Publications

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2019
PDF Grammar Based Directed Testing of Machine Learning Systems.
Sakshi Udeshi and Sudipta Chattopadhyay.
IEEE Transactions on Software Engineering (TSE). Accepted to appear in the 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.
arXiv preprint arXiv:1908.02203.
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.