Classification and cluster analysis spam detection and reduction

Classification and cluster analysis spam detection and reduction

Multiple features of email traffic are analyzed and extracted. Feature vectors comprising the multiple features are created and cluster analysis is utilized to track spam generation even from dynamically changing or aliased IP addresses.

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Bibliographische Detailangaben
Hauptverfasser: Wei, Stanley, Xi, Xiaopeng, Ramarao, Vishwanath Tumkur, Yankov, Dragomir
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Multiple features of email traffic are analyzed and extracted. Feature vectors comprising the multiple features are created and cluster analysis is utilized to track spam generation even from dynamically changing or aliased IP addresses.