course, you will engage in hands-on assignments, video lead training material and learning resources that reinforce your educational journey. Real-life examples and practical scenarios will be presented to illustrate the challenges and opportunities in securing AI systems.
Upon completion of this course, you will emerge with a grounded understanding of AI security fundamentals. You will be equipped to better navigate the complex landscape of AI security, effectively protect AI systems from potential threats, and foster trust in the reliability and integrity of AI technology.
Join "AI Security Essentials" to embark on an enlightening educational journey and become a proficient guardian of AI systems in today's evolving digital landscape.
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Others were created using OpenAIs Dall-E
Course Content
- 7 section(s)
- 8 lecture(s)
- Section 1 Introduction
- Section 2 Module 1: Introduction to AI Security
- Section 3 Module 2: Securing AI Models and Datasets
- Section 4 Module 3: AI Infrastructure Security
- Section 5 Module 4: Anomaly Detection and Threat Intelligence for AI
- Section 6 Module 5: Addressing Ethical Considerations in AI Security
- Section 7 Final Assignment
What You’ll Learn
- Understand AI cyber security challenges, vulnerabilities, and threats.
- Understand how to secure AI models, datasets, and infrastructure.
- Address ethical considerations for responsible AI security.
- Understand the current regulatory space as it pertains to AI
- Empower yourself to speak confidently around AI and Machine Learning Security considerations
- Understand the risks introduced by generative AI's like ChatGPT, Claude, MS Bing Chat
Skills covered in this course
Reviews
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LLevi Chinecherem C.
At some point I was wishing this was face to face class, I just love your sincerity at the point you made some mistakes and you took it upon yourself you did not edit it out, that got me hooked. I got a lot of this course, it’s my first course on AI security and as someone building an AI system I got even more insights on what and how to do things right with the right why behind the actions. This is definitely good.
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NNorman Smith
Great course! Everything you need to know about AI Security Essentials to get started!
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AAnna Sjoholm
I enjoy the content. But the slides are too small. Contrast between white and red letters is unbearable
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DDarleen Veter
The screenshots of the writing needs to be in different colors (red on blue) and the with the font so small, it's not easily readable
