Hadamard’s Defense Against Adversarial Examples
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3106855
Abstract: Adversarial images have become an increasing concern in real-world image recognition applications with deep neural networks (DNN). We observed that all the architectures in DNN use one-hot encoding after a softmax layer. The attacker can… read more here.
Keywords: hadamard defense; defense adversarial; adversarial examples; defense ... See more keywords
Defense against adversarial attacks in traffic sign images identification based on 5G
Sign Up to like & getrecommendations! Published in 2020 at "EURASIP Journal on Wireless Communications and Networking"
DOI: 10.1186/s13638-020-01775-5
Abstract: In the past decade, artificial intelligence and Internet of things (IoT) technology have been rapid development, gradually began to integrate with each other, especially in coming 5G era. Admittedly, image recognition is the key technology… read more here.
Keywords: defense adversarial; adversarial attacks; traffic sign; defense ... See more keywords