Tag Archives: mani

Thinking Inside the Box: Injecting Realistic Radiation Faults in ML Accelerators

Bruno Loureiro Coelho, Seyedmani Sadati, Abraham Chan, Alex Hands, Karthik Pattabiraman, and Paolo Rech. To appear in the Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2026. (Acceptance Rate: 20%) [ PDF | Talk ] (Code) Code Reproducible, Dataset Reproducible
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DLAFI: Software-Based Fault Injection for Permanent Faults in Deep Learning Accelerators

Seyedmani Sadati, Abraham Chan, Udit Kumar Agarwal and Karthik Pattabiraman. Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE) 2025. (Acceptance Rate: 28%) [ PDF | Talk ] (Code)
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