Erik Buchmann

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Data Curation & Synthetic Data (1)Open-Source Models & Weights (1)Recommendation & Information Retrieval (1)

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Arne Roszeitis (1)Victor Jüttner (1)

Papers (1)

Sep 10, 2026

Affiliation:1w ago

Few-Shot Learning for Network Intrusion Detection: Methods, Datasets, and Performance

This work systematically reviews FSL approaches for NIDS published from 2022 to 2026 with PRISMA 2020-like reporting to search ACM Digital Library, IEEE Xplore, and Scopus, and compares reported performance.

Arne Roszeitis, Victor Jüttner, Erik Buchmann

Data Curation & Synthetic Data Open-Source Models & Weights Recommendation & Information Retrieval

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Erik Buchmann

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)