Abdulrahman Mahmoud

PyTorchFI: A Runtime Perturbation Tool for DNNs

Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe et al. · 2020 · 111 citations

Runtime Perturbation Tool, Convolutional Neural Network, Deep Neural Networks +12

Optimizing Software-Directed Instruction Replication for GPU Error Detection

Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Michael B. Sullivan et al. · 2018 · 64 citations

Engineering, Gpu Benchmarking, Computer Architecture +17

Approxilyzer: towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency

Radha Venkatagiri, Abdulrahman Mahmoud, Siva Kumar Sastry Hari et al. · International Symposium on Microarchitecture · 2016 · 56 citations

Computational Accuracy, Engineering, Compiler Technology +16

Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency

Radha Venkatagiri, Abdulrahman Mahmoud, Siva Kumar Sastry Hari et al. · 2016 · 55 citations

Computational Accuracy, Engineering, Compiler Technology +16

Optimizing Selective Protection for CNN Resilience

Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher et al. · 2021 · 30 citations

Hardware Security, Convolutional Neural Network, Machine Vision +15