A Comprehensive Review of Adversarial Attacks and Defense Strategies in Deep Neural Networks

A Comprehensive Review of Adversarial Attacks and Defense Strategies in Deep Neural Networks

Artificial Intelligence (AI) security research is promising and highly valuable in the current decade. In particular, deep neural network (DNN) security is receiving increased attention. Although DNNs have recently emerged as a prominent tool for addressing complex challenges across various machine...

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Bibliographic Details
Main Authors: Abdulruhman Abomakhelb, Kamarularifin Abd Jalil, Alya Geogiana Buja, Abdulraqeb Alhammadi, Abdulmajeed M. Alenezi
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Technologies
Subjects:
DNNs
adversarial attacks
defense mechanisms
AI security
Online Access:https://www.mdpi.com/2227-7080/13/5/202
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