You Only Attack Once: Single-Step DeepFool Algorithm
Adversarial attacks expose the latent vulnerabilities within artificial intelligence systems, necessitating a reassessment and enhancement of model robustness to ensure the reliability and security of deep learning models against malicious attacks. We propose a fast method designed to efficiently fi...
Saved in:
Main Authors: | Jun Li, Yanwei Xu, Yaocun Hu, Yongyong Ma, Xin Yin |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2024-12-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/15/1/302 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Adversarial attacks and defenses in deep learning
by: Ximeng LIU, et al.
Published: (2020-10-01) -
An Adversarial Attack via Penalty Method
by: Jiyuan Sun, et al.
Published: (2025-01-01) -
Membership inference attack and defense method in federated learning based on GAN
by: Jiale ZHANG, et al.
Published: (2023-05-01) -
Enhancing adversarial transferability with local transformation
by: Yang Zhang, et al.
Published: (2024-11-01) -
Double adversarial attack against license plate recognition system
by: Xianyi CHEN, et al.
Published: (2023-06-01)