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IMRG Workshop on Application Classi cation and Identi cation Report Tim Strayer BBN Technologies Mark Allman mallman@icir.org Shudong Jin Case Western Reserve University ICSI Grenville Armitage Swinburne University strayer bbn.com Steve Bellovin Columbia University garmitage@swin.edu.au Andrew W. Moore University of Cambridge smb@cs.columbia.edu jins@case.edu andrew.moore@cl.cam.ac.uk This article is an editorial note submitted to CCR. It has NOT been peer reviewed. Authors take full responsibility for this article ™s technical content. Comments can be posted through CCR Online. Categories and Subject Descriptors: C.2.0 General General Terms: Documentation Keywords: Application Identi cation and Characterization, Workshop Report conversations and relationships between servers and clients. The key points of the remainder of the talk are: ¢ Until a full ‚ow is œdecoded  ”that is, the content of the ‚ow is examined and the intent of the ‚ow is ascertained ”it is di ƒcult to know what is really going on in the ‚ow. The content is what really identi es an application, not the mechanisms for getting the content to and from the endpoints. Andrew showed that very good accuracy is achieved only by deeply inspecting the tra ƒc, but that this method is time consuming and computationally expensive. Further, there will

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