Sakshi Udeshi

According to our database, Sakshi Udeshi authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Towards Backdoor Attacks and Defense in Robust Machine Learning Models.

Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay

Comput. Secur., April, 2023

2022

Astraea: Grammar-Based Fairness Testing.

Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay

IEEE Trans. Software Eng., 2022

Model Agnostic Defence Against Backdoor Attacks in Machine Learning.

Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay

IEEE Trans. Reliab., 2022

AequeVox: Automated Fairness Testing of Speech Recognition Systems.

Sai Sathiesh Rajan, Sakshi Udeshi, Sudipta Chattopadhyay

Proceedings of the Fundamental Approaches to Software Engineering, 2022

2021

Grammar Based Directed Testing of Machine Learning Systems.

Sakshi Udeshi, Sudipta Chattopadhyay

IEEE Trans. Software Eng., 2021

2020

Exposing Backdoors in Robust Machine Learning Models.

Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay, Andreas Zeller

CoRR, 2020

Callisto: Entropy-based Test Generation and Data Quality Assessment for Machine Learning Systems.

Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay

Proceedings of the 13th IEEE International Conference on Software Testing, 2020

2018

Automated directed fairness testing.

Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018