Anupam Datta

Anupam Datta

Carnegie Mellon University

H-index: 47

North America-United States

About Anupam Datta

Anupam Datta, With an exceptional h-index of 47 and a recent h-index of 29 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Security, Privacy, Accountable AI/ML.

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

De-amplifying Bias from Differential Privacy in Language Model Fine-tuning

Identifying and mitigating the security risks of generative ai

Synthesis, crystal structure, Hirshfeld surface, and DFT studies of a Copper (II) complex of 5, 5′-dimethyl-2, 2′-bipyridine and 1, 2, 2-trimethylcyclopentane-1, 3 …

Is Certifying Robustness Still Worthwhile?

POSCO Movement: A Socio-Economic Impact Assessment

System and method for extracting and using groups of features for interpretability analysis

System and method for estimating model metrics without labels

Evaluating reliability of artificial intelligence

Anupam Datta Information

University

Position

Professor Electrical and Computer Engineering & Computer Science Departments

Citations(all)

9677

Citations(since 2020)

4485

Cited By

8658

hIndex(all)

47

hIndex(since 2020)

29

i10Index(all)

111

i10Index(since 2020)

71

Email

University Profile Page

Google Scholar

Anupam Datta Skills & Research Interests

Security

Privacy

Accountable AI/ML

Top articles of Anupam Datta

De-amplifying Bias from Differential Privacy in Language Model Fine-tuning

2024/2/7

Anupam Datta
Anupam Datta

H-Index: 32

John C Mitchell
John C Mitchell

H-Index: 42

Synthesis, crystal structure, Hirshfeld surface, and DFT studies of a Copper (II) complex of 5, 5′-dimethyl-2, 2′-bipyridine and 1, 2, 2-trimethylcyclopentane-1, 3 …

Acta Crystallographica Section E: Crystallographic Communications

2022/2/1

Is Certifying Robustness Still Worthwhile?

arXiv preprint arXiv:2310.09361

2023/10/13

POSCO Movement: A Socio-Economic Impact Assessment

Indian Journal of Anthropological Research

2023/9

System and method for extracting and using groups of features for interpretability analysis

2023/3/30

System and method for estimating model metrics without labels

2023/3/23

Evaluating reliability of artificial intelligence

2022/8/25

Study about Encapsulation of Vitamin C into β-Cyclodextrin: An Approach towards Advancement and Regulatory Release

2022/8/24

Exploring Conceptual Soundness with TruLens

2022/7/20

Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models

arXiv preprint arXiv:2206.00192

2022/6/1

Kaiji Lu
Kaiji Lu

H-Index: 2

Anupam Datta
Anupam Datta

H-Index: 32

Analysis Techniques for Information Security

2022/5/31

Faithful Explanations for Deep Graph Models

arXiv preprint arXiv:2205.11850

2022/5/24

β-cyclodextrin-stabilized biosynthesis nanozyme for dual enzyme mimicking and Fenton reaction with a high potential anticancer agent

ACS omega

2022/1/28

System and method for evaluating machine learning model behavior over data segments

2022/1/13

Subgroups of patients with young-onset type 2 diabetes in India reveal insulin deficiency as a major driver

Diabetologia

2022/1

Influence patterns for explaining information flow in bert

arXiv preprint arXiv:2011.00740

2020/11/2

System and method for explaining the behavior of neural networks

2021/11/18

Consistent counterfactuals for deep models

arXiv preprint arXiv:2110.03109

2021/10/6

Machine learning explainability and robustness: connected at the hip

2021/8/14

See List of Professors in Anupam Datta University(Carnegie Mellon University)

Co-Authors

academic-engine