Concepedia

Fatemehsadat Mireshghallah

FM

Statistics

Publications

16

Citations

734

H-Index

12

Active since

2019

Affiliations

University of California San Diego(Current)

Microsoft (Finland)

University of Virginia

Microsoft Research (United Kingdom)

Toyota Technological Institute at Chicago

Fatemehsadat Mireshghallah is an author at University of California San Diego specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData SciencePrivacyData PrivacyData SecurityMachine LearningInformation SecurityComputational LinguisticsNatural Language Processing

Publications per year

2019–2023

16

Publications

16

What Does it Mean for a Language Model to Preserve Privacy?

Hannah Brown, Katherine Lee, Fatemehsadat Mireshghallah et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 138 citations · Full text

Privacy Protection, Engineering, Information Security +22

Privacy in Deep Learning: A Survey

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Praneeth Vepakomma et al. · arXiv (Cornell University) · 2020 · 98 citations · Full text

Artificial Intelligence, Serious Privacy Concerns, Privacy Protection +13

Shredder

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani et al. · 2020 · 74 citations · Full text

Service Provider, Engineering, Machine Learning +16

Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Fatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal et al. · 2022 · 66 citations · Full text

Privacy Protection, Engineering, Information Security +16

Neither Private Nor Fair

Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh et al. · 2020 · 62 citations

Artificial Intelligence, Privacy Protection, Engineering +19

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