Search Results for author: Koichi Konishi

Found 2 papers, 0 papers with code

Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance

no code implementations15 Jan 2024 Tinghui Ouyang, AprilPyone MaungMaung, Koichi Konishi, Yoshiki Seo, Isao Echizen

In the era of large AI models, the complex architecture and vast parameters present substantial challenges for effective AI quality management (AIQM), e. g. large language model (LLM).

Language Modelling Large Language Model +2

Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy

no code implementations18 Jan 2023 Yusuke Kawamoto, Kazumasa Miyake, Koichi Konishi, Yutaka Oiwa

In this article, we propose the Artificial Intelligence Security Taxonomy to systematize the knowledge of threats, vulnerabilities, and security controls of machine-learning-based (ML-based) systems.

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