Dynamic-Max-Value ReLU Functions for Adversarially Robust Machine Learning Models

Dynamic-Max-Value ReLU Functions for Adversarially Robust Machine Learning Models

The proliferation of deep learning has transformed artificial intelligence, demonstrating prowess in domains such as image recognition, natural language processing, and robotics. Nonetheless, deep learning models are susceptible to adversarial examples, well-crafted inputs that can induce erroneous...

Full description

Saved in:
Bibliographic Details
Main Authors: Korn Sooksatra, Pablo Rivas
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
machine learning
adversarial machine learning
robustness
trustworthy AI
adversarial examples
Online Access:https://www.mdpi.com/2227-7390/12/22/3551
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2227-7390/12/22/3551

Similar Items