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Trustworthy AI in the Era of Generative Models: Security, Fairness, and Reliability

COM SCI 751.8

Join our interactive webinar on Trustworthy Machine Learning to explore AI reliability, fairness, and GenAI security threats, covering key concepts, real-world risks, and expert-led case studies with Q&A, all without requiring coding experience.

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Live Online
$0
As few as 1 day
0.0

About this course:

Join our comprehensive Trustworthy Machine Learning webinar exploring the critical foundations of AI system reliability, fairness, and security in the modern AI landscape. This interactive online session covers essential concepts, including model trustworthiness definitions, fairness metrics, robustness techniques, and interpretability methods, with special focus on emerging Generative AI security challenges and vulnerabilities. Participants will gain insights into real-world threats, including adversarial attacks, data poisoning, model inversion, and the unique security risks posed by large language models and generative systems. The webinar addresses both traditional ML trustworthiness issues, such as distribution shifts and bias detection, alongside cutting-edge GenAI concerns like prompt injection, model extraction, and hallucination mitigation strategies. Led by industry experts, this session combines theoretical foundations with practical case studies of ML failures and GenAI security breaches, delivered through interactive polls and live Q&A segments without hands-on coding components.

Summer 2025 Schedule

Date & Time
Details
Format
 
Friday 12:00PM - 1:00PM PT
Available
See Details
405995
Live Onlineformat icon
Location: Remote Classroom
Schedule
Type
Date
Time
Location
Discussion
Fri Sep 5, 2025
12:00PM PT - 1:00PM PT
Remote Classroom

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