Niranjhana Narayanan

According to our database, Niranjhana Narayanan authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Fault Injection for TensorFlow Applications.

Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

IEEE Trans. Dependable Secur. Comput., 2023

2021

Understanding the Resilience of Neural Network Ensembles against Faulty Training Data.

Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

TF-DM: Tool for Studying ML Model Resilience to Data Faults.

Niranjhana Narayanan, Karthik Pattabiraman

Proceedings of the 3rd IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2021

2020

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.

Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

2019

Mitigation of security attacks in the SDN data plane using P4-enabled switches.

Niranjhana Narayanan, Ganesh Chennimala Sankaran, Krishna M. Sivalingam

Proceedings of the 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2019