Reza Shokri

13.2k total citations · 4 hit papers
61 papers, 6.9k citations indexed

About

Reza Shokri is a scholar working on Artificial Intelligence, Sociology and Political Science and Computer Networks and Communications. According to data from OpenAlex, Reza Shokri has authored 61 papers receiving a total of 6.9k indexed citations (citations by other indexed papers that have themselves been cited), including 48 papers in Artificial Intelligence, 14 papers in Sociology and Political Science and 9 papers in Computer Networks and Communications. Recurrent topics in Reza Shokri's work include Privacy-Preserving Technologies in Data (44 papers), Adversarial Robustness in Machine Learning (15 papers) and Privacy, Security, and Data Protection (14 papers). Reza Shokri is often cited by papers focused on Privacy-Preserving Technologies in Data (44 papers), Adversarial Robustness in Machine Learning (15 papers) and Privacy, Security, and Data Protection (14 papers). Reza Shokri collaborates with scholars based in Switzerland, Singapore and United States. Reza Shokri's co-authors include Vitaly Shmatikov, Congzheng Song, Marco Stronati, Milad Nasr, Amir Houmansadr, Jean‐Pierre Hubaux, George Theodorakopoulos, Jean‐Yves Le Boudec, Vincent Bindschaedler and Carmela Troncoso and has published in prestigious journals such as Sensors, IEEE Transactions on Mobile Computing and Proceedings of the VLDB Endowment.

In The Last Decade

Reza Shokri

58 papers receiving 6.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Membership Inference Attacks Against Machine Learning Models

2017 2.1k citations Reza Shokri, Congzheng Song et al. National University of Singapore profile →
Privacy-Preserving Deep Learning

2015 1.2k citations Reza Shokri, Vitaly Shmatikov National University of Singapore profile →
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

2019 888 citations Milad Nasr, Reza Shokri et al. arXiv (Cornell University) profile →
Quantifying Location Privacy

2011 460 citations Reza Shokri, George Theodorakopoulos et al. profile →

Peers

Countries citing papers authored by Reza Shokri

Since Specialization

Citations

This map shows the geographic impact of Reza Shokri's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Reza Shokri with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Reza Shokri more than expected).

Fields of papers citing papers by Reza Shokri

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Reza Shokri. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Reza Shokri. The network helps show where Reza Shokri may publish in the future.

Co-authorship network of co-authors of Reza Shokri

This figure shows the co-authorship network connecting the top 25 collaborators of Reza Shokri. A scholar is included among the top collaborators of Reza Shokri based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Reza Shokri. Reza Shokri is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A Reconfigurable, Nonlinear, Low-Power, VCO-Based ADC for Neural Recording Applications 2024 ·Sensors ·Reza Shokri, (unknown), O. Shoaei, Daniele D. Caviglia, Orazio Aiello	1
2	Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks 2022 ·Fatemehsadat Mireshghallah, Kartik Goyal, (unknown), Taylor Berg-Kirkpatrick, Reza Shokri	34
3	Epione: Lightweight Contact Tracing with Strong Privacy 2020 ·National University of Singapore ·Ni Trieu, (unknown), Prateek Saxena, Reza Shokri, Dawn Song	3
4	Membership Encoding for Deep Learning 2020 ·National University of Singapore ·Congzheng Song, Reza Shokri	1
5	Membership Inference Attacks Against Adversarially Robust Deep Learning Models 2019 ·National University of Singapore ·Liwei Song, Reza Shokri, Prateek Mittal	44
6	Privacy Risks of Explaining Machine Learning Models. 2019 ·arXiv (Cornell University) ·Reza Shokri, Martin Strobel, Yair Zick	7
7	Ultimate Power of Inference Attacks: Privacy Risks of Learning High-Dimensional Graphical Models 2019 ·arXiv (Cornell University) ·(unknown), Reza Shokri, George Theodorakopoulos	2
8	Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks. 2018 ·arXiv (Cornell University) ·Milad Nasr, Reza Shokri, Amir Houmansadr	51
9	A Non-Parametric Generative Model for Human Trajectories 2018 ·National University of Singapore ·Kun Ouyang, Reza Shokri, David S. Rosenblum, (unknown)	100
10	Privacy-preserving deep learning 2015 ·Reza Shokri, Vitaly Shmatikov	152
11	Privacy-Preserving Deep Learning breakdown → 2015 ·National University of Singapore ·Reza Shokri, Vitaly Shmatikov	1207
12	Optimal User-Centric Data Obfuscation 2014 ·arXiv (Cornell University) ·Reza Shokri	6
13	Privacy Games: Optimal Protection Mechanism Design for Bayesian and Differential Privacy. 2014 ·arXiv (Cornell University) ·Reza Shokri	3
14	Prolonging the Hide-and-Seek Game 2014 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·George Theodorakopoulos, Reza Shokri, Carmela Troncoso, Jean‐Pierre Hubaux, Jean‐Yves Le Boudec	47
15	Quantifying Web-Search Privacy 2014 ·Arthur Gervais, Reza Shokri, Adish Singla, Srđjan Čapkun, Vincent Lenders	37
16	Dominant concourse about important barriers to promoting coordination in Iranian government machinery 2014 ·Transforming Government People Process and Policy ·(unknown), Reza Shokri	2
17	Quantifying Location Privacy: The Case of Sporadic Location Exposure 2011 ·UCL Discovery (University College London) ·Reza Shokri, George Theodorakopoulos, George Danezis, Jean‐Pierre Hubaux, (unknown)	1
18	MobiCrowd: A Collaborative Location-Privacy Preserving Mobile Proxy 2010 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Reza Shokri, Panos Papadimitratos, Jean‐Pierre Hubaux	3
19	Supporting high mobility by end-host assistance - preventing overrunning of routing protocols 2007 ·Hossein Mohammadi, (unknown), Nasser Yazdani, Ali Movaghar, Reza Shokri	1
20	Efficient and Adjustable Recipient Anonymity in Mobile Ad Hoc Networks 2007 ·Reza Shokri, Amir Nayyeri, Nasser Yazdani, Panos Papadimitratos	3

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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