Method and system for automatic classification of applications and services by packet inspection
View Patent ↗The present invention facilitates identifying applications based on communicated packets between applications. Characteristics of communicated packets are used to identify the packet as being part of a communication between applications. Identification can be accomplished through the use of packet fingerprints or through a K nearest neighbor algorithm.
1. A method comprising:
examining at least one data packet communicated between two or more applications communicating in a computer network to identify one or more characteristics of the at least one data packet;
comparing the at least one identified characteristic to at least one characteristic of a fingerprint associated with a communication between two or more application types; and
if the at least one identified characteristic is similar to the at least one characteristic of the fingerprint based on differences in the characteristics of the packet and the fingerprint determining that the two or more applications that communicated the at least one data packet are the same as the two or more applications types associated with the fingerprint.
2. The method of claim 1 , comprising defining a rule associated with the fingerprint; and wherein the comparing the at least one identified characteristic to at least one characteristic of the fingerprint comprises using a rules-based system.
3. The method of claim 1 wherein the comparing the at least one identified characteristic to at least one characteristic of the fingerprint comprises using a K Nearest Neighbor protocol (KNN) to determine whether the at least one identified characteristic is similar to the at least one characteristic of the fingerprint.
4. The method of claim 1 wherein the method is performed on multiple network segments in the computer network.
5. The method of claim 1 wherein the characteristic of the fingerprint comprises at least one of the group consisting of headers, fieldnames, field values, patterns in the packet, keywords in the packet, signatures, regular expression matching, IP addresses, host names, data payload, and mime types.
6. The method of claim 1 wherein a user defines the fingerprint including what constitutes a similar characteristic.
7. The method of claim 1 wherein the fingerprint comprises the characteristic of patterns of data.
8. The method of claim 1 wherein the one or more characteristics of the at least one data packet is stored in a fingerprint.
9. The method of claim 1 where the fingerprint comprises a data structure comprising at least one entry selected from the group consisting of an action, an error message, a user id, and a network segment.