IP Library › Granted Patent US 12,511,110
Granted Patent B1
US 12,511,110 · App. 18/181,462 · Granted Dec 30, 2025

Development and distribution of components for an anomaly detection framework

Inventors: Salim Afiune Maya (Oakland, CA); Yijou Chen (Cupertino, CA)
Assignee: Fortinet, Inc.
G06F8/61G06F9/455G06F9/45512G06F9/545G06F21/57
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,511,110
App. No.
18/181,462
Filed
Mar 9, 2023
Granted
Dec 30, 2025
Kind
B1
Examiner
CHEN, QING
Art Unit
2191
USPC
717/174
Abstract

Development and distribution of components for an anomaly detection framework, the method comprising: receiving, via an application program interface (API) of an anomaly detection framework, a listing of one or more components for interacting with the anomaly detection framework; providing, in response to a command of a command line interface (CLI) of the anomaly detection framework, to the anomaly detection framework, a request for a component of the one or more components; and installing an instance of the component received from the anomaly detection framework.

Claims (28)

1 . A method of development and distribution of components for an anomaly detection framework, the method comprising:

providing, via an application program interface (API) of an anomaly detection framework and in response to a first command of a command line interface (CLI) of the anomaly detection framework, to the anomaly detection framework, a request for a listing of one or more components for a customer to interact with the anomaly detection framework, wherein the anomaly detection framework monitors one or more cloud deployments for the customer;

receiving, via the API, the listing of one or more components for the customer to interact with the anomaly detection framework, wherein the one or more components enable functionality for the customer to interact with the anomaly detection framework, and wherein the one or more components are limited to components authorized for the customer to interact with the anomaly detection framework;

providing, via the API of the anomaly detection framework and in response to a second command of the CLI of the anomaly detection framework, to the anomaly detection framework, a request for a first component of the one or more components;

receiving and verifying an instance of the first component of the one or more components from the anomaly detection framework; and

upon successfully verifying the instance of the first component of the one or more components, installing the first component of the one or more components in a client device for the customer to interact with the anomaly detection framework.

2 . The method of claim 1 , wherein the listing of one or more components is presented via the CLI of the anomaly detection framework.

3 . The method of claim 1 , wherein the one or more components comprise a binary executable independent of the CLI of the anomaly detection framework.

4 . The method of claim 1 , wherein the one or more components enable an additional command of the CLI of the anomaly detection framework.

5 . The method of claim 1 , wherein the one or more components comprise a library enabling one or more other components.

6 . The method of claim 1 , wherein verifying the instance of the first component of the one or more components comprises verifying a signature of the instance of the first component of the one or more components.

7 . The method of claim 1 , wherein the one or more components are configured to interact with the anomaly detection framework based on a software development kit (SDK) abstracting one or more APIs of the anomaly detection framework.

8 . The method of claim 1 , further comprising generating, in response to another command received via the CLI of the anomaly detection framework, data facilitating development of another component for the customer to interact with the anomaly detection framework.

9 . The method of claim 8 , further comprising providing, to the anomaly detection framework, the data facilitating development of the other component for the customer to interact with the anomaly detection framework.

10 . A computer program product for development and distribution of components for an anomaly detection framework, the computer program product disposed on a non-transitory computer-readable medium, the computer program product including computer program instructions configurable to perform the steps of:

providing, via an application program interface (API) of an anomaly detection framework and in response to a first command of a command line interface (CLI) of the anomaly detection framework, to the anomaly detection framework, a request for a listing of one or more components for a customer to interact with the anomaly detection framework, wherein the anomaly detection framework monitors one or more cloud deployments for the customer;

receiving, via the API, the listing of one or more components for the customer to interact with the anomaly detection framework, wherein the one or more components enable functionality for the customer to interact with the anomaly detection framework, and wherein the one or more components are limited to components authorized for the customer to interact with the anomaly detection framework;

providing, via the API of the anomaly detection framework and in response to a second command of the CLI of the anomaly detection framework, to the anomaly detection framework, a request for a first component of the one or more components;

receiving and verifying an instance of the first component of the one or more components from the anomaly detection framework; and

upon successfully verifying the instance of the first component of the one or more components, installing the first component of the one or more components in a client device for the customer to interact with the anomaly detection framework.

11 . The computer program product of claim 10 , wherein the listing of one or more components is presented via the CLI of the anomaly detection framework.

12 . The computer program product of claim 10 , wherein the one or more components comprise a binary executable independent of the CLI of the anomaly detection framework.

13 . The computer program product of claim 10 , wherein the one or more components enable an additional command of the CLI of the anomaly detection framework.

14 . The computer program product of claim 10 , wherein the one or more components comprise a library enabling one or more other components.

15 . The computer program product of claim 10 , wherein verifying the instance of the first component of the one or more components comprises verifying a signature of the instance of the first component of the one or more components.

16 . The computer program product of claim 10 , wherein the one or more components are configured to interact with the anomaly detection framework based on a software development kit (SDK) abstracting one or more APIs of the anomaly detection framework.

17 . The computer program product of claim 10 , wherein the steps further comprise generating, in response to another command received via the CLI of the anomaly detection framework, data facilitating development of another component for the customer to interact with the anomaly detection framework.

18 . The computer program product of claim 17 , wherein the steps further comprise providing, to the anomaly detection framework, the data facilitating development of the other component for the customer to interact with the anomaly detection framework.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 7, 2024
From: LACEWORK, INC.
To: FORTINET, INC.
Reel/Frame 069301/0327 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 9, 2023
From: MAYA, SALIM AFIUNE; CHEN, YIJOU
To: LACEWORK, INC.
Reel/Frame 062938/0909 →
Continuity (5)
Continuation In Part 17196887 · Mar 9, 2021
Continuation 16459207 · Jul 1, 2019
Continuation 16134821 · Sep 18, 2018
Provisional Application 62650971 · Mar 30, 2018
Provisional Application 62590986 · Nov 27, 2017
References Cited (400)
US 5584024A · Shwartz · 1996 [cited by applicant]
US 5806062A · Chen et al. · 1998 [cited by applicant]
US 6363411B1 · Dugan et al. · 2002 [cited by applicant]
US 7054873B2 · Nordström et al. · 2006 [cited by applicant]
US 7233333B2 · Lomask · 2007 [cited by applicant]
US 7478246B2 · Arndt et al. · 2009 [cited by applicant]
US 7484091B2 · Bade et al. · 2009 [cited by applicant]
US 7526501B2 · Albahari et al. · 2009 [cited by applicant]
US 7707411B2 · Bade et al. · 2010 [cited by applicant]
US 7739211B2 · Coffman et al. · 2010 [cited by applicant]
US 7747559B2 · Leitner et al. · 2010 [cited by applicant]
US 7765431B2 · Agha et al. · 2010 [cited by applicant]
US 8050907B2 · Baisley et al. · 2011 [cited by applicant]
US 8086852B2 · Bade et al. · 2011 [cited by applicant]
US 8103906B1 · Alibakhsh et al. · 2012 [cited by applicant]
US 8122122B1 · Clingenpeel et al. · 2012 [cited by applicant]
US 8140977B2 · Kriss et al. · 2012 [cited by applicant]
US 8160999B2 · Jin et al. · 2012 [cited by applicant]
US 8209204B2 · Adler et al. · 2012 [cited by applicant]
US 8301660B2 · Yalamanchi · 2012 [cited by applicant]
US 8352589B2 · Ridel et al. · 2013 [cited by applicant]
US 8443442B2 · Wang et al. · 2013 [cited by applicant]
US 8490055B2 · Basak · 2013 [cited by applicant]
US 8671453B2 · Underwood et al. · 2014 [cited by applicant]
US 8862524B2 · Zheng et al. · 2014 [cited by applicant]
US 9021583B2 · Wittenstein et al. · 2015 [cited by applicant]
US 9037273B2 · Mikkelsen · 2015 [cited by applicant]
US 9043764B2 · Ranganathan et al. · 2015 [cited by applicant]
US 9053437B2 · Adler et al. · 2015 [cited by applicant]
US 9064210B1 · Hart · 2015 [cited by applicant]
US 9075618B2 · Winternitz et al. · 2015 [cited by applicant]
US 9110873B2 · Woodall et al. · 2015 [cited by applicant]
US 9159024B2 · Bhanot et al. · 2015 [cited by applicant]
US 9189623B1 · Lin et al. · 2015 [cited by applicant]
US 9225730B1 · Brezinski · 2015 [cited by applicant]
US 9332020B2 · Thomas et al. · 2016 [cited by applicant]
US 9497224B2 · Sweet et al. · 2016 [cited by applicant]
US 9515999B2 · Ylonen · 2016 [cited by applicant]
US 9516053B1 · Muddu et al. · 2016 [cited by applicant]
US 9558265B1 · Tacchi et al. · 2017 [cited by applicant]
US 9589069B2 · Yang et al. · 2017 [cited by applicant]
US 9591010B1 · Muddu et al. · 2017 [cited by applicant]
US 9596253B2 · Chauhan et al. · 2017 [cited by applicant]
US 9596254B1 · Muddu et al. · 2017 [cited by applicant]
US 9600915B2 · Winternitz et al. · 2017 [cited by applicant]
US 9654503B1 · Kowalyshyn · 2017 [cited by applicant]
US 9667641B2 · Muddu et al. · 2017 [cited by applicant]
US 9679243B2 · Zou et al. · 2017 [cited by applicant]
US 9699205B2 · Muddu et al. · 2017 [cited by applicant]
US 9710332B1 · Fan et al. · 2017 [cited by applicant]
US 9720703B2 · Reick et al. · 2017 [cited by applicant]
US 9720704B2 · Reick et al. · 2017 [cited by applicant]
US 9727441B2 · Agarwal et al. · 2017 [cited by applicant]
US 9727604B2 · Jin et al. · 2017 [cited by applicant]
US 9729416B1 · Khanal et al. · 2017 [cited by applicant]
US 9734040B2 · Gounares · 2017 [cited by applicant]
US 9749339B2 · Kadambe et al. · 2017 [cited by applicant]
US 9811790B2 · Ahern et al. · 2017 [cited by applicant]
US 9813435B2 · Muddu et al. · 2017 [cited by applicant]
US 9824473B2 · Winternitz et al. · 2017 [cited by applicant]
US 9838410B2 · Muddu et al. · 2017 [cited by applicant]
US 9843837B2 · Gopalan · 2017 [cited by applicant]
US 9853968B2 · Shen et al. · 2017 [cited by applicant]
US 9864672B2 · Seto et al. · 2018 [cited by applicant]
US 9923911B2 · Vasseur et al. · 2018 [cited by applicant]
US 9953014B1 · Reshadi et al. · 2018 [cited by applicant]
US 9985827B2 · Li et al. · 2018 [cited by applicant]
US 10003605B2 · Muddu et al. · 2018 [cited by applicant]
US 10033611B1 · Linkous et al. · 2018 [cited by applicant]
US 10115111B2 · Miltonberger · 2018 [cited by applicant]
US 10116670B2 · Muddu et al. · 2018 [cited by applicant]
US 10122740B1 · Finkelshtein et al. · 2018 [cited by applicant]
US 10127273B2 · Dickey · 2018 [cited by applicant]
US 10142357B1 · Tamersoy et al. · 2018 [cited by applicant]
US 10148677B2 · Muddu et al. · 2018 [cited by applicant]
US 10158652B2 · Muddu et al. · 2018 [cited by applicant]
US 10205735B2 · Apostolopoulos · 2019 [cited by applicant]
US 10205736B2 · Rieke et al. · 2019 [cited by applicant]
US 10237294B1 · Zadeh et al. · 2019 [cited by applicant]
US 10243970B2 · Muddu et al. · 2019 [cited by applicant]
US 10254848B2 · Winternitz et al. · 2019 [cited by applicant]
US 10338895B2 · Zhang et al. · 2019 [cited by applicant]
US 10339309B1 · Kling et al. · 2019 [cited by applicant]
US 10367704B2 · Giura et al. · 2019 [cited by applicant]
US 10382303B2 · Khanal et al. · 2019 [cited by applicant]
US 10389738B2 · Muddu et al. · 2019 [cited by applicant]
US 10389742B2 · Reddy et al. · 2019 [cited by applicant]
US 10419463B2 · Muddu et al. · 2019 [cited by applicant]
US 10419465B2 · Muddu et al. · 2019 [cited by applicant]
US 10419468B2 · Glatfelter et al. · 2019 [cited by applicant]
US 10419469B1 · Singh et al. · 2019 [cited by applicant]
US 10432639B1 · Bebee et al. · 2019 [cited by applicant]
US 10447526B2 · Tucker et al. · 2019 [cited by applicant]
US 10454889B2 · Huang · 2019 [cited by applicant]
US 10459979B2 · Piechowicz et al. · 2019 [cited by applicant]
US 10462169B2 · Durairaj et al. · 2019 [cited by applicant]
US 10491705B2 · Oetting et al. · 2019 [cited by applicant]
US 10496468B2 · Gefen et al. · 2019 [cited by applicant]
US 10505818B1 · Yona et al. · 2019 [cited by applicant]
US 10521584B1 · Mehr · 2019 [cited by applicant]
US 10534633B2 · Hilemon et al. · 2020 [cited by applicant]
US 10565373B1 · Rao et al. · 2020 [cited by applicant]
US 10594718B1 · Deaguero et al. · 2020 [cited by applicant]
US 10666668B2 · Muddu et al. · 2020 [cited by applicant]
US 10673880B1 · Pratt et al. · 2020 [cited by applicant]
US 10693900B2 · Zadeh et al. · 2020 [cited by applicant]
US 10698954B2 · Piechowicz et al. · 2020 [cited by applicant]
US 10708082B1 · Bakiaraj et al. · 2020 [cited by applicant]
US 10735329B2 · Wang et al. · 2020 [cited by applicant]
US 10756982B2 · Bai et al. · 2020 [cited by applicant]
US 10771488B2 · Verma et al. · 2020 [cited by applicant]
US 10776191B2 · Zheng et al. · 2020 [cited by applicant]
US 10788570B2 · Wilson · 2020 [cited by applicant]
US 10791131B2 · Nor et al. · 2020 [cited by applicant]
US 10797974B2 · Giura et al. · 2020 [cited by applicant]
US 10812497B2 · Venkatramani et al. · 2020 [cited by applicant]
US 10904270B2 · Muddu et al. · 2021 [cited by applicant]
US 10911470B2 · Muddu et al. · 2021 [cited by applicant]
US 10986114B1 · Singh et al. · 2021 [cited by applicant]
US 11036716B2 · Griffith et al. · 2021 [cited by applicant]
US 11044264B2 · Durairaj et al. · 2021 [cited by applicant]
US 11082289B2 · Dang et al. · 2021 [cited by applicant]
US 11120343B2 · Das et al. · 2021 [cited by applicant]
US 11126533B2 · Knowles et al. · 2021 [cited by applicant]
US 11194849B2 · Lassoued et al. · 2021 [cited by applicant]
US 11212299B2 · Gamble et al. · 2021 [cited by applicant]
US 11258807B2 · Muddu et al. · 2022 [cited by applicant]
US 11281519B2 · Krishnaswamy et al. · 2022 [cited by applicant]
US 11314789B2 · Goldfarb · 2022 [cited by applicant]
US 11411966B2 · Muddu et al. · 2022 [cited by applicant]
US 11431735B2 · Shua · 2022 [cited by applicant]
US 11463464B2 · Zadeh et al. · 2022 [cited by applicant]
US 11489863B1 · Shua et al. · 2022 [cited by applicant]
US 11494787B2 · Erickson et al. · 2022 [cited by applicant]
US 11544138B2 · Kapish et al. · 2023 [cited by applicant]
US 11575693B1 · Muddu et al. · 2023 [cited by applicant]
US 11606272B1 · Popelka et al. · 2023 [cited by applicant]
US 11636090B2 · Li et al. · 2023 [cited by applicant]
US 11640388B2 · Yang et al. · 2023 [cited by applicant]
US 11647034B2 · Levin et al. · 2023 [cited by applicant]
US 11658990B2 · Shapoury · 2023 [cited by applicant]
US 11669571B2 · Binkley et al. · 2023 [cited by applicant]
US 11693958B1 · Steiman · 2023 [cited by applicant]
US 11722554B2 · Keren et al. · 2023 [cited by applicant]
US 11734351B2 · Binkley et al. · 2023 [cited by applicant]
US 11734419B1 · Mackle · 2023 [cited by applicant]
US 11748473B2 · Araujo et al. · 2023 [cited by applicant]
US 11755576B1 · Jiang et al. · 2023 [cited by applicant]
US 11755602B2 · Smith et al. · 2023 [cited by applicant]
US 11769098B2 · Adinarayan et al. · 2023 [cited by applicant]
US 11770387B1 · Shivamoggi et al. · 2023 [cited by applicant]
US 20020078142A1 · Moore · 2002 [cited by examiner]
US 20020184225A1 · Ghukasyan · 2002 [cited by applicant]
US 20030037136A1 · Labovitz et al. · 2003 [cited by applicant]
US 20030179227A1 · Ahmad et al. · 2003 [cited by applicant]
US 20040015470A1 · Smith et al. · 2004 [cited by applicant]
US 20040225929A1 · Agha et al. · 2004 [cited by applicant]
US 20050044541A1 · Parthasarathy · 2005 [cited by examiner]
US 20050102284A1 · Srinivasan et al. · 2005 [cited by applicant]
US 20050188222A1 · Motsinger et al. · 2005 [cited by applicant]
US 20050246521A1 · Bade et al. · 2005 [cited by applicant]
US 20060025987A1 · Baisley et al. · 2006 [cited by applicant]
US 20060026419A1 · Arndt et al. · 2006 [cited by applicant]
US 20060085437A1 · Brodhun et al. · 2006 [cited by applicant]
US 20060109271A1 · Lomask · 2006 [cited by applicant]
US 20060259470A1 · Chandrasekharan et al. · 2006 [cited by applicant]
US 20060288415A1 · Wong · 2006 [cited by applicant]
US 20070050497A1 · Haley et al. · 2007 [cited by applicant]
US 20070118909A1 · Hertzog et al. · 2007 [cited by applicant]
US 20070130330A1 · Ridel et al. · 2007 [cited by applicant]
US 20070168696A1 · Ridel et al. · 2007 [cited by applicant]
US 20070214111A1 · Jin et al. · 2007 [cited by applicant]
US 20070282916A1 · Albahari et al. · 2007 [cited by applicant]
US 20080022404A1 · Holtmanns · 2008 [cited by examiner]
US 20080109730A1 · Coffman et al. · 2008 [cited by applicant]
US 20080147707A1 · Jin et al. · 2008 [cited by applicant]
US 20080148180A1 · Liu et al. · 2008 [cited by applicant]
US 20080151893A1 · Nordmark et al. · 2008 [cited by applicant]
US 20080270451A1 · Thomsen et al. · 2008 [cited by applicant]
US 20090006843A1 · Bade et al. · 2009 [cited by applicant]
US 20090007010A1 · Kriss et al. · 2009 [cited by applicant]
US 20090019160A1 · Schuler · 2009 [cited by applicant]
US 20090063857A1 · Bade et al. · 2009 [cited by applicant]
US 20090228474A1 · Chiu et al. · 2009 [cited by applicant]
US 20090249279A1 · Bourdon · 2009 [cited by examiner]
US 20090254993A1 · Leone · 2009 [cited by examiner]
US 20090271504A1 · Ginter et al. · 2009 [cited by applicant]
US 20090307651A1 · Senthil et al. · 2009 [cited by applicant]
US 20090327328A1 · Woodall et al. · 2009 [cited by applicant]
US 20100042823A1 · Arndt et al. · 2010 [cited by applicant]
US 20100094767A1 · Miltonberger · 2010 [cited by applicant]
US 20100114931A1 · Xie et al. · 2010 [cited by applicant]
US 20100172261A1 · Shinbo et al. · 2010 [cited by applicant]
US 20100274785A1 · Procopiuc et al. · 2010 [cited by applicant]
US 20110055138A1 · Khanduja et al. · 2011 [cited by applicant]
US 20110119100A1 · Ruhl et al. · 2011 [cited by applicant]
US 20110154287A1 · Mukkamala et al. · 2011 [cited by applicant]
US 20120005243A1 · Merwe et al. · 2012 [cited by applicant]
US 20120143898A1 · Bruno et al. · 2012 [cited by applicant]
US 20120159333A1 · Mital et al. · 2012 [cited by applicant]
US 20120210258A1 · Bykov · 2012 [cited by examiner]
US 20120317151A1 · Ruf et al. · 2012 [cited by applicant]
US 20120323956A1 · Dumitru et al. · 2012 [cited by applicant]
US 20130024412A1 · Gong et al. · 2013 [cited by applicant]
US 20130151453A1 · Bhanot et al. · 2013 [cited by applicant]
US 20130304915A1 · Kawai · 2013 [cited by applicant]
US 20130305357A1 · Ayyagari et al. · 2013 [cited by applicant]
US 20140067750A1 · Ranganathan et al. · 2014 [cited by applicant]
US 20140115001A1 · Arroyo et al. · 2014 [cited by applicant]
US 20140115011A1 · Buerner et al. · 2014 [cited by applicant]
US 20140125672A1 · Winternitz et al. · 2014 [cited by applicant]
US 20140208191A1 · Zaric et al. · 2014 [cited by applicant]
US 20140245443A1 · Chakraborty · 2014 [cited by applicant]
US 20140279779A1 · Zou et al. · 2014 [cited by applicant]
US 20140280068A1 · Dhoopar et al. · 2014 [cited by applicant]
US 20140359558A1 · Chamberlain · 2014 [cited by applicant]
US 20150058619A1 · Sweet et al. · 2015 [cited by applicant]
US 20150135312A1 · Wada et al. · 2015 [cited by applicant]
US 20150188751A1 · Vasseur et al. · 2015 [cited by applicant]
US 20150310649A1 · Winternitz et al. · 2015 [cited by applicant]
US 20150341379A1 · Lefebvre et al. · 2015 [cited by applicant]
US 20150356144A1 · Chawla et al. · 2015 [cited by applicant]
US 20160078365A1 · Baumard · 2016 [cited by applicant]
US 20160080404A1 · Kohout et al. · 2016 [cited by applicant]
US 20160110434A1 · Kakaraddi et al. · 2016 [cited by applicant]
US 20160120070A1 · Myrah et al. · 2016 [cited by applicant]
US 20160149937A1 · Katmor et al. · 2016 [cited by applicant]
US 20160205125A1 · Kim et al. · 2016 [cited by applicant]
US 20160218911A1 · Wessels et al. · 2016 [cited by applicant]
US 20160357521A1 · Zhang et al. · 2016 [cited by applicant]
US 20160359592A1 · Kulshreshtha et al. · 2016 [cited by applicant]
US 20160359872A1 · Yadav et al. · 2016 [cited by applicant]
US 20170063888A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063903A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063905A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063906A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063908A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063909A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063910A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063911A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063912A1 · Muddu et al. · 2017 [cited by applicant]
US 20170070594A1 · Oetting et al. · 2017 [cited by applicant]
US 20170102961A1 · Hilemon et al. · 2017 [cited by applicant]
US 20170118099A1 · Huang · 2017 [cited by applicant]
US 20170118240A1 · Reddy et al. · 2017 [cited by applicant]
US 20170134240A1 · Hévizi et al. · 2017 [cited by applicant]
US 20170142140A1 · Muddu et al. · 2017 [cited by applicant]
US 20170147646A1 · Lee et al. · 2017 [cited by applicant]
US 20170148197A1 · Winternitz et al. · 2017 [cited by applicant]
US 20170155570A1 · Maheshwari et al. · 2017 [cited by applicant]
US 20170155672A1 · Muthukrishnan et al. · 2017 [cited by applicant]
US 20170163666A1 · Venkatramani et al. · 2017 [cited by applicant]
US 20170223036A1 · Muddu et al. · 2017 [cited by applicant]
US 20170230183A1 · Sweet et al. · 2017 [cited by applicant]
US 20170251013A1 · Kirti et al. · 2017 [cited by applicant]
US 20170272344A1 · Tang et al. · 2017 [cited by applicant]
US 20170277553A1 · Zada et al. · 2017 [cited by applicant]
US 20170279827A1 · Savalle et al. · 2017 [cited by applicant]
US 20170288974A1 · Yoshihira et al. · 2017 [cited by applicant]
US 20170330096A1 · Gupta et al. · 2017 [cited by applicant]
US 20170346683A1 · Li et al. · 2017 [cited by applicant]
US 20170359361A1 · Modani et al. · 2017 [cited by applicant]
US 20170366492A1 · Ho et al. · 2017 [cited by applicant]
US 20180004835A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180004859A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180007145A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180013650A1 · Khanal et al. · 2018 [cited by applicant]
US 20180019932A1 · Giura et al. · 2018 [cited by applicant]
US 20180020015A1 · Munro et al. · 2018 [cited by applicant]
US 20180034840A1 · Marquardt et al. · 2018 [cited by applicant]
US 20180039555A1 · Salunke · 2018 [cited by examiner]
US 20180063178A1 · Jadhav et al. · 2018 [cited by applicant]
US 20180069885A1 · Patterson et al. · 2018 [cited by applicant]
US 20180089132A1 · Atta et al. · 2018 [cited by applicant]
US 20180103052A1 · Choudhury et al. · 2018 [cited by applicant]
US 20180115578A1 · Subbarayan et al. · 2018 [cited by applicant]
US 20180123864A1 · Tucker et al. · 2018 [cited by applicant]
US 20180137858A1 · Saxena et al. · 2018 [cited by applicant]
US 20180173789A1 · Llagostera et al. · 2018 [cited by applicant]
US 20180174062A1 · Simo et al. · 2018 [cited by applicant]
US 20180181750A1 · Lamothe-Brassard · 2018 [cited by applicant]
US 20180191781A1 · Palani et al. · 2018 [cited by applicant]
US 20180211425A1 · Winternitz et al. · 2018 [cited by applicant]
US 20180219888A1 · Apostolopoulos · 2018 [cited by applicant]
US 20180219897A1 · Muddu et al. · 2018 [cited by applicant]
US 20180248901A1 · Rieke · 2018 [cited by applicant]
US 20180268078A1 · Gianetto et al. · 2018 [cited by applicant]
US 20180288063A1 · Koottayi et al. · 2018 [cited by applicant]
US 20180329958A1 · Choudhury et al. · 2018 [cited by applicant]
US 20180336353A1 · Manadhata et al. · 2018 [cited by applicant]
US 20180357422A1 · Telang et al. · 2018 [cited by applicant]
US 20180359162A1 · Savov et al. · 2018 [cited by applicant]
US 20180367548A1 · Stokes, III et al. · 2018 [cited by applicant]
US 20180375882A1 · Kallos et al. · 2018 [cited by applicant]
US 20190012457A1 · El-Moussa et al. · 2019 [cited by applicant]
US 20190028327A1 · Silva et al. · 2019 [cited by applicant]
US 20190042950A1 · Lin et al. · 2019 [cited by applicant]
US 20190050445A1 · Griffith et al. · 2019 [cited by applicant]
US 20190058626A1 · Knowles et al. · 2019 [cited by applicant]
US 20190075126A1 · Muddu et al. · 2019 [cited by applicant]
US 20190101622A1 · Wilson · 2019 [cited by applicant]
US 20190109870A1 · Bedhapudi et al. · 2019 [cited by applicant]
US 20190132224A1 · Verma et al. · 2019 [cited by applicant]
US 20190158524A1 · Zadeh et al. · 2019 [cited by applicant]
US 20190163555A1 · Zheng et al. · 2019 [cited by applicant]
US 20190207955A1 · El-Moussa et al. · 2019 [cited by applicant]
US 20190222597A1 · Crabtree et al. · 2019 [cited by applicant]
US 20190227860A1 · Gefen et al. · 2019 [cited by applicant]
US 20190259033A1 · Reddy et al. · 2019 [cited by applicant]
US 20190312796A1 · Giura et al. · 2019 [cited by applicant]
US 20190312898A1 · Verma et al. · 2019 [cited by applicant]
US 20190327251A1 · Muddu et al. · 2019 [cited by applicant]
US 20190339965A1 · Garvey et al. · 2019 [cited by applicant]
US 20190342307A1 · Gamble et al. · 2019 [cited by applicant]
US 20190342311A1 · Muddu et al. · 2019 [cited by applicant]
US 20190349305A1 · Wang et al. · 2019 [cited by applicant]
US 20190354554A1 · Piechowicz et al. · 2019 [cited by applicant]
US 20190356555A1 · Bai et al. · 2019 [cited by applicant]
US 20190364067A1 · Yona et al. · 2019 [cited by applicant]
US 20190378050A1 · Edkin et al. · 2019 [cited by applicant]
US 20200014718A1 · Durairaj et al. · 2020 [cited by applicant]
US 20200021607A1 · Muddu et al. · 2020 [cited by applicant]
US 20200065857A1 · Lagi et al. · 2020 [cited by applicant]
US 20200076685A1 · Vaidya et al. · 2020 [cited by applicant]
US 20200175361A1 · Che et al. · 2020 [cited by applicant]
US 20200192690A1 · Gupta et al. · 2020 [cited by applicant]
US 20200228555A1 · Wittenschlaeger · 2020 [cited by applicant]
US 20200252376A1 · Feng et al. · 2020 [cited by applicant]
US 20200272740A1 · Obee et al. · 2020 [cited by applicant]
US 20200278892A1 · Nainar et al. · 2020 [cited by applicant]
US 20200280592A1 · Ithal et al. · 2020 [cited by applicant]
US 20200287923A1 · Raghavendra et al. · 2020 [cited by applicant]
US 20200287927A1 · Zadeh et al. · 2020 [cited by applicant]
US 20200311644A1 · Willard, III et al. · 2020 [cited by applicant]
US 20200320106A1 · Goldfarb · 2020 [cited by applicant]
US 20200334293A1 · Piechowicz et al. · 2020 [cited by applicant]
US 20200351151A1 · Dang et al. · 2020 [cited by applicant]
US 20200403860A1 · Lewis et al. · 2020 [cited by applicant]
US 20200404008A1 · Venkatramani et al. · 2020 [cited by applicant]
US 20200412752A1 · Shapoury · 2020 [cited by applicant]
US 20210019209A1 · Krishnaswamy et al. · 2021 [cited by applicant]
US 20210232420A1 · Dhruvakumar et al. · 2021 [cited by applicant]
US 20210286798A1 · Li et al. · 2021 [cited by applicant]
US 20210294798A1 · Binkley et al. · 2021 [cited by applicant]
US 20210329019A1 · Shua · 2021 [cited by applicant]
US 20210336976A1 · Shua · 2021 [cited by applicant]
US 20210377287A1 · Shua · 2021 [cited by applicant]
US 20210406917A1 · Erickson et al. · 2021 [cited by applicant]
US 20220004718A1 · Quamar et al. · 2022 [cited by applicant]
US 20220050840A1 · Parravicini et al. · 2022 [cited by applicant]
US 20220058193A1 · Smith et al. · 2022 [cited by applicant]
US 20220067186A1 · Thakur et al. · 2022 [cited by applicant]
US 20220086179A1 · Levin et al. · 2022 [cited by applicant]
US 20220092481A1 · Neithalath et al. · 2022 [cited by applicant]
US 20220121741A1 · Araujo et al. · 2022 [cited by applicant]
US 20220124108A1 · Gamble et al. · 2022 [cited by applicant]
US 20220129803A1 · Bikumala et al. · 2022 [cited by applicant]
US 20220191226A1 · Chan et al. · 2022 [cited by applicant]
US 20220327119A1 · Gasper et al. · 2022 [cited by applicant]
US 20220342690A1 · Shua · 2022 [cited by applicant]
US 20220345480A1 · Shua · 2022 [cited by applicant]
US 20220345481A1 · Shua · 2022 [cited by applicant]
US 20220345483A1 · Shua · 2022 [cited by applicant]
US 20220350789A1 · Yang et al. · 2022 [cited by applicant]
US 20220350931A1 · Shua · 2022 [cited by applicant]
US 20220374800A1 · Adinarayan et al. · 2022 [cited by applicant]
US 20220376970A1 · Chawathe et al. · 2022 [cited by applicant]
US 20220382611A1 · Kapish et al. · 2022 [cited by applicant]
US 20220394082A1 · Keren et al. · 2022 [cited by applicant]
US 20220414072A1 · Tandon et al. · 2022 [cited by applicant]
US 20220414105A1 · Umay et al. · 2022 [cited by applicant]
US 20230025252A1 · Erickson et al. · 2023 [cited by applicant]
US 20230039566A1 · Ghag et al. · 2023 [cited by applicant]
US 20230052827A1 · Araujo et al. · 2023 [cited by applicant]
US 20230088960A1 · Popelka et al. · 2023 [cited by applicant]
US 20230096930A1 · Dasdan · 2023 [cited by applicant]
US 20230101773A1 · Katahanas et al. · 2023 [cited by applicant]
US 20230138371A1 · Bandukwala et al. · 2023 [cited by applicant]
US 20230244523A1 · Gorantla et al. · 2023 [cited by applicant]
US 20230251960A1 · Sharma et al. · 2023 [cited by applicant]
US 20230275909A1 · Shivamoggi et al. · 2023 [cited by applicant]
US 20230291755A1 · Siebel et al. · 2023 [cited by applicant]
Ai-Yaseen et al., “Real-Time Intrusion Detection System Using Multi-Agent System”, IAENG International Journal of Computer Science, vol. 43, No. 1, Feb. 2016, pp. 80-90, International Association of Engineers (IAENG), H… [cited by applicant]
Akoglu et al., “Graph-based Anomaly Detection and Description: A Survey”, Apr. 28, 2014. [cited by applicant]
Amidon et al., “Program Fracture and Recombination for Efficient Automatic Code Reuse”, In 2015 IEEE High Performance Extreme Computing Conference (HPEC), Sep. 2015, pp. 1-6, IEEE.org (online), DOI: 10.1109/HPEC.2015.73… [cited by applicant]
Ammar et al., “Query Optimization Techniques in Graph Databases”, International Journal of Database Management Systems (IIDMS), vol. 8, No. 4, Aug. 2016, pp. 1-14 (Year: 2016). [cited by applicant]
Balasubramaniyan et al., “An Architecture For Intrusion Detection Using Autonomous Agents”, In Proceedings 14th Annual Computer Security Applications Conference (Cat. No. 98EX217), 19 pages, Jun. 1998, IEEE, Doi: 10.110… [cited by applicant]
Beutel et al., “User Behavior Modeling with Large-Scale Graph Analysis”, Computer Science Department, Carnegie Mellon University, May 2016. [cited by applicant]
Bugiel et al., “Towards Taming Privilege-Escalation Attacks on Android”, In NOSS (vol. 17, p. 19), Feb. 2012. [cited by applicant]
Chang et al., “Reality Bites—Progressive Querying and Result Visualization in Logical and VR Spaces”, Proceedings of 1994 IEEE Symposium on Visual Languages, pp. 100-109, Oct. 1994, IEEE, DOI: 10.1109NL.1994.363635. [cited by applicant]
Chesson, “Communication And Control In A Cluster Network”, ACM '74: Proceedings of the 1974 annual ACM conference—vol. 2, Jan. 1974, pp. 509-514, http://doi.org/10.1145/1408839 (Year 1974). [cited by applicant]
Crosbie et al., “Defending a Computer System using Autonomous Agents”, docs.lib.purdue.edu (online), Mar. 1995, 11 pages. [cited by applicant]
Hautamaki et al., “Outlier Detection Using k-Nearest Neighbour Graph”, Proceedings of the 17th International Conference on Pattern Recognition (ICPR 2004), vol. 3, Aug. 2004, IEEE, DOI: 10.1109/ICPR.2004.1334558. [cited by applicant]
Hooper et al., “Medusa: a simple tool for interaction graph analysis”, Bioinformatics, vol. 21 No. 24, Sep. 2005, pp. 4432-4433, Oxford University Press (online), URL: https://academic.oup.com/bioinformatics/article/21/… [cited by applicant]
Koutra et al., “Exploring and Making Sense of Large Graphs”, Computer Science Department, Carnegie Mellon University, Aug. 2015. [cited by applicant]
Leopold et al., “A Visual Query System for the Specification and Scientific Analysis off Continual Queries”, Proceedings, IEEE Symposia on Human-Centric Computing Languages and Environments (Cat. No.01TH8587), Sep. 2001… [cited by applicant]
Liao et al., “Visualizing Graph Dynamics And Similarity For Enterprise Network Security And Management”, VizSec 10: Proceedings of the Seventh International Symposium on Visualization for Cyber Security, Sep. 2010, pp. … [cited by applicant]
Long et al., “Automatic Input Rectification”, 2012 34th International Conference on Software Engineering (ICSE), Jun. 2012, pp. 80-90, IEEE.org (online), DOI: 10.1109/ICSE.2012.6227204. [cited by applicant]
Mateescu et al., “Join-Graph Propagation Algorithms”, Journal of Artificial Intelligence Research, vol. 37, Mar. 2010, pp. 279-328, AI Access Foundation, Inc. (online), URL: https://doi.org/10.1613/jair.2842. [cited by applicant]
Moriano et al., “Insider Threat Event Detection in User-System Interactions”, MIST '17: Proceedings of the 2017 International Workshop on Managing Insider Security Threats, Oct. 2017, pp. 1-12, ACM Digital Library (onli… [cited by applicant]
Cited By (1)
US 12,706,953