76 citations · 77 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Leveraging Generalizability of Image-to-Image Translation for Enhanced Adversarial Defense
Haibo Zhang, Zhihua Yao, Kouichi Sakurai +1
In the rapidly evolving field of artificial intelligence, machine learning emerges as a key technology characterized by its vast potential and inherent risks. The stability and rel…
cs.LG2024★ 76 cited
A Review on Machine Unlearning
Haibo Zhang, Toru Nakamura, Takamasa Isohara +1
Recently, an increasing number of laws have governed the useability of users' privacy. For example, Article 17 of the General Data Protection Regulation (GDPR), the right to be for…
cs.CV2024★ 1 cited
Versatile Defense Against Adversarial Attacks on Image Recognition
Haibo Zhang, Zhihua Yao, Kouichi Sakurai
Adversarial attacks present a significant security risk to image recognition tasks. Defending against these attacks in a real-life setting can be compared to the way antivirus soft…