Rule based alerting in anomaly detection
View Patent ↗A graphical user interface for constructing rules to run on an intrusion detection system is described. The user interface includes a field that specifies a first set of nodes on a network by Host-Group, a field that specifies a second set of nodes on a network by Host-Group and a field which determines whether to interpret the first and second host-group fields as Client, server, source, destination or any of these.
1. A method for detecting an intrusion event in a network, the method comprising:
receiving a threshold value for a monitored network parameter, wherein the threshold value is received from a user via a user interface (UI) associated with a computer, and wherein the threshold value corresponds to an alert severity level;
receiving a threshold type for the monitored network parameter, wherein the threshold type is received from the user via the UI, and wherein the threshold type specifies either a lower limit or an upper limit for the threshold value;
receiving a time duration for the monitored network parameter, wherein the time duration is received from the user via the UI;
constructing, by the computer, a rule for detecting a network intrusion event based on the threshold value, the threshold type, and the time duration;
compiling the constructed rule for execution; and
executing the constructed rule, wherein said executing the constructed rule comprises:
generating an alert when the monitored network parameter remains above the threshold value during the entire time duration when the threshold type is an upper limit;
generating the alert when the monitored network parameter remains below the threshold value during the entire time duration when the threshold type is a lower limit; and
wherein a severity level of the alert is set to the alert severity level corresponding to the threshold value.
2. The method of claim 1 , further comprising:
receiving information about a first set of nodes and a second set of nodes in the network; and
determining whether the second set of nodes are clients, servers, source nodes, or destination nodes based on the received information about the first set of nodes.
3. The method of claim 1 , further comprising receiving information on whether the rule applies to a host or to an aggregate of an entire node set's traffic.
4. The method of claim 1 , further comprising receiving information specifying a start time and a stop time for application of the rule.
5. The method of claim 1 , further comprising:
receiving information specifying services for which the rule is applicable, wherein a respective service is specified by at least a port and a protocol.
6. A non-transitory computer-readable storage medium storing instructions which when executed by a computer cause the computer to perform a method for detecting an intrusion event in a network, the method comprising:
receiving a threshold value for a monitored network parameter, wherein the threshold value is received from a user via a user interface (UI) associated with the computer, and wherein the threshold value corresponds to an alert severity level;
receiving a threshold type for the monitored network parameter, wherein the threshold type is received from the user via the UI, and wherein the threshold type specifies either a lower limit or an upper limit for the threshold value;
receiving a time duration for the monitored network parameter, wherein the time duration is received from the user via the UI;
constructing a rule for detecting a network intrusion event based on the threshold value, the threshold type, and the time duration;
compiling the constructed rule for execution; and
subsequently executing the constructed rule, wherein said executing the constructed rule comprises:
generating an alert when the monitored network parameter remains above the threshold value during the entire time duration when the threshold type is an upper limit;
generating the alert when the monitored network parameter remains below the threshold value during the entire time duration when the threshold type is a lower limit; and
wherein a severity level of the alert is set to the alert severity level corresponding to the threshold value.
7. The non-transitory computer-readable storage medium of claim 6 , wherein the method further comprises:
receiving information about a first set of nodes and a second set of nodes in the network; and
determining whether the second set of nodes are clients, servers, source nodes, or destination nodes based on the received information about the first set of nodes.
8. The non-transitory computer-readable storage medium of claim 6 , wherein the method further comprises receiving information on whether the rule applies to a host or to an aggregate of an entire node set's traffic.
9. The non-transitory computer-readable storage medium of claim 6 , wherein the method further comprises receiving information specifying a start time and a stop time for application of the rule.
10. The non-transitory computer-readable storage medium of claim 6 , wherein the method further comprises receiving information specifying services for which the rule is applicable, wherein a respective service is specified by at least a port and a protocol.
11. A system for detecting an intrusion event in a network comprising:
a processor; and
a non-transitory storage medium storing instructions which, when executed by the processor, cause the system to perform a method comprising:
receiving a threshold value for a monitored network parameter, wherein the threshold value is received from a user via a user interface (UI) associated with the system, and wherein the threshold value corresponds to an alert severity level;
receiving a threshold type for the monitored network parameter, wherein the threshold type is received from the user via the UI, and wherein the threshold type specifies either a lower limit or an upper limit for the threshold value;
receiving a time duration for the monitored network parameter, wherein the time duration is received from the user via the UI;
constructing a rule for detecting a network intrusion event based on the threshold value, the threshold type, and the time duration;
compiling the constructed rule for execution; and
executing the constructed rule, wherein said executing the constructed rule comprises:
generating an alert when the monitored network parameter remains above the threshold value during the entire time duration when the threshold type is an upper limit;
generating the alert when the monitored network parameter remains below the threshold value during the entire time duration when the threshold type is a lower limit; and
wherein a severity level of the alert is set to the alert severity level corresponding to the threshold value.
12. The system of claim 11 , wherein the non-transitory storage medium further comprises instructions that, when executed by the processor, cause the system to:
receive information about a first set of nodes and a second set of nodes in the network; and
determine whether the second set of nodes are clients, servers, source nodes, or destination nodes based on the received information about the first set of nodes.
13. The system of claim 11 , wherein non-transitory storage medium further comprises instructions that, when executed by the processor, cause the system to receive information specifying whether the constructed rule applies to a host or to an aggregate of an entire node set's traffic.
14. The system of claim 11 , wherein the non-transitory storage medium further comprises instructions that, when executed by the processor, cause the system to receive information specifying a start time and a stop time for application of the constructed rule.
15. The system of claim 11 , wherein the non-transitory storage medium further comprises instructions that, when executed by the processor, cause the system to receive information specifying services for which the rule is applicable, wherein a respective service is specified by at least a port and a protocol.