Securing Artificial Intelligence Systems
What you will 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
Description
“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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Some course images are from freepik
Others were created using OpenAIs Dall-E
Content
Introduction
Module 1: Introduction to AI Security
Module 2: Securing AI Models and Datasets
Module 3: AI Infrastructure Security
Module 4: Anomaly Detection and Threat Intelligence for AI
Module 5: Addressing Ethical Considerations in AI Security