A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning

Deep Learning (DL) techniques are being used in various critical applications like self-driving cars. DL techniques such as Deep Neural Networks (DNN), Deep Reinforcement Learning (DRL), Federated Learning (FL), and Transfer Learning (TL) are prone to adversarial attacks, which can make the DL techn...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Haider Ali, Dian Chen, Matthew Harrington, Nathaniel Salazar, Mohannad Al Ameedi, Ahmad Faraz Khan, Ali R. Butt, Jin-Hee Cho
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Attacks defenses deep neural networks federated learning transfer learning deep reinforcement learning
Online Access:	https://ieeexplore.ieee.org/document/10288459/