Automated actions in a security platform
Systems and methods for providing automated actions in handling security threats are disclosed. The method includes receiving input data comprising one or more entities and one or more intents. The method further includes extracting the entities and the intents from the input data. In response to determining that there exists at least one actionable entity from the extracted entities, the method further includes presenting a plurality of available security actions to a user to resolve one or more security threats associated with the input data, the available security actions being respectively selectable by the user.
1. A computer-implemented method for providing automated actions in handling security threats, the method comprising:
receiving input data comprising one or more entities and one or more intents;
extracting the entities and the intents from the input data;
traversing a data structure to determine whether there exists a connection between the extracted entities and the extracted intents, wherein the connection automatically triggers invocation of at least one specific action; and
in response to determining that there exists a connection between the extracted entities and the extracted intents, invoking the at least one specific action comprising:
presenting a plurality of available security actions to a user to resolve one or more security threats associated with the input data when there exists at least one actionable entity from the extracted entities, the available security actions being respectively selectable by the user;
presenting to the user respective confidence scores associated with the plurality of available security actions, wherein the confidence scores correspond with a range of security actions among the plurality of available security actions ranging from a mostly selected security action to a least selected security action;
in response to selecting an available security action by the user, automating a performance of the selected security action, without the user's input, to resolve the one or more security threats; and
dynamically updating the presented available security actions.
2. The computer-implemented method of claim 1 , wherein automating the performance of the selected security action comprises automatically invoking a security product to resolve the one or more security threats.
3. The computer-implemented method of claim 1 , wherein dynamically updating the presented available security actions comprises: disabling some of the available security actions based on the user's role, wherein the disabled security actions are preset to be inaccessible to the user.
4. The computer-implemented method of claim 1 , wherein dynamically updating the presented available security actions comprises: disabling some of the available security actions based on a predictive model trained with the user's historical behavior in selecting past security actions to resolve prior input data.
5. The computer-implemented method of claim 1 , wherein the at least one specific action further comprises performing a knowledge-based action or an analytics-based action when there is no actionable entity from the extracted entities.
6. The computer-implemented method of claim 1 , wherein the plurality of available security actions comprise at least one of: available actions, possible actions, or probable actions.
7. The computer-implemented method of claim 1 , wherein the input data is provided by the user through a graphical user interface.
8. The computer-implemented method of claim 1 , wherein the plurality of available security actions are performed by security products that are enabled under integration.
9. A data processing system, comprising:
a processor; and
a memory coupled to the processor to store instructions, which when executed by the processor, cause the processor to perform operations, the operations including:
receiving input data comprising one or more entities and one or more intents;
extracting the entities and the intents from the input data;
traversing a data structure to determine whether there exists a connection between the extracted entities and the extracted intents, wherein the connection automatically triggers invocation of at least one specific action; and
in response to determining that there exists a connection between the extracted entities and the extracted intents, invoking the at least one specific action comprising:
presenting a plurality of available security actions to a user to resolve one or more security threats associated with the input data, the available security actions being respectively selectable by the user;
presenting to the user respective confidence scores associated with the plurality of available security actions, wherein the confidence scores correspond with a range of security actions among the plurality of available security actions ranging from a mostly selected security action to a least selected security action;
in response to selecting an available security action by the user, automating a performance of the selected security action, without the user's input, to resolve the one or more security threats; and
dynamically updating the presented available security actions.
10. The data processing system of claim 9 , wherein automating the performance of the selected security action comprises automatically invoking a security product to resolve the one or more security threats.
11. The data processing system of claim 9 , wherein dynamically updating the presented available security actions comprises disabling some of the available security actions based on the user's role, wherein the disabled security actions are preset to be inaccessible to the user.
12. The data processing system of claim 9 , wherein dynamically updating the presented available security actions comprises disabling some of the available security actions based on a predictive model trained with the user's historical behavior in selecting past security actions to resolve prior input data.
13. The data processing system of claim 9 , wherein the at least one specific action further comprises performing a knowledge-based action or an analytics-based action when there is no actionable entity from the extracted entities.
14. The data processing system of claim 9 , wherein the plurality of available security actions comprise at least one of: available actions, possible actions, or probable actions.
15. The data processing system of claim 9 , wherein the input data is provided by the user through a graphical user interface.
16. The data processing system of claim 9 , wherein the plurality of available security actions are performed by security technologies or products that are enabled under integration.