YoVDO

Universal Adversarial Perturbations in Machine Learning - Spring 2021

Offered By: University of Central Florida via YouTube

Tags

Machine Learning Courses Artificial Intelligence Courses Computer Vision Courses Neural Networks Courses Image Processing Courses Data Security Courses

Course Description

Overview

Explore universal adversarial perturbations in this 23-minute lecture from the University of Central Florida's CAP6412 course. Delve into the motivation behind these perturbations, their definition, and key contributions to the field. Examine experimental results, visualizations, and cross-model universality. Gain insights into the process of finetuning and its implications for adversarial machine learning.

Syllabus

Introduction
Outline
Motivation
Definition
Contributions
Universal perturbations
Experiments
Results
Visualization
Crossmodel universality
Visualizations
Finetuning


Taught by

UCF CRCV

Tags

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent