Leaderboards/Cryptography and Data Security

Cryptography and Data Security

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Lucas Bourtoule
University of Toronto
2
Enrique Tomás Martínez Beltrán
Universidad de Murcia
3
Bimal Ghimire
Pennsylvania Department of Agriculture
4
Nikola Samardzic
IIT@MIT
5
Haokun Fang
Shanghai University
6
Ahmed El Ouadrhiri
Rockford University
7
Aditya Pribadi Kalapaaking
The Royal Melbourne Hospital
8
Sangjukta Das
Bennett University
9
Jinhyun So
University of Southern California
10
Zili Lu
Songshan Lake Materials Laboratory

Rising Stars Papers

1
Federated Learning With Non-IID Data: A Survey
IEEE Internet of Things Journal|2024
308 cit.
2
Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization
IEEE Transactions on Neural Networks and Learning Systems|2024
25 cit.
3
Mitigating communications threats in decentralized federated learning through moving target defense
Wireless Networks|2024
16 cit.
4
BitPacker: Enabling High Arithmetic Efficiency in Fully Homomorphic Encryption Accelerators
Unknown Journal|2024
16 cit.
5
Accelerating Zero-Knowledge Proofs Through Hardware-Algorithm Co-Design
Unknown Journal|2024
16 cit.
6
Lightweight and privacy-preserving device-to-device authentication to enable secure transitive communication in IoT-based smart healthcare systems
Journal of Ambient Intelligence and Humanized Computing|2024
9 cit.
7
Flighter: Decentralized Federated Learning and Situational Awareness for Secure Military Aerial Reconnaissance
IEEE Communications Magazine|2025
8 cit.
8
Damage failure and mapping model of PI insulation film in equivalent test of PMTMSC forming process
Engineering Failure Analysis|2025
3 cit.
9
A Communication-Efficient Machine Learning Framework for the Internet of Vehicles
IEEE Transactions on Cognitive Communications and Networking|2024
1 cit.
10
NEBULA - Decentralized Federated Learning for Heterogeneous Networks
Unknown Journal|2025
1 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Yupeng Zhang
Weihai Science and Technology Bureau
2
Arthur Gervais
ETH Zurich
3
Peter Rindal
Visa (United States)
4
Praneeth Babu Marella
George Mason University
5
Nicolas Papernot
Pennsylvania State University
6
Hayat Khaloufi
Université Sultan Moulay Slimane
7
Yan Xu
Hohai University
8
Marimuthu Karuppiah
SRM Institute of Science and Technology
9
Ni Trieu
Arizona State University
10
Sangram Ray
National Institute of Technology Sikkim

Emerging Leaders Papers

1
Quantifying Blockchain Extractable Value: How dark is the forest?
2022 IEEE Symposium on Security and Privacy (SP)|2022
210 cit.
2
Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing
IEEE Journal of Biomedical and Health Informatics|2022
184 cit.
3
SoK: Decentralized Finance (DeFi) Attacks
Unknown Journal|2023
162 cit.
4
When the Curious Abandon Honesty: Federated Learning Is Not Private
Unknown Journal|2023
113 cit.
5
Blazing Fast PSI from Improved OKVS and Subfield VOLE
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security|2022
90 cit.
6
Bad Characters: Imperceptible NLP Attacks
2022 IEEE Symposium on Security and Privacy (SP)|2022
86 cit.
7
On How Zero-Knowledge Proof Blockchain Mixers Improve, and Worsen User Privacy
Unknown Journal|2023
53 cit.
8
Blockchain Censorship
Unknown Journal|2024
36 cit.
9
Differentially Private Speaker Anonymization
Proceedings on Privacy Enhancing Technologies|2023
27 cit.
10
Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation
Unknown Journal|2023
27 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Brent Waters
The University of Texas at Austin
2
Wenjing Lou
Worcester Polytechnic Institute
3
Avi Wigderson
Institute for Advanced Study
4
Vinod Vaikuntanathan
Massachusetts Institute of Technology
5
Phillip Rogaway
University of California, Davis
6
Moti Yung
Google (United States)
7
Xuemin Shen
University of Waterloo
8
Robert H. Deng
Singapore Management University
9
Rafail Ostrovsky
UCLA Health
10
Kim‐Kwang Raymond Choo
The University of Texas at San Antonio

Current Senior Leaders Papers

1
Attribute-based encryption for fine-grained access control of encrypted data
Unknown Journal|2006
5k cit.
2
Ciphertext-Policy Attribute-Based Encryption
Unknown Journal|2007
4.9k cit.
3
Random oracles are practical
Unknown Journal|1993
4.7k cit.
4
How to play ANY mental game
Unknown Journal|1987
3.5k cit.
5
Completeness theorems for non-cryptographic fault-tolerant distributed computation
Unknown Journal|1988
2.5k cit.
6
Expander graphs and their applications
Bulletin of the American Mathematical Society|2006
1.8k cit.
7
(Leveled) fully homomorphic encryption without bootstrapping
Unknown Journal|2012
1.7k cit.
8
Searchable symmetric encryption
Unknown Journal|2006
1.6k cit.
9
Software protection and simulation on oblivious RAMs
Journal of the ACM|1996
1.6k cit.
10
Achieving Secure, Scalable, and Fine-grained Data Access Control in Cloud Computing
Unknown Journal|2010
1.6k cit.

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