Anshuman Suri's picture

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Anshuman Suri

iamgroot42

·

https://anshumansuri.com/

AI & ML interests

Privacy, Distribution Inference, Membership Inference

Recent Activity

liked a model 13 days ago

allenai/FlexOlmo-7x7B-1T

liked a dataset 13 days ago

microsoft/llmail-inject-challenge

upvoted a paper 14 days ago

SuperBPE: Space Travel for Language Models

View all activity

Organizations

authored a paper about 1 month ago

LLM Jailbreak Oracle

Paper • 2506.17299 • Published Jun 17

authored a paper 6 months ago

Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation

Paper • 2502.00306 • Published Feb 1 • 5

authored 8 papers 10 months ago

Manipulating Transfer Learning for Property Inference

Paper • 2303.11643 • Published Mar 21, 2023

SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning

Paper • 2212.10986 • Published Dec 21, 2022

Formalizing and Estimating Distribution Inference Risks

Paper • 2109.06024 • Published Sep 13, 2021

Subject Membership Inference Attacks in Federated Learning

Paper • 2206.03317 • Published Jun 7, 2022

Dissecting Distribution Inference

Paper • 2212.07591 • Published Dec 15, 2022

Do Parameters Reveal More than Loss for Membership Inference?

Paper • 2406.11544 • Published Jun 17, 2024

Do Membership Inference Attacks Work on Large Language Models?

Paper • 2402.07841 • Published Feb 12, 2024

NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep

Paper • 1904.03223 • Published Apr 5, 2019