Work

SAMI-FGSM: Towards Transferable Attacks with Stochastic Gradient Accumulation

Year: 2025

Type: article

Abstract: Deep neural networks remain susceptible to adversarial examples, where the goal of an adversarial attack is to introduce small perturbations to the original examples in order to confuse the model without being easily detected... | Find, read and cite all the research you need on Tech Science Press

Source: Computers, materials & continua/Computers, materials & continua (Print)

DOI: 10.32604/cmc.2025.064896

Authors: Haolang Feng, Yuling Chen, Yang Huang, Xuewei Wang, Haiwei Sang

Institutions: Guizhou University, Guizhou Education University, Weifang University of Science and Technology

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

Funders: Guizhou Science and Technology Department, Major Scientific and Technological Special Project of Guizhou Province

Awards: G220962924, G3875070266, G5392495429, G7428129486, G7820016620