Isao Echizen
3 papers in the PaperMetrix corpus
Papers by this author
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Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings
2023 · arXiv (Cornell University)
In this paper, we propose a new key-based defense focusing on both efficiency and robustness. Although the previous key-based defense seems effective in defending against adversarial examples, carefully designed adaptive attacks can bypass the previous …
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A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance
2023 · arXiv (Cornell University)
Data outside the problem domain poses significant threats to the security of AI-based intelligent systems. Aiming to investigate the data domain and out-of-distribution (OOD) data in AI quality management (AIQM) study, this paper proposes to …
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News Ninja: Gamified Annotation of Linguistic Bias in Online News
2024 · Proceedings of the ACM on Human-Computer Interaction
Recent research shows that visualizing linguistic bias mitigates its negative effects. However, reliable automatic detection methods to generate such visualizations require costly, knowledge-intensive training data. To facilitate data collection for media bias datasets, we present …