Sakshi Udeshi

About Sakshi Udeshi

Sakshi Udeshi, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Singapore University of Technology and Design, specializes in the field of Machine Learning Testing, SE4ML.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Backdoor Attacks and Defense in Robust Machine Learning Models

Model agnostic defence against backdoor attacks in machine learning

Aequevox: Automated fairness testing of speech recognition systems

Astraea: Grammar-Based Fairness Testing

Callisto: Entropy-based test generation and data quality assessment for machine learning systems

Sakshi Udeshi Information

University

Position

Graduate Student

Citations(all)

336

Citations(since 2020)

324

Cited By

80

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Sakshi Udeshi Skills & Research Interests

Machine Learning Testing

SE4ML

Top articles of Sakshi Udeshi

Towards Backdoor Attacks and Defense in Robust Machine Learning Models

Computers & Security

2023/1/16

Model agnostic defence against backdoor attacks in machine learning

IEEE Transactions on Reliability

2022/4/11

Aequevox: Automated fairness testing of speech recognition systems

2022/3/29

Sakshi Udeshi
Sakshi Udeshi

H-Index: 5

Sudipta Chattopadhyay
Sudipta Chattopadhyay

H-Index: 12

Astraea: Grammar-Based Fairness Testing

IEEE Transactions on Software Engineering

2022/1/11

Callisto: Entropy-based test generation and data quality assessment for machine learning systems

2020/10/24

Sakshi Udeshi
Sakshi Udeshi

H-Index: 5

Sudipta Chattopadhyay
Sudipta Chattopadhyay

H-Index: 12

See List of Professors in Sakshi Udeshi University(Singapore University of Technology and Design)

Co-Authors

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