RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Approximation algorithms
Intrusion Detection: A Bioinformatics Approach
ACSAC '03 Proceedings of the 19th Annual Computer Security Applications Conference
Programming with Constraints: An Introduction by Kim Marriott and Peter J. Stuckey, MIT Press, 1998.
Journal of Functional Programming
Polygraph: Automatically Generating Signatures for Polymorphic Worms
SP '05 Proceedings of the 2005 IEEE Symposium on Security and Privacy
ACAS: automated construction of application signatures
Proceedings of the 2005 ACM SIGCOMM workshop on Mining network data
Unexpected means of protocol inference
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Autograph: toward automated, distributed worm signature detection
SSYM'04 Proceedings of the 13th conference on USENIX Security Symposium - Volume 13
AutoSig-Automatically Generating Signatures for Applications
CIT '09 Proceedings of the 2009 Ninth IEEE International Conference on Computer and Information Technology - Volume 02
On the validation of traffic classification algorithms
PAM'08 Proceedings of the 9th international conference on Passive and active network measurement
Protocol misidentification made easy with format-transforming encryption
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
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We present an automatic application protocol signature generating framework for Deep Packet Inspection (DPI) techniques with performance evaluation. We propose to utilize algorithms from the field of bioinformatics. We also present preprocessing methods to accelerate our system. Moreover, we developed several postprocessing techniques to refine the accuracy of the results. Finally, we propose a DPI system, based on approximate string matching, and find it a viable, novel alternative for the refinement of exact string matching algorithm's results.