A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
2020 · Computer Science Review · 487 citations
https://doi.org/10.1016/j.cosrev.2020.100270
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Xiaowei Huang
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390
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34
h-index
92
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Xiaowei Huang is an academic researcher from Jiangsu University. The author has contributed to research in topics: Adversarial Robustness in Machine Learning & Formal Methods in Verification & Anomaly Detection Techniques and Applications. The author has an h-index of 34, co-authored 332 publications.
ORCID: 0000-0001-6267-0366Papers by this author
worksA survey of safety and trustworthiness of large language models through the lens of verification and validation
2024 · Artificial Intelligence Review · 94 citations
https://doi.org/10.1007/s10462-024-10824-0
Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China
2018 · Landslides · 92 citations
https://doi.org/10.1007/s10346-018-1007-z
Metagenomic and machine learning-aided identification of biomarkers driving distinctive Cd accumulation features in the root-associated microbiome of two rice cultivars
2023 · ISME Communications · 63 citations
https://doi.org/10.1038/s43705-023-00213-z
Generative Prompt Controlled Diffusion for weakly supervised semantic segmentation
2025 · Neurocomputing · 28 citations
https://doi.org/10.1016/j.neucom.2025.130103
Safeguarding large language models: a survey
2025 · Artificial Intelligence Review · 26 citations
https://doi.org/10.1007/s10462-025-11389-2
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