Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Automated directed fairness testing
Published in In the proceedings of the 33rd (ACM/IEEE) International Conference on Automated Software Engineering, (ASE) 2018, 2018
Recommended citation: Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay, "Automated directed fairness testing." In the proceedings of the 33rd (ACM/IEEE) International Conference on Automated Software Engineering, (ASE) 2018, 2018. http://doi.acm.org/10.1145/3238147.3238165
Grammar Based Directed Testing of Machine Learning Systems
Published in IEEE Transactions on Software Engineering (TSE), 2019
Recommended citation: Sakshi Udeshi, Sudipta Chattopadhyay, "Grammar Based Directed Testing of Machine Learning Systems." IEEE Transactions on Software Engineering (TSE), 2019. https://arxiv.org/abs/1902.10027
Model Agnostic Defence against Backdoor Attacks in Machine Learning
Published in Under Review, 2019
Recommended citation: Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay, "Model Agnostic Defence against Backdoor Attacks in Machine Learning." Under Review, 2019. https://arxiv.org/pdf/1908.02203.pdf
Callisto: Entropy-based test generation and data quality assessment for machine learning systems
Published in In the proceedings of the 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST), 2020
Recommended citation: Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay, "Callisto: Entropy-based test generation and data quality assessment for machine learning systems." In the proceedings of the 2020 IEEE 13th International Conference on Software Testing, Validation and Verification (ICST), 2020. https://ieeexplore.ieee.org/abstract/document/9159051/
Exposing backdoors in robust machine learning models
Published in Under Review, 2020
- equal contribution
Recommended citation: Ezekiel Soremekun*, Sakshi Udeshi*, Sudipta Chattopadhyay, "Exposing backdoors in robust machine learning models." Under Review, 2020. https://arxiv.org/abs/2003.00865
AequeVox: Automated Fairness Testing of Speech Recognition Systems
Published in In the proceedings of the 25th International Conference on Fundamental Approaches to Software Engineering, 2022
Recommended citation: Sai Rajan, Sakshi Udeshi, Sudipta Chattopadhyay, "AequeVox: Automated Fairness Testing of Speech Recognition Systems." In the proceedings of the 25th International Conference on Fundamental Approaches to Software Engineering, 2022. https://arxiv.org/abs/2110.09843
Astraea: Grammar-based Fairness Testing
Published in IEEE Transactions on Software Engineering, 2022
Recommended citation: Ezekiel Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay, "Astraea: Grammar-based Fairness Testing." IEEE Transactions on Software Engineering, 2022. https://arxiv.org/abs/2010.02542
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.