Varun Chandrasekaran

Varun Chandrasekaran

University of Wisconsin-Madison

H-index: 14

North America-United States

About Varun Chandrasekaran

Varun Chandrasekaran, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of Security, Privacy, Machine Learning, Networked Systems.

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

Bypassing LLM Watermarks with Color-Aware Substitutions

Designing Informative Metrics for Few-Shot Example Selection

Method and apparatus using blended biometric data

Attention satisfies: A constraint-satisfaction lens on factual errors of language models

Privately aligning language models with reinforcement learning

Proof-of-learning is currently more broken than you think

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Sparks of artificial general intelligence: Early experiments with gpt-4

Varun Chandrasekaran Information

University

Position

___

Citations(all)

2625

Citations(since 2020)

2619

Cited By

136

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

University of Wisconsin-Madison

Google Scholar

View Google Scholar Profile

Varun Chandrasekaran Skills & Research Interests

Security

Privacy

Machine Learning

Networked Systems

Top articles of Varun Chandrasekaran

Title

Journal

Author(s)

Publication Date

Bypassing LLM Watermarks with Color-Aware Substitutions

arXiv preprint arXiv:2403.14719

Qilong Wu

Varun Chandrasekaran

2024/3/19

Designing Informative Metrics for Few-Shot Example Selection

arXiv preprint arXiv:2403.03861

Rishabh Adiga

Lakshminarayanan Subramanian

Varun Chandrasekaran

2024/3/6

Method and apparatus using blended biometric data

2024/1/30

Attention satisfies: A constraint-satisfaction lens on factual errors of language models

arXiv preprint arXiv:2309.15098

Mert Yuksekgonul

Varun Chandrasekaran

Erik Jones

Suriya Gunasekar

Ranjita Naik

...

2023/9/26

Privately aligning language models with reinforcement learning

arXiv preprint arXiv:2310.16960

Fan Wu

Huseyin A Inan

Arturs Backurs

Varun Chandrasekaran

Janardhan Kulkarni

...

2023/10/25

Proof-of-learning is currently more broken than you think

Congyu Fang

Hengrui Jia

Anvith Thudi

Mohammad Yaghini

Christopher A Choquette-Choo

...

2022/8/6

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

arXiv preprint arXiv:2310.15511

Marah I Abdin

Suriya Gunasekar

Varun Chandrasekaran

Jerry Li

Mert Yuksekgonul

...

2023/10/24

Sparks of artificial general intelligence: Early experiments with gpt-4

arXiv preprint arXiv:2303.12712

Sébastien Bubeck

Varun Chandrasekaran

Ronen Eldan

Johannes Gehrke

Eric Horvitz

...

2023/3/22

Why Train More? Effective and Efficient Membership Inference via Memorization

arXiv preprint arXiv:2310.08015

Jihye Choi

Shruti Tople

Varun Chandrasekaran

Somesh Jha

2023/10/12

Diversity of thought improves reasoning abilities of large language models

arXiv preprint arXiv:2310.07088

Ranjita Naik

Varun Chandrasekaran

Mert Yuksekgonul

Hamid Palangi

Besmira Nushi

2023/10/11

Teaching language models to hallucinate less with synthetic tasks

arXiv preprint arXiv:2310.06827

Erik Jones

Hamid Palangi

Clarisse Simões

Varun Chandrasekaran

Subhabrata Mukherjee

...

2023/10/10

Fifth International Workshop on Dependable and Secure Machine Learning–DSML 2022

Proceedings-52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop Volume, DSN-W 2022

Homa Alemzadeh

Rakesh Bobba

Varun Chandrasekaran

David E Evans

Nicolas Papernot

...

2022

Hierarchical federated learning with privacy

arXiv preprint arXiv:2206.05209

Varun Chandrasekaran

Suman Banerjee

Diego Perino

Nicolas Kourtellis

2022/6/10

Unrolling sgd: Understanding factors influencing machine unlearning

7th IEEE European Symposium on Security and Privacy

Anvith Thudi

Gabriel Deza

Varun Chandrasekaran

Nicolas Papernot

2021/9/27

Confidant: A privacy controller for social robots

Brian Tang

Dakota Sullivan

Bengisu Cagiltay

Varun Chandrasekaran

Kassem Fawaz

...

2022

Apparatus for Bandwidth Efficient Video Communication Using Machine Learning Identified Objects Of Interest

2022/1/20

Verifiable and provably secure machine unlearning

Computing Research Repository (CoRR)

Thorsten Eisenhofer

Doreen Riepel

Varun Chandrasekaran

Esha Ghosh

Olga Ohrimenko

...

2022/10/17

Information Leakage in Ml Deployments: How, When, and Why?

Varun Chandrasekaran

2022

Generative extraction of audio classifiers for speaker identification

arXiv preprint arXiv:2207.12816

Tejumade Afonja

Lucas Bourtoule

Varun Chandrasekaran

Sageev Oore

Nicolas Papernot

2022/7/26

Causally Constrained Data Synthesis for Private Data Release

arXiv preprint arXiv:2105.13144

Varun Chandrasekaran

Darren Edge

Somesh Jha

Amit Sharma

Cheng Zhang

...

2021/5/27

See List of Professors in Varun Chandrasekaran University(University of Wisconsin-Madison)

Co-Authors

H-index: 86
Somesh Jha

Somesh Jha

University of Wisconsin-Madison

H-index: 64
Suman Banerjee

Suman Banerjee

University of Wisconsin-Madison

H-index: 51
Nicolas Papernot

Nicolas Papernot

University of Toronto

H-index: 25
Kassem Fawaz

Kassem Fawaz

University of Wisconsin-Madison

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