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Author

Z. Huang

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Review Sep 2026

Data-Centric Challenges, Techniques, and Impacts: A Survey on Image Data Perturbation

Data-driven deep learning models have revolutionized the ability to understand and model intrinsic data patterns. However, in real-world applications, their reliability is often compromised by inherent randomness, uncertainty, and potential adversarial threats, particularly those originating from data. As a critical co...

Pengfei Zhang, Guangdong Bai, Xin-Shun Xu et al. · 0 citations
Open access Jun 2026

Unveiling AI-Driven Web Applications: Insights into Characteristics, Functionality, and Compliance

The first large-scale, cross-platform study of plugins from five major web application marketplaces, covering domains from office productivity to software development, indicates that AI-assisted plugins face a range of emerging issues that negatively impact user experience and fail to comply with established AI ethics...

Liuhuo Wan, Zicong Liu, Chuan Yan et al. · 0 citations

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