AUTOMATICALLY VALIDATING ENTERPRISE FIREWALL RULES AND PROVISIONING FIREWALL RULES IN COMPUTER SYSTEMS

• US 20170078329A1
• Filed: 09/11/2015
• Published: 03/16/2017
• Est. Priority Date: 09/11/2015
• Status: Active Grant

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Hwang, Jinho, Dotson, Christopher R., Peterson, Brian, Wu, Frederick Y.-F.
• Granted Patent: US 9,843,560 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: H04L 63/0263 Rule management

Abstract

Automatically validating a firewall rule for provisioning in a computer system. One or more firewall rules for provisioning on a server is received from a user device. Based on predefined firewall rules, whether to approve one or more of the firewall rules and deny one or more of the firewall rules is determined. Responsive to determining that one or more of the firewall rules are denied, additional validation of one or more of the firewall rules that are denied are performed. A firewall rule learning engine is updated with a result of the additional validation. Based on the result of the additional validation, the firewall rule learning engine updates the predefined firewall rules. One or more of the firewall rules that are approved on the server may be provisioned.

Claims

1. A computer-implemented method of automatically validating a firewall rule for provisioning in a computer system, comprising executing on one or more computer processors:

receiving from a user device one or more firewall rules for provisioning on a server;

determining based on predefined firewall rules, whether to approve one or more of the firewall rules and deny one or more of the firewall rules;

responsive to determining that one or more of the firewall rules are denied, performing additional validation of one or more of the firewall rules that are denied;

updating a firewall rule learning engine with a result of the additional validation, wherein based on the result of the additional validation, the firewall rule learning engine updates the predefined firewall rules; and

provisioning one or more of the firewall rules that are approved on the server.

2. The method of claim 1, wherein the firewall rule learning engine creates one or more new firewall rules based on the additional validation and adds the new firewall rules to the predefined firewall rules.

3. The method of claim 1, wherein the firewall rule learning engine implements a machine learning algorithm to automatically create the new firewall rules.

4. The method of claim 3, wherein the machine learning algorithm includes a support vector machine-based algorithm.

5. The method of claim 1, further comprising sending provisioning status to the user device.

6. The method of claim 1, wherein a cloud management stack receives the request and performs the provisioning.

15. The system of claim 1, wherein the firewall rule learning engine implements a machine learning algorithm to automatically create the new firewall rules.

16. The system of claim 15, wherein the machine learning algorithm includes a support vector machine-based algorithm.

7. A computer readable storage medium storing a program of instructions executable by a machine to perform a method of automatically validating a firewall rule for provisioning in a computer system, the method comprising:

receiving from a user device one or more firewall rules for provisioning on a server;

determining based on predefined firewall rules, whether to approve one or more of the firewall rules and deny one or more of the firewall rules;

responsive to determining that one or more of the firewall rules are denied, performing additional validation of one or more of the firewall rules that are denied;

updating a firewall rule learning engine with a result of the additional validation, wherein based on the result of the additional validation, the firewall rule learning engine updates the predefined firewall rules; and

provisioning one or more of the firewall rules that are approved on the server.

8. The computer readable storage medium of claim 7, wherein the firewall rule learning engine creates one or more new firewall rules based on the additional validation and adds the new firewall rules to the predefined firewall rules.

9. The computer readable storage medium of claim 7, wherein the firewall rule learning engine implements a machine learning algorithm to automatically create the new firewall rules.

10. The computer readable storage medium of claim 9, wherein the machine learning algorithm includes a support vector machine-based algorithm.

11. The computer readable storage medium of claim 7, further comprising sending provisioning status to the user device.

12. The computer readable storage medium of claim 7, wherein a cloud management stack receives the request and performs the provisioning.

13. A system of automatically validating a firewall rule for provisioning in a computer system, comprising:

a storage device;

one or more computer processors operatively coupled to a communication network, one or more of the computer processors operable to receive from a user device one or more firewall rules for provisioning on a server,

one or more of the computer processors determining based on predefined firewall rules stored on the storage device, whether to approve one or more of the firewall rules and deny one or more of the firewall rules,

responsive to determining that one or more of the firewall rules are denied, one or more of the computer processors performing additional validation of one or more of the firewall rules that are denied;

a firewall rule learning engine coupled to one or more of the computer processors;

one or more of the computer processors updating the firewall rule learning engine with a result of the additional validation;

based on the result of the additional validation, the firewall rule learning engine operable to update the predefined firewall rules;

one or more of the computer processors operable to provision one or more of the firewall rules that are approved on the server.

14. The system of claim 13, wherein the firewall rule learning engine creates one or more new firewall rules based on the additional validation and adds the new firewall rules to the predefined firewall rules.

17. The system of claim 13, wherein one or more of the computer processors sends provisioning status to the user device.

18. The system of claim 13, wherein one or more of the computer processors runs a cloud management stack that receives the request and performs the provisioning.