Fortifying AI: Hands-On Training in Adversarial Attacks and Defense of AI Systems

Fortifying AI: Hands-On Training in Adversarial Attacks and Defense of AI Systems

Level of Instruction: Beginner

Instructed by: Vishal "Vish" Thakur, John "Jlo" Lopes

Abstract:

As AI becomes integral to critical systems, its vulnerabilities to adversarial attacks and data-related weaknesses pose serious risks. This interactive, one-day training is designed for AI practitioners, researchers, and security professionals to understand and mitigate these challenges. Participants will gain a comprehensive foundation in AI security, exploring adversarial attack techniques, defense mechanisms, and best practices for building robust datasets.