Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions

Khraisat, Ansam; Alazab, Ammar; Singh, Sarabjot; Jan, Tony; Jr. Gopez, Alfredo

Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions

journal contribution

posted on 2025-05-06, 06:28 authored by Ansam KhraisatAnsam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Jr. Gopez

Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions

History

Journal

ACM Computing Surveys

Volume

57

Pagination

1-38

Location

New York, N.Y.

Open access

No

ISSN

0360-0300

eISSN

1557-7341

Language

eng

Publication classification

C4 Letter or note

Issue

1

Publisher

Association for Computing Machinery

Publication URL

http://dx.doi.org/10.1145/3687124

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Keywords

Machine Learning and Artificial Intelligence Networking and Information Technology R&D (NITRD)Generic health relevance

Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions

History

Journal

Volume

Pagination

Location

Open access

ISSN

eISSN

Language

Publication classification

Issue

Publisher

Publication URL

Usage metrics

Categories

Keywords

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