Critical infrastructure protection: Resource efficient sampling to improve detection of less frequent patterns in network traffic

This publication has 21 references indexed in Scilit:

• Spam filtering for network traffic security on a multi‐core environment
  Concurrency and Computation: Practice and Experience, 2009
• An Efficient Clustering Scheme to Exploit Hierarchical Data in Network Traffic Analysis
  IEEE Transactions on Knowledge and Data Engineering, 2008
• PISA: Automatic Extraction of Traffic Signatures
  2005
• Automatically inferring patterns of resource consumption in network traffic
  2003
• New directions in traffic measurement and accounting
  ACM Transactions on Computer Systems, 2003
• An Analysis of the 1999 DARPA/Lincoln Laboratory Evaluation Data for Network Anomaly Detection
  2003
• Finding Hierarchical Heavy Hitters in Data Streams
  2003
• Deriving traffic demands for operational IP networks: methodology and experience
  IEEE/ACM Transactions on Networking, 2001
• Application of sampling methodologies to network traffic characterization
  ACM SIGCOMM Computer Communication Review, 1993
• A general lower bound on the number of examples needed for learning
  Information and Computation, 1989