Results 101 to 110 of about 173,113 (165)

Cross-representation transferable adversarial examples generation for audio classification

网络与信息安全学报
Adversarial examples have been used as an important tool for detecting vulnerabilities in deep neural networks. The unique property of transferability enables them to deceive black-box deep neural network models.
TIAN Zilin, LONG Yunfei, TIAN Ye, ZHANG Liguo   +3 more
doaj  

Analysis of Adversarial Examples

The rise of artificial intelligence (AI) has significantly impacted the field of computer vision (CV). In particular, deep learning (DL) has advanced the development of algorithms that comprehend visual data. In specific tasks, DL exhibits human capabilities and is impacting our everyday lives such as virtual assistants, entertainment or web searches ...
openaire   +2 more sources

Enhancing Adversarial Defense via Brain Activity Integration Without Adversarial Examples. [PDF]

Sensors (Basel)
Nakajima T, Maeda K, Togo R, Ogawa T, Haseyama M.   +4 more
europepmc   +1 more source

Adversarial Examples on XAI-Enabled DT for Smart Healthcare Systems. [PDF]

Sensors (Basel)
Imam NH.
europepmc   +1 more source

Optimization of Communication Signal Adversarial Examples by Selectively Preserving Low-Frequency Components of Perturbations. [PDF]

Sensors (Basel)
Zhang Y, Wang L, Wang X, Shi D, Bai J.
europepmc   +1 more source

Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples. [PDF]

Front Comput Neurosci
Caro JO, Ju Y, Pyle R, Dey S, Brendel W, Anselmi F, Patel AB.   +6 more
europepmc   +1 more source

Low Uncertainty Adversarial Examples

Neural networks are vulnerable to adversarial attacks. Adversarial samples are samples that have a small perturbation compared to the original input they were create from, but are misclassified by the attacked neural network. In the case of images, adversarial examples are generally indistinguishable from the original image by human perception.
openaire   +1 more source

Adversarial Examples

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
openaire   +1 more source

Query-efficient decision-based adversarial attack with low query budget. [PDF]

Sci Rep
Tuo Y, Yin M, Che S.
europepmc   +1 more source

Localized Query Attack Toward Transformer-Based Visible Object Detectors. [PDF]

Sensors (Basel)
Wang Y, Li A, Yang Z, Liu X.
europepmc   +1 more source