Publications

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2021
AequeVox: Automated Fairness Testing of Speech Recognition Systems.
Sai Sathiesh Rajan, Sakshi Udeshi, and Sudipta Chattopadhyay.
Under Review.
2020
PDF Astraea: Grammar-based fairness testing.
Ezekiel Soremekun*, Sakshi Udeshi*, and Sudipta Chattopadhyay.
Under Major Revision - IEEE Transactions on Software Engineering (TSE). * equal contribution.
PDF Callisto: Entropy-based test generation and data quality assessment for machine learning systems.
Sakshi Udeshi, Xingbin Jiang, and Sudipta Chattopadhyay.
2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST).
PDF Exposing backdoors in robust machine learning models.
Ezekiel Soremekun*, Sakshi Udeshi*, and Sudipta Chattopadhyay.
Under Review. * equal contribution.
2019
PDF Grammar Based Directed Testing of Machine Learning Systems.
Sakshi Udeshi and Sudipta Chattopadhyay.
IEEE Transactions on Software Engineering (TSE).
PDF Model Agnostic Defence against Backdoor Attacks in Machine Learning.
Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, and Sudipta Chattopadhyay.
Under Review.
2018
PDF Automated directed fairness testing.
Sakshi Udeshi, Pryanshu Arora, and Sudipta Chattopadhyay.
Proceedings of the 33rd (ACM/IEEE) International Conference on Automated Software Engineering, (ASE) 2018, Montpellier, France, September 3-7, 2018.