--- title: "Reza Shokri — author profile and papers — Elamur Research" description: "Reza Shokri, Google: 2 papers on Elamur Research (2016–2022), h-index 40 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/reza-shokri/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/reza-shokri/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Reza Shokri # Reza Shokri Reza Shokri has 2 papers in our library, in 2016–2022, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Fatemehsadat Mireshghallah](https://md.research.elamur.ai/free/en/authors/fatemehsadat-mireshghallah/), [Kartik Goyal](https://md.research.elamur.ai/free/en/authors/kartik-goyal/), [Taylor Berg-Kirkpatrick](https://md.research.elamur.ai/free/en/authors/taylor-berg-kirkpatrick/). 2 papers in our library · 2016–2022 [OpenAlex](https://openalex.org/A5084892128) · [ORCID](https://orcid.org/0000-0001-9816-0173) · [**h-index 40**](https://openalex.org/authors/A5084892128) · [102 works](https://openalex.org/works?filter=author.id:A5084892128) · [14,135 citations](https://openalex.org/works?filter=author.id:A5084892128&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/reza-shokri/#papers) · [🔗 Cited 276 times in our library](https://md.research.elamur.ai/free/en/authors/reza-shokri/cited-by/) · [⭐ Paper Stars ranking: #3840](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3840) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Reza+Shokri) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Reza+Shokri) · [dblp](https://dblp.org/search?q=Reza+Shokri) · [ACL Anthology](https://aclanthology.org/search/?q=Reza+Shokri) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2017–2026 · 43 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏢**Google** Mountain View · United States 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2009–2012 · 13 papers](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🎓**The University of Texas at Austin** Austin · United States 2015–2016 · 7 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) · [🎓**University of Tehran** Tehran · Iran 2006–2008 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-tehran/) · [🎓**Cornell Tech** New York · United States 2016–2017 · 6 papers](https://md.research.elamur.ai/free/en/universities/cornell-tech/) · [🎓**ETH Zurich** Zurich · Switzerland 2014 · 5 papers](https://md.research.elamur.ai/free/en/universities/eth-zurich/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2022** 1 paper Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks](https://md.research.elamur.ai/free/en/papers/mireshghallah-2022-quantifying-privacy-risks-masked-language/) ### 2010s [**2016** 1 paper Membership Inference Attacks against Machine Learning Models](https://md.research.elamur.ai/free/en/papers/shokri-2016-membership-inference-attacks-against-machine/) ## Papers The most cited first (OpenAlex and our library). 1. **[Membership Inference Attacks against Machine Learning Models](https://md.research.elamur.ai/free/en/papers/shokri-2016-membership-inference-attacks-against-machine/)** *(2016 · 233 citations)* The paper asks whether a trained classifier reveals which individual records were in its training set. The attacker can only query the model as a black box and see its prediction vectors. The authors treat this as a supervised learning task. They build several "shadow models" that imitate the target and whose… 2. **[Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks](https://md.research.elamur.ai/free/en/papers/mireshghallah-2022-quantifying-privacy-risks-masked-language/)** *(2022 · 145 citations)* Earlier studies suggested that masked language models (MLMs) leak little of their training data. The authors argue this conclusion came from weak attacks that only threshold the target model's loss. Such a loss partly reflects how intrinsically hard a sample is, so it is a poor membership signal. They propose a… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Fatemehsadat Mireshghallah](https://md.research.elamur.ai/free/en/authors/fatemehsadat-mireshghallah/) - [Kartik Goyal](https://md.research.elamur.ai/free/en/authors/kartik-goyal/) - [Taylor Berg-Kirkpatrick](https://md.research.elamur.ai/free/en/authors/taylor-berg-kirkpatrick/) - [Vitaly Shmatikov](https://md.research.elamur.ai/free/en/authors/vitaly-shmatikov/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2022](https://md.research.elamur.ai/free/en/venues/emnlp/2022/) ## Cited by Papers of our library cite their works 276 times (of the 141,840 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/reza-shokri/cited-by/). Updated 24 October 2026