Method and system for operating system identification in a network based security monitoring solution
View Patent ↗A method and system for providing network based malware detection in a service provider network is disclosed. Transmission control protocol (TCP) packets defining originating from an access device coupled to the service provider network defining a TCP session between a computing device coupled to the access device, and a destination coupled to the service provider network are received. An operating system identifier (OS ID) associated with the TCP session and the computing device is determined. If malware is present in the TCP session and an associated malware ID is determined by comparing a malware signature to the one or more TCP packets. An alert identifying a network address associated with the access device, the malware ID and the OS ID associated with TCP session that generated the alert can then be generated.
1. A method of network based malware detection in a service provider network, the method comprising:
receiving one or more transmission control protocol (TCP) packets originating from an access device coupled to the service provider network, the one or more TCP packets defining a TCP session between a computing device coupled to the access device, and a destination coupled to the service provider network;
determining an operating system identifier (OS ID) associated with the TCP session and the computing device;
determining if malware is present in the TCP session and an associated malware ID by comparing a malware signature to the one or more TCP packets; and
generating an alert identifying a network address associated with the access device, the malware ID and the OS ID associated with TCP session that generated the alert.
2. The method of claim 1 wherein determining the operating system ID further comprises:
determining a protocol associated with the TCP packets and matching an OS fingerprint from one or more protocol parameters if present in the TCP packets to determine a first operating system identifier (ID);
determining an application parameter associated with the TCP session if present, and identifying a second OS ID from the application parameter; and
wherein the OS ID in the alert comprises one of the first OS ID or second OS ID associated with one or more computing devices coupled to the access device.
3. The method of claim 2 further comprising sending a notification to a subscriber associated with the network address associated with the access device, the notification identifying a remediation portal to remove the determined malware in the alert.
4. The method of claim 3 further comprising:
identifying at the remediation portal the subscriber accessing the remediation portal;
identifying the OS associated with the computing device used by the subscriber to access the remediation portal;
comparing the OS associated with the computing device to the at least one of the first OS ID or second OS ID identified in the alert; and
providing malware remediation to the computing device when the at least one of the first OS ID or second OS ID matches the OS associated with the computing device.
5. The method of claim 3 wherein if the OS of the computing device is not the at least one of the first OS ID or second OS ID identified in the alert an indication is provided to the subscriber to connect to the remediation portal with an other computing device connected to the access device.
6. The method of claim 3 wherein the alert is cleared when all computing devices associated with the access device and the computing device having the at least one of the first OS ID or second OS ID have accessed the remediation portal.
7. The method of claim 2 wherein determining the first OS ID is performed by comparing one or more protocol parameters of the one or more TCP packets having a SYN flag associated with the session, wherein the OS fingerprints identify the protocol parameters of the SYN flagged packet and the OS ID associated with parameters.
8. The method of claim 2 wherein determining the application parameter associated with the session and identifying the second OS ID from the application parameter by inspecting an HTTP user agent string to determine the second OS ID.
9. The method of claim 2 further comprising verifying the first OS ID against the second OS ID, wherein if the second OS ID does not match the first OS ID the session is identified by the OS ID identified as a more reliable OS ID.
10. The method of claim 2 further comprising verifying the first OS ID against the second OS ID, wherein if the second OS ID matches the first OS ID either OS ID is used.
11. The method of claim 2 further comprising verifying the first OS ID against the second OS ID, wherein if the second OS ID matches the first OS ID but the second OS ID provides additional information, the second OS ID is used.
12. The method of claim 3 wherein sending the notification to the subscriber associated with the access device further comprises replacing the network address of the access device with a subscriber ID.
13. The method of claim 12 wherein sending the notification to the subscriber associated with the access device further comprises aggregating one or more detailed alerts having the subscriber ID into a single alert summary associated with the subscriber ID.
14. The method of claim 12 wherein the one or more computing devices are coupled to the access device through a local area network (LAN), the access device providing network address translation (NAT) or is coupled to NAT device to share the network address of the access device.
15. A system for network based malware detection in a service provider network, the system comprising:
a plurality of network sensors coupled to the service provider network, each of the network sensors for:
receiving one or more transmission control protocol (TCP) packets originating from an access device coupled to the service provider network, the one or more TCP packets defining a TCP session between a computing device coupled to the access device, and a destination coupled to the service provider network;
determining an operating system identifier (OS ID) associated with the TCP session and the computing device associated;
determining if malware is present in the TCP session and an associated malware ID by comparing a malware signature to the one or more TCP packets; and
generating an alert identifying a network address associated with the access device, the malware ID and the OS ID associated with TCP session that generated the alert.
16. The system of claim 15 wherein the plurality of network sensors in determining the OS ID further:
determine a protocol associated with the TCP packets and matching an OS fingerprint from one or more protocol parameters if present in the TCP packets to determine a first OS ID;
determine an application parameter associated with the TCP session if present, and identifying a second OS ID from the application parameter; and
wherein the identified OS ID in the alert comprises one of the first OS ID or the second OS ID associated with one or more computing devices coupled to the access device.
17. The system of claim 15 wherein the plurality of network sensors further: send a notification to a subscriber associated with the network address associated with the access device, the notification identifying a remediation portal to remove the determined malware in the alert.
18. The system of claim 17 wherein the plurality of network sensors send the notification to the subscriber associated with the access device by retrieving a subscriber ID from a subscriber ID repository and replacing the network address of the access device with the subscriber ID.
19. The system of claim 16 wherein the plurality of network sensors determine the first OS ID by comparing one or more protocol parameters of the one or more TCP packets having a SYN flag associated with the session, the OS fingerprints identify the protocol parameters of the SYN flagged packet and the OS ID associated with parameters.
20. The system of claim 19 wherein the plurality of network sensors determine the application parameter associated with the session and identifies the second OS ID from the application parameter by inspecting an HTTP user agent string to determine the second OS ID.
21. The system of claim 20 wherein the plurality of network sensors verify the first OS ID against the second OS ID, wherein if the second OS ID does not match the first OS ID the session is identified by the OS ID providing a more reliable OS ID.
22. The system of claim 20 wherein the plurality of network sensors verify the first OS ID against the second OS ID, wherein if the second OS ID matches the first OS ID either OS ID is used.
23. The system of claim 20 wherein the plurality of network sensors verify the first OS ID against the second OS ID, wherein if the second OS ID matches the first OS ID but the second OS ID provides additional information, the second OS ID is used.
24. A computer readable memory containing instructions for network based malware detection in a service provider network, the instructions when executed by a processor performing:
receiving one or more transmission control protocol (TCP) packets originating from an access device coupled to the service provider network, the one or more TCP packets defining a TCP session between a computing device coupled to the access device, and a destination coupled to the service provider network;
determining an operating system identifier (OS ID) associated with the TCP session and the computing device;
determining if malware is present in the TCP session and an associated malware ID by comparing a malware signature to the one or more TCP packets; and
generating an alert identifying a network address associated with the access device, the malware ID and the OS ID associated with TCP session that generated the alert.
25. The system of claim 16 further comprising:
a remediation portal coupled to the service provider network, the remediation portal for:
identifying a subscriber accessing the remediation portal;
identifying the OS associated with the computing device used by the subscriber to access the remediation portal;
comparing the OS associated with the computing device to the OS ID identified in the alert; and
providing malware remediation to the computing device.