53bfd0e380c4542fbd5d · Unsupervised Anomaly Detection System Using Next-Generation Router Architecture
Unsupervised Anomaly Detection System Using Next-Generation Router Architecture
Unlike many intrusion detection systems that rely mostly on labeled training data, we propose a novel technique for anomaly detection based on unsupervised learning and we apply it to counter denial-of-service attacks. Initial simulation results suggest
{
"title_en": "Unsupervised Anomaly Detection System Using Next-Generation Router Architecture",
"designation": "",
"series": "",
"status": "",
"date": "2006-10-01",
"date_original": "October 1, 2006",
"url": "https://www.nist.gov/publications/unsupervised-anomaly-detection-system-using-next-generation-router-architecture-0",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Richard A. Rouil , Nicolas Chevrollier , Nada T. Golmie",
"abstract_excerpt_en": "Unlike many intrusion detection systems that rely mostly on labeled training data, we propose a novel technique for anomaly detection based on unsupervised learning and we apply it to counter denial-of-service attacks. Initial simulation results suggest",
"id": "53bfd0e380c4542fbd5d",
"sources": [
"NIST Publications"
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{
"title_en": "Unsupervised Anomaly Detection System Using Next-Generation Router Architecture",
"designation": "",
"series": "",
"status": "",
"date": "2006-10-01",
"date_original": "October 1, 2006",
"url": "https://www.nist.gov/publications/unsupervised-anomaly-detection-system-using-next-generation-router-architecture-0",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Richard A. Rouil , Nicolas Chevrollier , Nada T. Golmie",
"abstract_excerpt_en": "Unlike many intrusion detection systems that rely mostly on labeled training data, we propose a novel technique for anomaly detection based on unsupervised learning and we apply it to counter denial-of-service attacks. Initial simulation results suggest"
}
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