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Updated: Feb 14, 2026

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非IIDの配布下でのUAVの異常検出のプライバシー保護のための新しいアダプティブフェデレーテッドラーニングアプローチ

Ms Bithi1, Md Emran Masud1, Md Alamgir Hossain2,3

  • 1Department of Computer Science and Engineering, Prime University, Dhaka, Bangladesh.

Scientific reports
|February 12, 2026
PubMed
まとめ

BANCO-FLは,フェデレーテッド・ラーニングを使用して無人航空機 (UAV) の異常検出を強化しています. このバランスの取れた枠組みは,高い精度を達成し,複雑な通信シナリオにおける誤った分類を軽減します.

キーワード:
アダプティブ・フェデレーテッド・ラーニング分散型アノマリー検出軽量ニューラルネットワークプライバシーを守る機械学習UAVのセキュリティーについて

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