IP Library Granted Patent US 12,316,668
Granted Patent B2
US 12,316,668 · App. 18/585,125 · Granted May 27, 2025

Threat mitigation system and method

Inventors: Brian P. Murphy (Tampa, FL); Joe Partlow (Tampa, FL); Colin O'Connor (Tampa, FL); Jason Pfeiffer (Tampa, FL); Brian Philip Murphy (St. Petersburg, FL); Jonathan R. Echavarria (Tampa, FL)
Assignee: RELIAQUEST HOLDINGS, LLC
H04L63/1441G06F16/345G06F21/552G06F21/554G06F21/566G06F40/103G06F40/154G06F40/56G06N3/0475H04L41/16H04L63/1416H04L63/1425G06F2221/034
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Quick Facts
Patent No.
US 12,316,668
App. No.
18/585,125
Granted
May 27, 2025
Kind
B2
Abstract

A computer-implemented method, computer program product and computing system for establishing connectivity with a plurality of security-relevant subsystems within a computing platform; receiving an initial notification of a security event from one of the security-relevant subsystems, wherein the initial notification includes a computer-readable language portion that defines one or more specifics of the security event; processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification, wherein the summarized human-readable report defines one or more recommended actions; and automatically executing some or all of the recommended actions to address the security event.

Claims (66)

1. A computer-implemented method executed on a computing device comprising:

establishing connectivity with a plurality of security-relevant subsystems within a computing platform;

receiving an initial notification of a security event from one of the security-relevant subsystems, wherein the initial notification includes a computer-readable language portion that defines one or more specifics of the security event;

processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification, wherein the summarized human-readable report defines one or more recommended actions, and wherein the formatting script

tailors prompts to one or more of fit specific use cases and elicit more accurate response from the generative AI model; and

automatically executing some or all of the recommended actions to address the security event.

2. The computer-implemented method of claim 1 wherein receiving an initial notification of a security event from one of the security-relevant subsystems includes:

receiving the initial notification of the security event from an agent executed on one of the security-relevant subsystems.

3. The computer-implemented method of claim 1 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using the generative AI model, the formatting script and one or more tools to produce the summarized human-readable report for the initial notification.

4. The computer-implemented method of claim 3 wherein the one or more tools includes one or more of:

a decoding tool to decode an encoded initial notification;

a decompression tool to decompress a compressed initial notification; and

an identification tool to identify an owner of a domain associated with the initial notification.

5. The computer-implemented method of claim 1 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using a large language model.

6. The computer-implemented method of claim 1 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing prompt engineering to produce the summarized human-readable report for the initial notification.

7. The computer-implemented method of claim 1 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing several loops and/or nested loops to produce the summarized human-readable report for the initial notification.

8. The computer-implemented method of claim 1 wherein automatically executing some or all of the recommended actions includes:

automatically performing one or more remedial operations concerning the security event.

9. A computer program product residing on a non-transitory computer readable medium having a plurality of instructions stored thereon which, when executed by a processor, cause the processor to perform operations comprising:

establishing connectivity with a plurality of security-relevant subsystems within a computing platform;

receiving an initial notification of a security event from one of the security-relevant subsystems, wherein the initial notification includes a computer-readable language portion that defines one or more specifics of the security event;

processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification, wherein the summarized human-readable report defines one or more recommended actions, and wherein the formatting script

tailors prompts to one or more of fit specific use cases and elicit more accurate response from the generative AI model; and

automatically executing some or all of the recommended actions to address the security event.

10. The computer program product of claim 9 wherein receiving an initial notification of a security event from one of the security-relevant subsystems includes:

receiving the initial notification of the security event from an agent executed on one of the security-relevant subsystems.

11. The computer program product of claim 9 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using the generative AI model, the formatting script and one or more tools to produce the summarized human-readable report for the initial notification.

12. The computer program product of claim 11 wherein the one or more tools includes one or more of:

a decoding tool to decode an encoded initial notification;

a decompression tool to decompress a compressed initial notification; and

an identification tool to identify an owner of a domain associated with the initial notification.

13. The computer program product of claim 9 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using a large language model.

14. The computer program product of claim 9 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing prompt engineering to produce the summarized human-readable report for the initial notification.

15. The computer program product of claim 9 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing several loops and/or nested loops to produce the summarized human-readable report for the initial notification.

16. The computer program product of claim 9 wherein automatically executing some or all of the recommended actions includes:

automatically performing one or more remedial operations concerning the security event.

17. A computing system including a processor and memory configured to perform operations comprising:

establishing connectivity with a plurality of security-relevant subsystems within a computing platform;

receiving an initial notification of a security event from one of the security-relevant subsystems, wherein the initial notification includes a computer-readable language portion that defines one or more specifics of the security event;

processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification, wherein the summarized human-readable report defines one or more recommended actions, and wherein the formatting script

tailors prompts to one or more of fit specific use cases and elicit more accurate response from the generative AI model; and

automatically executing some or all of the recommended actions to address the security event.

18. The computing system of claim 17 wherein receiving an initial notification of a security event from one of the security-relevant subsystems includes:

receiving the initial notification of the security event from an agent executed on one of the security-relevant subsystems.

19. The computing system of claim 17 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using the generative AI model, the formatting script and one or more tools to produce the summarized human-readable report for the initial notification.

20. The computing system of claim 19 wherein the one or more tools includes one or more of:

a decoding tool to decode an encoded initial notification;

a decompression tool to decompress a compressed initial notification; and

an identification tool to identify an owner of a domain associated with the initial notification.

21. The computing system of claim 17 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

processing the initial notification using a large language model.

22. The computing system of claim 17 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing prompt engineering to produce the summarized human-readable report for the initial notification.

23. The computing system of claim 17 wherein processing the initial notification using a generative AI model and a formatting script to produce a summarized human-readable report for the initial notification includes:

utilizing several loops and/or nested loops to produce the summarized human-readable report for the initial notification.

24. The computing system of claim 17 wherein automatically executing some or all of the recommended actions includes:

automatically performing one or more remedial operations concerning the security event.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 13, 2025
From: MURPHY, BRIAN P.; PARTLOW, JOE; O'CONNOR, COLIN; PFEIFFER, JASON; MURPHY, BRIAN PHILIP; ECHAVARRIA, JONATHAN R.
To: RELIAQUEST HOLDINGS, LLC
Reel/Frame 069837/0302 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 7, 2024
From: MURPHY, BRIAN P.; PARTLOW, JOE; O’CONNOR, COLIN; PFEIFFER, JASON; MURPHY, BRIAN PHILIP; ECHAVARRIA, JONATHAN R.
To: RELIAQUEST HOLDINGS, LLC
Reel/Frame 066682/0302 →
Continuity (2)
Provisional Application 63486617 · Feb 23, 2023
Related Publication 20240291851A1 · Aug 29, 2024
References Cited (165)
US 7159237B2 · Schneier et al. · 2007 [cited by applicant]
US 8745703B2 · Lambert et al. · 2014 [cited by applicant]
US 9292496B1 · Carbonell · 2016 [cited by examiner]
US 9436820B1 · Gleichauf et al. · 2016 [cited by applicant]
US 9641544B1 · Treat et al. · 2017 [cited by applicant]
US 10397255B1 · Bhalotra et al. · 2019 [cited by applicant]
US 10681060B2 · Scheidler et al. · 2020 [cited by applicant]
US 10778714B2 · Shi · 2020 [cited by applicant]
US 11023576B2 · Griffin et al. · 2021 [cited by applicant]
US 11119630B1 · Marchetti et al. · 2021 [cited by applicant]
US 11336689B1 · Miramirkhani et al. · 2022 [cited by applicant]
US 11363036B2 · Levin et al. · 2022 [cited by applicant]
US 11388040B2 · Mdini et al. · 2022 [cited by applicant]
US 11416504B2 · Pelloin · 2022 [cited by applicant]
US 11558408B2 · Eisenkot et al. · 2023 [cited by applicant]
US 11743287B2 · Nagarajegowda et al. · 2023 [cited by applicant]
US 11750634B1 · Chowdhary et al. · 2023 [cited by applicant]
US 11886585B1 · Davis · 2024 [cited by applicant]
US 11916767B1 · Wu et al. · 2024 [cited by applicant]
US 12081568B2 · Koide et al. · 2024 [cited by applicant]
US 12184697B2 · Crabtree et al. · 2024 [cited by applicant]
US 20030051026A1 · Carter et al. · 2003 [cited by applicant]
US 20050254654A1 · Rockwell et al. · 2005 [cited by applicant]
US 20060236395A1 · Barker et al. · 2006 [cited by applicant]
US 20090172773A1 · Moore · 2009 [cited by applicant]
US 20120158615A1 · Spring · 2012 [cited by examiner]
US 20140249760A1 · Proud et al. · 2014 [cited by applicant]
US 20150067835A1 · Chari et al. · 2015 [cited by applicant]
US 20170006058A1 · Murphy et al. · 2017 [cited by applicant]
US 20170006061A1 · Murphy et al. · 2017 [cited by applicant]
US 20170054745A1 · Zhang et al. · 2017 [cited by applicant]
US 20170286455A1 · Li et al. · 2017 [cited by applicant]
US 20180020021A1 · Gilmore et al. · 2018 [cited by applicant]
US 20180285479A1 · Mackay · 2018 [cited by examiner]
US 20180288070A1 · Price et al. · 2018 [cited by applicant]
US 20180307833A1 · Noeth et al. · 2018 [cited by applicant]
US 20190124109A1 · Foster et al. · 2019 [cited by applicant]
US 20190164224A1 · Hunter et al. · 2019 [cited by applicant]
US 20190205395A1 · Bonin et al. · 2019 [cited by applicant]
US 20190208363A1 · Shapiro et al. · 2019 [cited by applicant]
US 20190228297A1 · Shen · 2019 [cited by examiner]
US 20190258716A1 · Becker · 2019 [cited by examiner]
US 20190260764A1 · Humphrey et al. · 2019 [cited by applicant]
US 20190260769A1 · Sharon et al. · 2019 [cited by applicant]
US 20190260779A1 · Bazalgette · 2019 [cited by examiner]
US 20190312889A1 · Philip et al. · 2019 [cited by applicant]
US 20190377876A1 · Murphy et al. · 2019 [cited by applicant]
US 20190379705A1 · Murphy et al. · 2019 [cited by applicant]
US 20190394226A1 · Murphy et al. · 2019 [cited by applicant]
US 20200023846A1 · Husain et al. · 2020 [cited by applicant]
US 20200067985A1 · Bhargava et al. · 2020 [cited by applicant]
US 20200125725A1 · Petersen et al. · 2020 [cited by applicant]
US 20200134103A1 · Mankovskii · 2020 [cited by applicant]
US 20200285977A1 · Brebner · 2020 [cited by applicant]
US 20200329054A1 · Bjarnason et al. · 2020 [cited by applicant]
US 20200344249A1 · Mohan et al. · 2020 [cited by applicant]
US 20200358792A1 · Bazalgette et al. · 2020 [cited by applicant]
US 20200396231A1 · Krebs et al. · 2020 [cited by applicant]
US 20200410320A1 · Almazn et al. · 2020 [cited by applicant]
US 20210014256A1 · Malhotra · 2021 [cited by applicant]
US 20210026954A1 · Murphy et al. · 2021 [cited by applicant]
US 20210029159A1 · Murphy et al. · 2021 [cited by applicant]
US 20210035116A1 · Berrington et al. · 2021 [cited by applicant]
US 20210037043A1 · Lee et al. · 2021 [cited by applicant]
US 20210042662A1 · Pu · 2021 [cited by examiner]
US 20210073389A1 · Murphy et al. · 2021 [cited by applicant]
US 20210073390A1 · Murphy et al. · 2021 [cited by applicant]
US 20210075818A1 · Murphy et al. · 2021 [cited by applicant]
US 20210075819A1 · Murphy et al. · 2021 [cited by applicant]
US 20210075820A1 · Murphy et al. · 2021 [cited by applicant]
US 20210133670A1 · Cella et al. · 2021 [cited by applicant]
US 20210150411A1 · Coenders et al. · 2021 [cited by applicant]
US 20210160258A1 · Murphy · 2021 [cited by examiner]
US 20210160274A1 · Murphy et al. · 2021 [cited by applicant]
US 20210168161A1 · Dunn et al. · 2021 [cited by applicant]
US 20210168175A1 · Crabtree et al. · 2021 [cited by applicant]
US 20210194924A1 · Heinemeyer et al. · 2021 [cited by applicant]
US 20210273954A1 · Linton et al. · 2021 [cited by applicant]
US 20210273960A1 · Humphrey et al. · 2021 [cited by applicant]
US 20210287800A1 · Ghosh · 2021 [cited by examiner]
US 20210359980A1 · Crabtree et al. · 2021 [cited by applicant]
US 20210366586A1 · Ryan et al. · 2021 [cited by applicant]
US 20220036153A1 · O'Malia et al. · 2022 [cited by applicant]
US 20220058273A1 · Rathore et al. · 2022 [cited by applicant]
US 20220148397A1 · Schoeman · 2022 [cited by applicant]
US 20220156380A1 · Pradzynski et al. · 2022 [cited by applicant]
US 20220187847A1 · Cella et al. · 2022 [cited by applicant]
US 20220237368A1 · Tran · 2022 [cited by applicant]
US 20220245641A1 · Wintle et al. · 2022 [cited by applicant]
US 20220261478A1 · Yankovskiy et al. · 2022 [cited by applicant]
US 20220329630A1 · Li · 2022 [cited by applicant]
US 20220382611A1 · Kapish et al. · 2022 [cited by applicant]
US 20230009704A1 · Boyle et al. · 2023 [cited by applicant]
US 20230095415A1 · Boyer et al. · 2023 [cited by applicant]
US 20230124288A1 · Meier-Hellstern et al. · 2023 [cited by applicant]
US 20230132501A1 · Phillippe et al. · 2023 [cited by applicant]
US 20230164158A1 · Fellows · 2023 [cited by examiner]
US 20230164567A1 · Fellows et al. · 2023 [cited by applicant]
US 20230171266A1 · Brunner · 2023 [cited by examiner]
US 20230179628A1 · Porras et al. · 2023 [cited by applicant]
US 20230229937A1 · Takata et al. · 2023 [cited by applicant]
US 20230245234A1 · Sumant · 2023 [cited by applicant]
US 20230252147A1 · Gervais et al. · 2023 [cited by applicant]
US 20230259860A1 · Sarkar · 2023 [cited by applicant]
US 20230283629A1 · Boyer et al. · 2023 [cited by applicant]
US 20230308474A1 · Thompson · 2023 [cited by applicant]
US 20230319071A1 · Durbin et al. · 2023 [cited by applicant]
US 20230368321A1 · Bringsjord et al. · 2023 [cited by applicant]
US 20230396641A1 · Hebbagodi et al. · 2023 [cited by applicant]
US 20230403296A1 · Pickman et al. · 2023 [cited by applicant]
US 20230403587A1 · Lee et al. · 2023 [cited by applicant]
US 20240045990A1 · Boyer · 2024 [cited by examiner]
US 20240046318A1 · Muriqi · 2024 [cited by applicant]
US 20240061937A1 · Camp et al. · 2024 [cited by applicant]
US 20240070270A1 · Mace et al. · 2024 [cited by applicant]
US 20240112791A1 · Simmons et al. · 2024 [cited by applicant]
US 20240152624A1 · Helyar et al. · 2024 [cited by applicant]
US 20240168864A1 · Hamlin et al. · 2024 [cited by applicant]
US 20240171451A1 · Soni et al. · 2024 [cited by applicant]
US 20240256582A1 · Jain et al. · 2024 [cited by applicant]
US 20240273227A1 · Thompson · 2024 [cited by applicant]
Chu et al., “Analysis of network security and privacy security based on AI in IOT environment”, Sep. 2021, IEEE 4th International Conference on Information Systems and Computer Aided Education, pp. 390-393 (Year: 2021). [cited by examiner]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017020 on Jun. 21, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017024 on Jun. 21, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017029 on Jun. 21, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017032 on Jun. 21, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017037 on Jun. 21, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017041 on Jun. 26, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017044 on Jun. 26, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017056 on Jun. 26, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017063 on Jul. 24, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017066 on Jun. 4, 2024. [cited by applicant]
International Search Report and Written Opinion issued in related Application Serial No. PCT/US2024/017070 on Jun. 26, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/584,994 on May 31, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/584,989 on Jun. 7, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/585,000 on May 22, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/585,128 on Jun. 5, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/585,186 on Jun. 6, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/585,428 on Jun. 17, 2024. [cited by applicant]
Non Final Office Action issued in related U.S. Appl. No. 18/585,510 on May 30, 2024. [cited by applicant]
Non-Final Office Action issued in related U.S. Appl. No. 18/584,996 on Jun. 13, 2024. [cited by applicant]
Non-Final Office Action issued in related U.S. Appl. No. 18/585,120 on May 21, 2024. [cited by applicant]
Non-Final Office Action issued in the related U.S. Appl. No. 18/585,687 mailed on May 2, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/584,994 on Sep. 11, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,128 on Sep. 24, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,186 on Sep. 28, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,510 on Oct. 22, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,687 on Oct. 31, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,000 on Dec. 30, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,428 on Dec. 13, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/584,989 on Nov. 27, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/585,120 on Nov. 15, 2024. [cited by applicant]
Final Office Action issued in related U.S. Appl. No. 18/584,996 on Jan. 29, 2025. [cited by applicant]
Non-Final Office Action issued in related U.S. Appl. No. 18/584,994 on Mar. 3, 2025. [cited by applicant]
Non-Final Office Action issued in related U.S. Appl. No. 18/585,128 on Jan. 15, 2025. [cited by applicant]
Non-Final Office Action issued in related U.S. Appl. No. 18/585,510 on Feb. 21, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/584,989 on Feb. 24, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/584,989 on Mar. 19, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,120 on Feb. 18, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,120 on Mar. 3, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,186 on Feb. 12, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,186 on Jan. 16, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,687 on Mar. 20, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,186 on Apr. 14, 2025. [cited by applicant]
Notice of Allowance issued in related U.S. Appl. No. 18/585,428 on Apr. 16, 2025. [cited by applicant]