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SHF: Small: Practical Mutation Analysis for Quality Assurance of Deep Learning Systems

Organization Auburn UniversityLocation AUBURN, United StatesPosted 1 May 2025Deadline 30 Apr 2028
NSFUS FederalResearch GrantScience FoundationAL
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Deep learning in Artificial Intelligence (AI) relies on deep neural networks (DNNs) to learn complex patterns from data. As DNNs become increasingly integrated into critical applications, ensuring their accuracy and robustness is essential. While testing is a widely used quality assurance method, strong performance on test data does not…

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SHF: Small: Practical Mutation Analysis for Quality Assurance of Deep Learning Systems — Auburn University | United Sta | Dev Procure