Sakshi Udeshi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Test Generation

Fully Automated

Speech Recognition Systems

Top Venues

IEEE Trans. Software Eng.

IEEE Trans. Reliab.

Publications

Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay
Towards Backdoor Attacks and Defense in Robust Machine Learning Models. Comput. Secur. 127 (2023)
Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay
Model Agnostic Defence Against Backdoor Attacks in Machine Learning. IEEE Trans. Reliab. 71 (2) (2022)
Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay
Astraea: Grammar-Based Fairness Testing. IEEE Trans. Software Eng. 48 (12) (2022)
Sai Sathiesh Rajan, Sakshi Udeshi, Sudipta Chattopadhyay
AequeVox: Automated Fairness Testing of Speech Recognition Systems. FASE (2022)
Sai Sathiesh Rajan, Sakshi Udeshi, Sudipta Chattopadhyay
AequeVox: Automated Fairness Testing of Speech Recognition Systems. CoRR (2021)
Sakshi Udeshi, Sudipta Chattopadhyay
Grammar Based Directed Testing of Machine Learning Systems. IEEE Trans. Software Eng. 47 (11) (2021)
Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay
Astraea: Grammar-based Fairness Testing. CoRR (2020)
Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay
Callisto: Entropy-based Test Generation and Data Quality Assessment for Machine Learning Systems. ICST (2020)
Ezekiel O. Soremekun, Sakshi Udeshi, Sudipta Chattopadhyay, Andreas Zeller
Exposing Backdoors in Robust Machine Learning Models. CoRR (2020)
Sakshi Udeshi, Sudipta Chattopadhyay
Grammar Based Directed Testing of Machine Learning Systems. CoRR (2019)
Sakshi Udeshi, Xingbin Jiang, Sudipta Chattopadhyay
Callisto: Entropy based test generation and data quality assessment for Machine Learning Systems. CoRR (2019)
Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay
Model Agnostic Defence against Backdoor Attacks in Machine Learning. CoRR (2019)
Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay
Automated Directed Fairness Testing. CoRR (2018)
Sakshi Udeshi, Pryanshu Arora, Sudipta Chattopadhyay
Automated directed fairness testing. ASE (2018)