| 2021|| AequeVox: Automated Fairness Testing of Speech Recognition Systems. |
| 2020|| Astraea: Grammar-based fairness testing. |
Under Major Revision - IEEE Transactions on Software Engineering (TSE). * equal contribution.
| Callisto: Entropy-based test generation and data quality assessment for machine learning systems. |
2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST).
| Exposing backdoors in robust machine learning models. |
Under Review. * equal contribution.
| 2019|| Grammar Based Directed Testing of Machine Learning Systems. |
IEEE Transactions on Software Engineering (TSE).
| Model Agnostic Defence against Backdoor Attacks in Machine Learning. |
| 2018|| Automated directed fairness testing. |
Proceedings of the 33rd (ACM/IEEE) International Conference on Automated Software Engineering, (ASE) 2018, Montpellier, France, September 3-7, 2018.