Computerized systems and methods for military operations where sensitive information is securely transmitted to assigned users based on ai/ml determinations of user capabilities

Abstract

Disclosed are systems and methods for a computerized framework that leverages artificial intelligence (AI)/machine learning (ML) mechanisms to assign selected individuals to military operations. The disclosed framework comparatively analyzes an ops sheet of a military operation and profile data related to a user(s), and automatically determines user(s) who are optimal for the operation. The determined user or users possess the physical and/or intellectual capabilities to accurately and efficiently, with respect to real-world and electronic resources, perform and complete the operation. The disclosed framework provides a computerized platform that selects users for highly specific tasks based on the users' analyzed skill sets, and based on computerized determinations of how such users are predicted to perform using those skill sets, securely and/or confidentially provides the users access to information related to the operation.

What is claimed is: 
     
         1 . A method comprising the steps of:
 receiving, by a device, a request associated with a real-world task, the request comprising an electronic file, the electronic file comprising information related to the real-world task, the real-world task comprising a set of activities that are required to be completed;   parsing, by the device, the request;   identifying, by the device, based on the parsing of the request, the file;   analyzing, by the device, the file, and determining criteria associated with each of the set of activities, each determined criterion corresponding to a required characteristic a user must possess to complete a respective activity associated with the real-world task;   compiling, by the device, a search query based on the determined criteria;   searching, by the device, a database based on the search query, the database comprising a plurality of user profiles, each user profile comprising characteristics of a user;   determining, by the device, based on the search, a search result identifying a set of user profiles, each identified user profile comprising characteristics complying with the determined criteria;   ranking, by the device, the set of user profiles identified within the search result by ordering each identified user profile according to a measure of a respective user profile's compliance with the determined criteria;   selecting from the ranked search result, by the device, a user profile; and   securely transmitting, via the device, data associated with the real-world task to an account of the user associated with the selected user profile.   
     
     
         2 . The method of  claim 1 , wherein the transmission of the data enables the user to access at least one of classified and protected information related to the real-world task and to equipment for performing the real-world task. 
     
     
         3 . The method of  claim 1 , wherein the searching of the database further comprises:
 based on the determined criteria in the search query, analyzing, by the device, each user profile in the database;   determining, by the device, a mission score for each user profile, the mission score providing a measure of the user's complying characteristics; and   based on the determined mission scores, generating, by the device, the ranked search result.   
     
     
         4 . The method of  claim 3 , wherein each user profile in the ranked search result has a mission score satisfying a mission threshold corresponding to a minimum set of characteristics. 
     
     
         5 . The method of  claim 1 , further comprising:
 identifying, by the device, based on the search, another set of user profiles, each identified user profile in the other set corresponds to a user profile with characteristics satisfying at least one of the determined criteria associated with the set of activities encompassing the real-world task.   
     
     
         6 . The method of  claim 5 , further comprising:
 determining a prospective team of users based on the identified set of other user profiles; and   selecting, from the prospective team, an actual team to perform the real-world task, wherein the secure data is made available to each member of the actual team.   
     
     
         7 . The method of  claim 6 , further comprising:
 determining, by the device, which members of the actual team are to be associated with performing each activity of the set of activities of the real-world task;   partitioning according to each activity, by the device, the data; and   sending each member of the actual team a respective partitioned portion of the data.   
     
     
         8 . The method of  claim 1 , wherein the characteristics of the user in the user profile are selected from a group of information related to the user consisting of: a personal or other identifier, demographic information, geographic information, behavioral history, history of task completion, rank, military unit, as association with the U.S.' Department of Defense (DOD), an association with another country's governmental organization responsible for defense of the country, biometric information, pain tolerance information, treatment plan information, training metrics, psychological information, intelligence quotient (IQ) scores, emotional quotient (EQ) scores, classification testing scores and user-provided feedback. 
     
     
         9 . The method of  claim 1 , further comprising:
 analyzing, by the device via a classifier model, the search result; and   automatically selecting, without user input, by the device, the user profile.   
     
     
         10 . The method of  claim 1 , wherein the file included within the request is protected by a privacy enhancing technology (PET) or security enhancing technology (SET). 
     
     
         11 . The method of  claim 1 , wherein the PET or SET involves encryption of the file. 
     
     
         12 . The method of  claim 11 , further comprising:
 identifying, by the device, a key associated with the encryption; and   decrypting, by the device via at least the identified key, the encrypted file.   
     
     
         13 . The method of  claim 1 , wherein the request further comprises information identifying a number of users required to perform the real-world task, wherein the selection of the user is based on the number of users, the search query further comprises the information identifying the number of users. 
     
     
         14 . The method of  claim 1 , wherein the user profiles in the database correspond at least to a part of the military, wherein each user profile is associated with a user of the military. 
     
     
         15 . A non-transitory computer-readable storage medium tangibly encoded with computer-executable instructions, that when executed by a device, perform a method comprising steps of:
 receiving, by the device, a request associated with a real-world task, the request comprising an electronic file, the electronic file comprising information related to the real-world task, the real-world task comprising a set of activities that are required to be completed;   parsing, by the device, the request;   identifying, by the device, based on the parsing of the request, the file;   analyzing, by the device, the file, and determining criteria associated with each of the set of activities, each determined criterion corresponding to a required characteristic a user must possess to complete a respective activity associated with the real-world task;   compiling, by the device, a search query based on the determined criteria;   searching, by the device, a database based on the search query, the database comprising a plurality of user profiles, each user profile comprising characteristics of a user;   determining, by the device, based on the search, a search result identifying a set of user profiles, each identified user profile comprising characteristics complying with the determined criteria;   ranking, by the device, the set of user profiles identified within the search result by ordering each identified user profile according to a measure of a respective user profile's compliance with the determined criteria;   selecting from the ranked search result, by the device, a user profile; and   securely transmitting, via the device, data associated with the real-world task to an account of the user associated with the selected user profile.   
     
     
         16 . The non-transitory computer-readable storage medium of  claim 15 , wherein the transmission of the data enables the user to access at least one of classified and protected information related to the real-world task and to equipment for performing the real-world task. 
     
     
         17 . The non-transitory computer-readable storage medium of  claim 15 , wherein the searching of the database further comprises:
 based on the determined criteria in the search query, analyzing, by the device, each user profile in the database;   determining, by the device, a mission score for each user profile, the mission score providing a measure of the user's complying characteristics; and   based on the determined mission scores, generating, by the device, the ranked search result.   
     
     
         18 . The non-transitory computer-readable storage medium of  claim 17 , wherein each user profile in the ranked search result has a mission score satisfying a mission threshold corresponding to a minimum set of characteristics. 
     
     
         19 . The non-transitory computer-readable storage medium of  claim 15 , further comprising:
 identifying, by the device, based on the search, another set of user profiles, each identified user profile in the other set corresponds to a user profile with characteristics satisfying at least one of the determined criteria associated with the set of activities encompassing the real-world task.   
     
     
         20 . The non-transitory computer-readable storage medium of  claim 19 , further comprising:
 determining a prospective team of users based on the identified set of other user profiles; and   selecting, from the prospective team, an actual team to perform the real-world task, wherein the secure data is made available to each member of the actual team.   
     
     
         21 . The non-transitory computer-readable storage medium of  claim 20 , further comprising:
 determining, by the device, which members of the actual team are to be associated with performing each activity of the set of activities of the real-world task;   partitioning according to each activity, by the device, the data; and   sending each member of the actual team a respective partitioned portion of the data.   
     
     
         22 . The non-transitory computer-readable storage medium of  claim 15 , wherein the characteristics of the user in the user profile are selected from a group of information related to the user consisting of: a personal or other identifier, demographic information, geographic information, behavioral history, history of task completion, rank, military unit, as association with the U.S.' Department of Defense (DOD), an association with another country's governmental organization responsible for defense of the country, biometric information, pain tolerance information, treatment plan information, training metrics, psychological information, intelligence quotient (IQ) scores, emotional quotient (EQ) scores, classification testing scores and user-provided feedback. 
     
     
         23 . The non-transitory computer-readable storage medium of  claim 15 , further comprising:
 analyzing, by the device via a classifier model, the search result; and   automatically selecting, without user input, by the device, the user profile.   
     
     
         24 . The non-transitory computer-readable storage medium of  claim 15 , wherein the file included within the request is protected by a privacy enhancing technology (PET) or security enhancing technology (SET). 
     
     
         25 . The non-transitory computer-readable storage medium of  claim 15 , wherein the PET or SET involves encryption of the file. 
     
     
         26 . The non-transitory computer-readable storage medium of  claim 25 , further comprising:
 identifying, by the device, a key associated with the encryption; and   decrypting, by the device via at least the identified key, the encrypted file.   
     
     
         27 . The non-transitory computer-readable storage medium of  claim 15 , wherein the request further comprises information identifying a number of users required to perform the real-world task, wherein the selection of the user is based on the number of users, the search query further comprises the information identifying the number of users. 
     
     
         28 . The non-transitory computer-readable storage medium of  claim 15 , wherein the user profiles in the database correspond at least to a part of the military, wherein each user profile is associated with a user of the military. 
     
     
         29 . A device comprising:
 a processor configured to:
 receive a request associated with a real-world task, the request comprising an electronic file, the electronic file comprising information related to the real-world task, the real-world task comprising a set of activities that are required to be completed; 
 parse the request; 
 identify, based on the parsing of the request, the file; 
 analyze, the file, and determine criteria associated with each of the set of activities, each determined criterion corresponding to a required characteristic a user must possess to complete a respective activity associated with the real-world task; 
 compile a search query based on the determined criteria; 
 search a database based on the search query, the database comprising a plurality of user profiles, each user profile comprising characteristics of a user; 
 determine, based on the search, a search result identifying a set of user profiles, each identified user profile comprising characteristics complying with the determined criteria; 
 rank the set of user profiles identified within the search result by ordering each identified user profile according to a measure of a respective user profile's compliance with the determined criteria; 
 select a user profile from the ranked search result; and 
 securely transmit data associated with the real-world task to an account of the user associated with the selected user profile. 
   
     
     
         30 . The device of  claim 29 , wherein the transmission of the data enables the user to access at least one of classified and protected information related to the real-world task and to equipment for performing the real-world task. 
     
     
         31 . The device of  claim 29 , wherein the processor is further configured to:
 based on the determined criteria in the search query, analyze each user profile in the database;   determine a mission score for each user profile, the mission score providing a measure of the user's complying characteristics; and   based on the determined mission scores, generate the ranked search result.   
     
     
         32 . The device of  claim 29 , wherein the processor is further configured to:
 identify, based on the search, another set of user profiles, each identified user profile in the other set corresponds to a user profile with characteristics satisfying at least one of the determined criteria associated with the set of activities encompassing the real-world task.   
     
     
         33 . The device of  claim 32 , wherein the processor is further configured to:
 determine a prospective team of users based on the identified set of other user profiles; and   select, from the prospective team, an actual team to perform the real-world task, wherein the secure data is made available to each member of the actual team.   
     
     
         34 . The device of  claim 33 , wherein the processor is further configured to:
 determine which members of the actual team are to be associated with performing each activity of the set of activities of the real-world task;   partition, according to each activity, the data; and   send each member of the actual team a respective partitioned portion of the data.   
     
     
         35 . The device of  claim 29 , wherein the processor is further configured to:
 analyze, via a classifier model, the search result; and   automatically select, without user input, the user profile.   
     
     
         36 . The device of  claim 29 , wherein the file included within the request is protected by a privacy enhancing technology (PET) or security enhancing technology (SET), wherein the PET or SET involves encryption of the file. 
     
     
         37 . The device of  claim 36 , wherein the processor is further configured to:
 identify a key associated with the encryption; and   decrypt, via at least the identified key, the encrypted file.   
     
     
         38 . The device of  claim 29 , wherein the request further comprises information identifying a number of users required to perform the real-world task, wherein the selection of the user is based on the number of users, the search query further comprises the information identifying the number of users.