Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Linux Foundation

Defending Against Adversarial Model Attacks Using Kubeflow

Linux Foundation via YouTube

Overview

Explore defensive strategies against adversarial model attacks in this 43-minute conference talk by IBM experts Animesh Singh and Andrew Butler. Delve into the vision for Trusted AI, understand various adversarial threats, and learn how to leverage Kubeflow and Kubeflow pipelines for robust model protection. Gain insights into the Square Attack technique, examine key parameters, and witness practical demonstrations of explainer flows. Discover the importance of building adversarial teams and acquire valuable contact information for further inquiries on enhancing AI model security.

Syllabus

Introduction
Presentation
Vision for Trusted AI
Adversarial Threats
Art and Practice
Kubeflow
Kubeflow pipelines
Square Attack
Parameters
Explainer Spec
Explainer Flow
Explainer Demo
Adversarial Team
Contact Information
Conclusion

Taught by

Linux Foundation

Reviews

Start your review of Defending Against Adversarial Model Attacks Using Kubeflow

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.