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Demo Data from EDBT 2026 / reviewers in the wild / expert

Shunqi Liu

dblp:287/6996 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2025
0009-0000-8219-3499ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
1 paper
Distributed systems · 100%
Artificial intelligence
1 paper
Efficient and distributed learning · 100%
Network and information security
1 paper
Network security · 50% Authentication and access control · 50%

Topics — the 7 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Efficient and distributed learning
federated learning		 0.912025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Machine learning › Efficient and distributed learning › federated learning
federated learning security		 0.912025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Distributed systems
distributed coordination		 0.912025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Distributed systems › distributed system security
trust management		 0.912025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Distributed systems
zero-trust security		 0.912025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Authentication and access control › trust management
dynamic trust evaluation		 0.312025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025
Network security › intrusion detection and prevention
intrusion detection		 0.312025
A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer · IEEE J. Sel. Areas Commun. 2025

Methods — techniques the papers use, named apart from their topics

trust evaluation · 2.6knowledge transfer · 2.6federated learning · 2.6
YearPublicationVenuePosition
2025 A Federated Learning-Based Zero-Trust Model With Secure Dynamic Trust Evaluation and Knowledge Transfer
Le Sun 0003, Shunqi Liu, Zhiguo Qu, Yanchun Zhang
 IEEE J. Sel. Areas Commun.2