Optimizing flow sampling for network anomaly detection
Sampling techniques are widely employed in high-speed network traffic monitoring to allow
the analysis of high traffic volumes with limited resources. Sampling has measurable …
the analysis of high traffic volumes with limited resources. Sampling has measurable …
TVi: A visual querying system for network monitoring and anomaly detection
A Boschetti, L Salgarelli, C Muelder… - Proceedings of the 8th …, 2011 - dl.acm.org
Monitoring, anomaly detection and forensics are essential tasks that must be carried out
routinely for every computer network. The sheer volume of data generated by conventional …
routinely for every computer network. The sheer volume of data generated by conventional …
Intentional attack and fusion-based defense strategy in complex networks
Intentional attack incurs fatal threats on modern networks by paralyzing a small fraction of
nodes with highest degrees to disrupt the network. To enhance the network robustness, in …
nodes with highest degrees to disrupt the network. To enhance the network robustness, in …
Intrusion detection model based on selective packet sampling
EG Bakhoum - EURASIP Journal on Information Security, 2011 - Springer
Recent experimental work by Androulidakis and Papavassiliou (IET Commun 2 (3): 399,
2008; IEEE Netw 23 (1): 6, 2009) has shown that it is possible to maintain a high level of …
2008; IEEE Netw 23 (1): 6, 2009) has shown that it is possible to maintain a high level of …
[PDF][PDF] Low-level design specification of the machine learning engine
D Saucez - FP7 ECODE Deliverable D, 2011 - academia.edu
This deliverable is part of WP2 (Cognitive network & system architecture and design), which
is a research and technological development activity. The overall objective of this work …
is a research and technological development activity. The overall objective of this work …
Two‐stage selective sampling for anomaly detection: analysis and evaluation
G Androulidakis, S Papavassiliou - Security and …, 2011 - Wiley Online Library
Sampling has become an essential component of scalable Internet traffic monitoring and
anomaly detection. This paper emphasizes on the analysis and evaluation of the impact of …
anomaly detection. This paper emphasizes on the analysis and evaluation of the impact of …