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Data Structure ?
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README.md
文脈
Microsoft Malware Prediction Kaggleコンペティションのデータセット (https://www.kaggle.com/c/microsoft-malware-prediction)
Chris DeotteとAditya Soniの研究に基づき、このデータセットは以前のAvSigVersionのタイムスタンプを拡張し、各AvSigVersionに対する詳細な追加/更新脅威リストを含んでいます。
詳細はこのページから収集されました: https://www.microsoft.com/en-us/wdsi/definitions/antimalware-definition-release-notes
(「新しい定義」/「更新された定義」のセクションを参照)
内容
- AvSigVersion、脅威名、警戒レベル、タイプ (追加または更新)、約100万行
謝辞
Aditya Soniによる「外部(収集したデータセット):EDAに役立ちます :)」
https://www.kaggle.com/c/microsoft-malware-prediction/discussion/78672
Chris Deotteによる「AvSigVersionとCensusOsVersionのタイムスタンプ」
https://www.kaggle.com/cdeotte/malware-timestamps
注記
- 最善を尽くしましたが、ファイルに誤りがないことを保証することはできません。そのままですので、自分で確認してください!
- 非常に初期段階の分析では、高検出ピーク期間との明確な相関関係は見つかりませんでした (これは奇妙ですか?)、さらなる調査が必要です。(例: 名前列は拡張分析のためにさらに変換できます)
- 例えば9月25日は奇妙な日で、分割に何らかの意味があると言えるでしょう (訓練データの最終日?)、そして大量の脅威が追加/更新されました (約7000行?)
- 例: https://www.microsoft.com/en-us/wdsi/definitions/antimalware-definition-release-notes?RequestVersion=1.275.1733.0
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