Niranjhana Narayanan

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Fault Injection

Top Venues

IEEE Trans. Dependable Secur. Comput.

Publications

Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Niranjhana Narayanan, Karthik Pattabiraman
TF-DM: Tool for Studying ML Model Resilience to Data Faults. DeepTest@ICSE (2021)
Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data. QRS (2021)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR (2020)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE (2020)
Niranjhana Narayanan, Ganesh Chennimala Sankaran, Krishna M. Sivalingam
Mitigation of security attacks in the SDN data plane using P4-enabled switches. ANTS (2019)