| Tensorfi: A flexible fault injection framework for tensorflow applications Z Chen, N Narayanan, B Fang, G Li, K Pattabiraman, N DeBardeleben 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 66 | 2020 |
| Mitigation of security attacks in the SDN data plane using P4-enabled switches N Narayanan, GC Sankaran, KM Sivalingam 2019 IEEE international conference on Advanced Networks and …, 2019 | 13 | 2019 |
| Understanding the resilience of neural network ensembles against faulty training data A Chan, N Narayanan, A Gujarati, K Pattabiraman, S Gopalakrishnan 2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021 | 10 | 2021 |
| TF-DM: tool for studying ml model resilience to data faults N Narayanan, K Pattabiraman 2021 IEEE/ACM Third International Workshop on Deep Learning for Testing and …, 2021 | 8 | 2021 |
| Fault injection for TensorFlow applications N Narayanan, Z Chen, B Fang, G Li, K Pattabiraman, N Debardeleben IEEE transactions on dependable and secure computing, 2022 | 5 | 2022 |
| Fault injection in Machine Learning applications N Narayanan University of British Columbia, 2021 | | 2021 |
| DeepTest 2021 AG Mirabella, A Martin-Lopez, S Segura, M Weiss, R Chakraborty, ... | | |
