GCSA: A New Adversarial Example-Generating Scheme Toward Black-Box Adversarial Attacks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3358179
Abstract: This paper focuses on the transferability problem of adversarial examples towards black-box attack scenarios wherein model information such as the neural network structure is unavailable. To tackle this predicament, we propose a new adversarial example-generating… read more here.
Keywords: scheme; adversarial example; black box; example generating ... See more keywords
New Adversarial Image Detection Based on Sentiment Analysis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.48550/arxiv.2305.03173
Abstract: Deep neural networks (DNNs) are vulnerable to adversarial examples, while adversarial attack models, e.g., DeepFool, are on the rise and outrunning adversarial example detection techniques. This article presents a new adversarial example detector that outperforms… read more here.
Keywords: sentiment analysis; detection; adversarial example; new adversarial ... See more keywords