Anshuman Suri (iamgroot42)

iamgroot42

Geek Repo

Company:University of Virginia

Location:Charlottesville

Home Page:anshumansuri.me

Twitter:@iamgroot42

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Anshuman Suri's repositories

mimir

Python package for measuring memorization in LLMs.

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Hardening-Deep-Neural-Networks-via-Adversarial-Model-Cascades

Official code repository for our publication 'Hardening Deep Neural Networks via Adversarial Model Cascades'

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FormEstDistRisks

Code for our work 'Formalizing and Estimating Distribution Inference Risks'

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awesome-distribution-inference

An awesome list of papers on distribution/property inference in machine learning

dissecting_dist_inf

Code for `Dissecting Distribution Inference'

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IR_assignments

Course assignments for CSE508 (IR) at IIITD

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awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

blackboxsok

Code for 'SoK: Pitfalls in Evaluating Black-Box Attacks' , SaTML 2024.

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iiitdalumni

IIITD Alumni Website

causal-reading-group-23

Website for reading group on Causal Learning, UVA (Summer 2023)

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distribution-inference-risks

Distribution Inference Risks: Identifying and Mitigating Sources of Leakage

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espnet

End-to-End Speech Processing Toolkit

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Face-Auditor

Official implementation of "FACE-AUDITOR: Data Auditing in Facial Recognition Systems" (USENIX Security 2023)

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Fine-Tuning-Whisper-on-LibriSpeech

The code for fine-tuning OpenAI's Whisper model on the LibriSpeech dataset.

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inception-score-pytorch

Inception Score for GANs in Pytorch

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llm-attacks

Universal and Transferable Attacks on Aligned Language Models

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llmrisks.github.io

Website for UVA Seminar on Risks (and Benefits) of Generative AI and Large Language Models

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localizing-memorization

Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"

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MIA_defense_HAMP

Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" in NDSS'24.

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MICO

Membership Inference Competition

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mimir.github.io

Project page for MIMIR

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ml_privacy_meter

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

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permutation_invariant_network

PyTorch implementation for Permutation Invariant Network

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secml_malware

Create adversarial attacks against machine learning Windows malware detectors

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square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

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tdc_23

My submission to TDC'23 challenge at NeurIPS

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uvasrg.github.io

Website for UVA SRG

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