In this paper, we propose a distributed PCA-based method for detecting anomalies in the network traffic, which, by means of multi-party computation techniques, is also able to face the different privacy constraints that arise in a multi-domain network scenario, while preserving the same performance of the centralised implementation (with only a limited overhead)
Enforcing privacy in distributed multi-domain network anomaly detection
CALLEGARI, CHRISTIAN;GIORDANO, STEFANO;PAGANO, MICHELE
2015-01-01
Abstract
In this paper, we propose a distributed PCA-based method for detecting anomalies in the network traffic, which, by means of multi-party computation techniques, is also able to face the different privacy constraints that arise in a multi-domain network scenario, while preserving the same performance of the centralised implementation (with only a limited overhead)File in questo prodotto:
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