バッドドメイン:フィッシングドメインの早期発見 登録
Karolina Seweryn1, Piotr Białczak2, Tomasz Chytry-Trzeciak2
1NASK National Research Institute, Kolska 12, 01-045 Warsaw, Poland.
Sensors (Basel, Switzerland)
|February 13, 2026
まとめ
BadDomainsは,フィッシングのドメイン登録を早期に検出するための新しいシステムです. ドメインレジストリデータとフィッシングインテリジェンスを使用して,悪意のあるドメインを特定し,タイムリー検出で既存のシステムを上回ります.
科学分野:
- サイバーセキュリティー サイバーセキュリティー
- コンピュータサイエンス コンピュータサイエンス
背景:
- フィッシング攻撃では,ユーザを欺くために,しばしば正当なエンティティを偽装する.
- サイバー犯罪者は,フィッシングウェブサイトをホストするために特定のドメインを登録します.
研究 の 目的:
- バッドドメイン (BadDomains) を提案する.フィッシングのドメイン登録を早期に検出するためのシステム.
- 新しい機能と既存の知識を活用して,悪意のあるドメインの検出を強化します.
主な方法:
- BadDomainsは,新たに登録されたドメインデータを現在のフィッシング情報と統合します.
- 機能は,.plフィッシングドメインのデータとCSIRTの運用経験の分析を使用して設計されました.
- 評価には,.pl TLD レジストリデータと,CERT Polska のフィッシングドメインリストが含まれていました.
主要な成果:
- BadDomainsは,適応されたPremadomaシステムと比較して,より高いF1スコアを示しました.
- このシステムは,以前未知のフィッシング・ドメインの早期発見を,運用展開時に達成した.
結論:
- BadDomainsは,フィッシングのドメイン登録を早期に検出するための効果的なソリューションを提供します.
- システムの性能は,フィッシング攻撃との闘いにおけるその価値を示しています.
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