Leaderboards/Privacy, Security, and Data Protection

Privacy, Security, and Data Protection

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Benjamin D Douglas
Ohio Wesleyan University
2
V A Abhishek
Unknown
3
M. Vimalkumar
Indian Institute of Management Calcutta
4
Xiaodong Ma
University of Electronic Science and Technology of China
5
Kang Wei
Southeast University
6
Carlos Bermejo
Hong Kong University of Science and Technology
7
Bjarne Pfitzner
Hasso Plattner Institute
8
Jiachun Li
Chang'an University
9
Liangqi Yuan
Purdue University West Lafayette
10
Ellen Simpson
Syracuse University

Rising Stars Papers

1
Decentralized Federated Learning: A Survey and Perspective
IEEE Internet of Things Journal|2024
215 cit.
2
Research on fault feature extraction for planet-bearing using novel combination operator morphological filtering and stochastic resonance
Journal of Sound and Vibration|2025
29 cit.
3
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
Unknown Journal|2024
12 cit.
4
Dangers Behind Charging VR Devices: Hidden Side Channel Attacks via Charging Cables
IEEE Transactions on Information Forensics and Security|2024
11 cit.
5
Gradient sparsification for efficient wireless federated learning with differential privacy
Science China Information Sciences|2024
10 cit.
6
Smart Pressure e-Mat for Human Sleeping Posture and Dynamic Activity Recognition
IEEE Journal of Selected Areas in Sensors|2024
9 cit.
7
Differentially-Private Federated Learning with Non-IID Data for Surgical Risk Prediction
Unknown Journal|2024
4 cit.
8
Digital Ethics in Federated Learning
IEEE Internet Computing|2024
4 cit.
9
Infrastructures for Inspiration: The Routine of Creative Identity Through Inspiration on the Creative Internet
Unknown Journal|2025
3 cit.
10
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
Unknown Journal|2025
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Elisa Shearer
Unknown
2
Nicola Dell
Cornell University
3
Yves-Alexandre de Montjoye
NIHR Imperial Biomedical Research Centre
4
Rajani Singh
Institute of Computer Science
5
Aurelia Tamò‐Larrieux
University of Lausanne
6
Mina J. Hanna
Synopsys (Switzerland)
7
Danyi Li
Nanfang Hospital
8
Brent Mittelstadt
Berkeley College
9
Vishal Thomas
Unknown
10
Ksenia Sergueeva
Toronto Metropolitan University

Emerging Leaders Papers

1
Federated Learning: Collaborative Machine Learning withoutCentralized Training Data
International Journal of Engineering Technology and Management Sciences|2022
506 cit.
2
Trustworthy artificial intelligence and the European Union <scp>AI</scp> act: On the conflation of trustworthiness and acceptability of risk
Regulation & Governance|2023
284 cit.
3
Trauma-Informed Computing: Towards Safer Technology Experiences for All
CHI Conference on Human Factors in Computing Systems|2022
148 cit.
4
Securing IoT devices: A novel approach using blockchain and quantum cryptography
Internet of Things|2023
102 cit.
5
Machine Learning-Based Regression Framework to Predict Health Insurance Premiums
International Journal of Environmental Research and Public Health|2022
81 cit.
6
Care Infrastructures for Digital Security in Intimate Partner Violence
CHI Conference on Human Factors in Computing Systems|2022
72 cit.
7
Advanced security model for multimedia data sharing in Internet of Things
Transactions on Emerging Telecommunications Technologies|2022
65 cit.
8
Three pathways for standardisation and ethical disclosure by default under the European union artificial intelligence act
Computer law & security review|2024
65 cit.
9
A Privacy-Preserving Internet of Things Smart Healthcare Financial System
IEEE Internet of Things Journal|2023
55 cit.
10
To protect science, we must use LLMs as zero-shot translators
Nature Human Behaviour|2023
51 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Lorrie Faith Cranor
Carnegie Mellon University
2
Alessandro Acquisti
Carnegie Mellon University
3
Suresh Venkatasubramanian
AT&T (United States)
4
Norman Sadeh
Carnegie Mellon University
5
Richard S. Zemel
Columbia University
6
James Agarwal
University of Calgary
7
Vitaly Shmatikov
Cornell University
8
Luciano Floridi
Data Power Decisions (United States)
9
Marijn Janssen
Delft University of Technology
10
George Loewenstein
Decision Sciences (United States)

Current Senior Leaders Papers

1
Risk as feelings.
Psychological Bulletin|2001
5.7k cit.
2
Membership Inference Attacks Against Machine Learning Models
Unknown Journal|2017
4.2k cit.
3
AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations
Minds and Machines|2018
3.5k cit.
4
Fairness through awareness
Unknown Journal|2012
3.4k cit.
5
t-Closeness: Privacy Beyond k-Anonymity and l-Diversity
Unknown Journal|2007
3.4k cit.
6
Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model
Information Systems Research|2004
3.1k cit.
7
Beyond the Turk: Alternative platforms for crowdsourcing behavioral research
Journal of Experimental Social Psychology|2017
3k cit.
8
The ethics of algorithms: Mapping the debate
Big Data & Society|2016
2.9k cit.
9
Out of Control: Visceral Influences on Behavior
Organizational Behavior and Human Decision Processes|1996
2.6k cit.
10
Anomalies in Intertemporal Choice: Evidence and an Interpretation
The Quarterly Journal of Economics|1992
2.3k cit.

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