Fundamentals of Artificial Intelligence Security
Artificial Intelligence (AI) is rapidly transforming industries and organizations, but its growing adoption also introduces new security risks and challenges. This talk provides an introduction to the fundamentals of AI security, focusing on threats and vulnerabilities affecting AI models and applications. Participants will learn about common AI attacks, security risks associated with Generative AI and Large Language Models (LLMs), and fundamental approaches for protecting AI systems.
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Agenda
- Introduction to AI Security and the Evolving Threat Landscape
- Attacks and Vulnerabilities in AI Systems
- Security Risks in Generative AI and Large Language Models (LLMs)
- Defending and Securing AI Systems
- Trustworthy AI, Responsible Deployment, and Future Security Challenges