Research Achievements from the School of Computer Science and Information Engineering at Hefei University of Technology Published in the Top Chinese Journal ‘Science China: Information Sciences’
Deep neural networks exhibit exceptional performance in visual classification tasks; however, their security faces significant challenges, particularly as the output results of classifiers are susceptible to malicious manipulation through adversarial attacks. To address this issue, adversarial training has rapidly developed as an effective defense mechanism. However, existing adversarial training methods predominantly rely on white-box defense … Read more
