Threat index based WLAN security and quality of service
Implementations generally relate methods, systems, and computer readable media for providing threat index based wireless local area networks (WLAN) security and quality of service. In one implementation, a method includes receiving a request from a client device connected to a network via a network link. The method further includes determining a threat index value for the client device. The method further includes determining one or more security policies associated with one or more respective network resources, where each security policy applies one or more rules for allocating one of the network resources. The method further includes determining allocation of one or more of the network resources to the client device based on the one or more security policies and the threat index value.
1. A computer-implemented method comprising:
receiving, at a wireless access point, a request from a client device connected to the wireless access point via a wireless link;
determining a threat index value for the client device based on one or more radio frequency (RF) characteristics of the client device, wherein the one or more RF characteristics comprise an angle of arrival, a beamforming characteristic, or a received signal strength indicator (RSSI);
selecting one or more security policies associated with one or more respective network resources based at least in part on the threat index value, wherein each security policy includes respective one or more rules for allocation of one of the network resources; and
allocating one or more of the network resources to the client device based on the one or more security policies.
2. The method of claim 1 , wherein determining the threat index value for the client device comprises determining the threat index value based on an identification of the client device, wherein the identification of the client device is based on detected physical characteristics of the client device.
3. The method of claim 1 , wherein determining the threat index value for the client device comprises:
monitoring the one or more RF characteristics of the client device communicating over the wireless link to obtain current RF characteristics;
comparing the current RF characteristics to baseline RF characteristics; and
determining the threat index value for the client device based on a match of the current RF characteristics to the baseline RF characteristics.
4. The method of claim 1 , wherein one of the network resources includes virtual local area network (VLAN), and wherein the method further comprises applying one of the security policies to VLAN assignments based on the threat index value.
5. The method of claim 1 , wherein one of the network resources includes airtime, and wherein the method further comprises applying one of the security policies to airtime allocation based on the threat index value.
6. The method of claim 1 , wherein one of the network resources includes band steering, and wherein the method further comprises applying one of the security policies to the band steering based on the threat index value.
7. The method of claim 1 , wherein one of the network resources includes service set identifier (SSID) steering, and wherein the method further comprises applying one of the security policies to the SSID steering based on the threat index value.
8. A computer-implemented method comprising:
receiving, at a wireless access point, a request from a client device connected to the wireless access point via a wireless link;
determining, a threat index value for the client device, wherein the threat index value is determined based on an identification of the client device, wherein the identification of the client device is based on detected physical characteristics of the client device;
selecting one or more security policies associated with one or more respective network resources based at least in part on the threat index value, wherein each security policy includes respective one or more rules for allocating one of the network resources; and
allocating one or more of the network resources to the client device based on the one or more security policies.
9. The method of claim 8 , wherein the determining the threat index value for the client device further comprises determining the threat index value based on one or more radio frequency (RF) characteristics of the client device, and wherein the one or more RF characteristics comprise an angle of arrival, a beamforming characteristic, or a received signal strength indicator (RSSI).
10. The method of claim 8 , wherein the identification of the client device based on the detected physical characteristics of the client device is performed using a machine learning model.
11. The method of claim 10 , wherein the machine learning model provides one or more of a reliability index for the client device, a type of the client device, or a class of the client device.
12. The method of claim 8 , wherein one of the network resources includes virtual local area network (VLAN), and wherein the method further comprises applying one of the security policies to VLAN assignments based on the threat index value.
13. The method of claim 8 , wherein one of the network resources includes airtime, and wherein the method further comprises applying one of the security policies to airtime allocation based on the threat index value.
14. The method of claim 8 , wherein one of the network resources includes band steering, and wherein the method further comprises applying one of the security policies to the band steering based on the threat index value.
15. A system comprising:
one or more processors coupled to a computer-readable medium having stored thereon software instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
receiving, at a wireless access point, a request from a client device connected to the wireless access point via a wireless link;
determining a threat index value for the client device based on one or more radio frequency (RF) characteristics of the client device, wherein the one or more RF characteristics comprise an angle of arrival, a beamforming characteristic, or a received signal strength indicator (RSSI);
selecting one or more security policies associated with one or more respective network resources based at least in part on the threat index value, wherein each security policy includes respective one or more rules for allocating one of the network resources; and
allocating one or more of the network resources to the client device based on the one or more security policies.
16. The system of claim 15 , wherein the determining the threat index value for the client device comprises determining the threat index value based on an identification of the client device, wherein the identification of the client device is based on detected physical characteristics of the client device.
17. The system of claim 15 , wherein the determining the threat index value for the client device comprises:
monitoring the one or more RF characteristics of the client device communicating over the wireless link to obtain current RF characteristics;
comparing the current RF characteristics to baseline RF characteristics; and
determining the threat index value for the client device based on a match of the current RF characteristics to the baseline RF characteristics.
18. The system of claim 15 , wherein one of the network resources includes virtual local area network (VLAN), and wherein the operations further comprise applying one of the security policies to VLAN assignments based on the threat index value.
19. The system of claim 15 , wherein one of the network resources includes service set identifier (SSID) steering, and wherein the operations further comprise applying one of the security policies to the SSID steering based on the threat index value.
20. The system of claim 15 , wherein one of the network resources includes airtime, and wherein the operations further comprise applying one of the security policies to airtime allocation based on the threat index value.