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Matthew Jagielski

About Matthew Jagielski

Matthew Jagielski, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of adversarial machine learning, differential privacy, security.

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

Noise masking attacks and defenses for pretrained speech models

Stealing Part of a Production Language Model

Auditing Private Prediction

Are aligned neural networks adversarially aligned?

Privacy auditing with one (1) training run

Students parrot their teachers: Membership inference on model distillation

Advancing differential privacy: Where we are now and future directions for real-world deployment

Poisoning Web-Scale Training Datasets is Practical

Matthew Jagielski Information

University

Position

PhD Student

Citations(all)

4548

Citations(since 2020)

4512

Cited By

587

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

28

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Matthew Jagielski Skills & Research Interests

adversarial machine learning

differential privacy

security

Top articles of Matthew Jagielski

Noise masking attacks and defenses for pretrained speech models

2024/4/14

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Om Thakkar
Om Thakkar

H-Index: 1

Lun Wang
Lun Wang

H-Index: 7

Stealing Part of a Production Language Model

arXiv preprint arXiv:2403.06634

2024/3/11

Katherine Lee
Katherine Lee

H-Index: 4

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Milad Nasr
Milad Nasr

H-Index: 8

Eric Wallace
Eric Wallace

H-Index: 13

David Rolnick
David Rolnick

H-Index: 12

Florian Tramèr
Florian Tramèr

H-Index: 23

Auditing Private Prediction

arXiv preprint arXiv:2402.09403

2024/2/14

Karan Chadha
Karan Chadha

H-Index: 2

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Nicolas Papernot
Nicolas Papernot

H-Index: 32

Milad Nasr
Milad Nasr

H-Index: 8

Are aligned neural networks adversarially aligned?

Advances in Neural Information Processing Systems

2024/2/13

Milad Nasr
Milad Nasr

H-Index: 8

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Ludwig Schmidt
Ludwig Schmidt

H-Index: 24

Privacy auditing with one (1) training run

Advances in Neural Information Processing Systems

2024/2/13

Milad Nasr
Milad Nasr

H-Index: 8

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Students parrot their teachers: Membership inference on model distillation

Advances in Neural Information Processing Systems

2024/2/13

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Milad Nasr
Milad Nasr

H-Index: 8

Katherine Lee
Katherine Lee

H-Index: 4

Advancing differential privacy: Where we are now and future directions for real-world deployment

2024/1/16

Rachel Cummings
Rachel Cummings

H-Index: 15

David Evans
David Evans

H-Index: 1

Roxana Geambasu
Roxana Geambasu

H-Index: 17

Yangsibo Huang
Yangsibo Huang

H-Index: 4

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Sewoong Oh
Sewoong Oh

H-Index: 32

Nicolas Papernot
Nicolas Papernot

H-Index: 32

Ryan Rogers
Ryan Rogers

H-Index: 0

Shuang Song
Shuang Song

H-Index: 2

Yu-Xiang Wang
Yu-Xiang Wang

H-Index: 25

Li Xiong
Li Xiong

H-Index: 36

Da Yu
Da Yu

H-Index: 2

Huanyu Zhang
Huanyu Zhang

H-Index: 7

Wanrong Zhang
Wanrong Zhang

H-Index: 2

Poisoning Web-Scale Training Datasets is Practical

arXiv preprint arXiv:2302.10149

2023/2/20

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Florian Tramèr
Florian Tramèr

H-Index: 23

Extracting training data from diffusion models

arXiv preprint arXiv:2301.13188

2023/1/30

Jamie Hayes
Jamie Hayes

H-Index: 11

Milad Nasr
Milad Nasr

H-Index: 8

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Vikash Sehwag
Vikash Sehwag

H-Index: 7

Florian Tramèr
Florian Tramèr

H-Index: 23

Eric Wallace
Eric Wallace

H-Index: 13

Preventing generation of verbatim memorization in language models gives a false sense of privacy

Proceedings of the 16th International Natural Language Generation Conference

2023

Florian Tramèr
Florian Tramèr

H-Index: 23

Milad Nasr
Milad Nasr

H-Index: 8

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Katherine Lee
Katherine Lee

H-Index: 4

How to Combine Membership-Inference Attacks on Multiple Updated Machine Learning Models

Proceedings on Privacy Enhancing Technologies

2023

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Alina Oprea
Alina Oprea

H-Index: 27

Jonathan Ullman
Jonathan Ullman

H-Index: 26

Roxana Geambasu
Roxana Geambasu

H-Index: 17

Tight auditing of differentially private machine learning

2023

Milad Nasr
Milad Nasr

H-Index: 8

Jamie Hayes
Jamie Hayes

H-Index: 11

Florian Tramèr
Florian Tramèr

H-Index: 23

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Counterfactual memorization in neural language models

Advances in Neural Information Processing Systems

2023/12/15

Katherine Lee
Katherine Lee

H-Index: 4

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Florian Tramèr
Florian Tramèr

H-Index: 23

Scalable Extraction of Training Data from (Production) Language Models

arXiv preprint arXiv:2311.17035

2023/11/28

Milad Nasr
Milad Nasr

H-Index: 8

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Eric Wallace
Eric Wallace

H-Index: 13

Florian Tramèr
Florian Tramèr

H-Index: 23

Katherine Lee
Katherine Lee

H-Index: 4

Privacy Side Channels in Machine Learning Systems

arXiv preprint arXiv:2309.05610

2023/9/11

Edoardo Debenedetti
Edoardo Debenedetti

H-Index: 0

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Milad Nasr
Milad Nasr

H-Index: 8

Eric Wallace
Eric Wallace

H-Index: 13

Florian Tramèr
Florian Tramèr

H-Index: 23

Backdoor Attacks for In-Context Learning with Language Models

arXiv preprint arXiv:2307.14692

2023/7/27

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Florian Tramèr
Florian Tramèr

H-Index: 23

A Note On Interpreting Canary Exposure

arXiv preprint arXiv:2306.00133

2023/5/31

Matthew Jagielski
Matthew Jagielski

H-Index: 10

SNAP: Efficient extraction of private properties with poisoning

2023/5/21

Alina Oprea
Alina Oprea

H-Index: 27

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Florian Tramèr
Florian Tramèr

H-Index: 23

Jonathan Ullman
Jonathan Ullman

H-Index: 26

PaLM 2 Technical Report

arXiv preprint arXiv:2305.10403

2023/5/17

Zhifeng Chen
Zhifeng Chen

H-Index: 7

Eric Chu
Eric Chu

H-Index: 11

Gaurav Mishra
Gaurav Mishra

H-Index: 1

Kefan Xiao
Kefan Xiao

H-Index: 5

James Bradbury
James Bradbury

H-Index: 3

Kevin Brooks
Kevin Brooks

H-Index: 16

Yong Cheng
Yong Cheng

H-Index: 14

Mostafa Dehghani
Mostafa Dehghani

H-Index: 2

Nan Du
Nan Du

H-Index: 10

Ethan Dyer
Ethan Dyer

H-Index: 12

Markus Freitag
Markus Freitag

H-Index: 28

Lucas Gonzalez
Lucas Gonzalez

H-Index: 9

Steven Hand
Steven Hand

H-Index: 7

Hadi Hashemi
Hadi Hashemi

H-Index: 3

Andrea Hu
Andrea Hu

H-Index: 2

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Katherine Lee
Katherine Lee

H-Index: 4

Benjamin Lee
Benjamin Lee

H-Index: 8

Eric Li
Eric Li

H-Index: 1

Wei Li
Wei Li

H-Index: 8

Jian Li
Jian Li

H-Index: 61

Aroma Mahendru
Aroma Mahendru

H-Index: 3

Alicia Parrish
Alicia Parrish

H-Index: 2

Siyuan Qiao
Siyuan Qiao

H-Index: 13

Parker Riley
Parker Riley

H-Index: 3

Renee Shelby
Renee Shelby

H-Index: 3

Kiran Vodrahalli
Kiran Vodrahalli

H-Index: 6

Xuezhi Wang
Xuezhi Wang

H-Index: 13

Pidong Wang
Pidong Wang

H-Index: 6

Zirui Wang
Zirui Wang

H-Index: 4

Tao Wang
Tao Wang

H-Index: 17

Kelvin Xu
Kelvin Xu

H-Index: 10

Pengcheng Yin
Pengcheng Yin

H-Index: 14

Jiahui Yu
Jiahui Yu

H-Index: 2

Qiao Zhang
Qiao Zhang

H-Index: 7

Steven Zheng
Steven Zheng

H-Index: 27

Ce Zheng
Ce Zheng

H-Index: 2

Yonghui Wu
Yonghui Wu

H-Index: 22

Privacy-Preserving Recommender Systems with Synthetic Query Generation using Differentially Private Large Language Models

arXiv preprint arXiv:2305.05973

2023/5/10

Natalia Ponomareva
Natalia Ponomareva

H-Index: 5

Matthew Jagielski
Matthew Jagielski

H-Index: 10

Milad Nasr
Milad Nasr

H-Index: 8

See List of Professors in Matthew Jagielski University(North Eastern University)

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