Automated discovery of knowledge-based authentication components
Methods, apparatus and articles of manufacture for automated discovery of knowledge-based authentication components are provided herein. A method includes analyzing entity-related information to identify one or more individuals within the entity for exclusion from one or more authentication requirements in connection with one or more operations associated with the entity, wherein said analyzing is based on one or more pre-defined parameters, and querying an agent of the entity to approve each of the one or more individuals identified within the entity for exclusion from the one or more authentication requirements.
1. A method comprising:
analyzing weighted entity-related information to identify one or more individuals within the entity for exclusion from one or more authentication requirements in connection with one or more operations associated with the entity,
wherein said weighted entity-related information comprises at least (i) organizational information pertaining to the entity comprising a set of multiple position titles and individuals associated therewith within the entity, (ii) resource information pertaining to the entity comprising an allocation of resources to individuals within the entity, and (iii) communication information within the entity comprising communication events between individuals within the entity, and
wherein said analyzing is based on a distinct weight applied to each item of (i) the organizational information, (ii) the resource information, and (iii) the communication information, wherein a higher weight attributed to a first item of information indicates that additional consideration is to be given for exclusion of the individual associated with the first item of information than is to be given for an individual associated with a second item of information with a lesser weight attributed thereto;
querying an agent of the entity to approve each of the one or more individuals identified within the entity for exclusion from the one or more authentication requirements; and
generating a list of one or more individuals within the entity for exclusion from the one or more authentication requirements based on (i) said analyzing and (ii) said querying;
wherein said analyzing, said querying and said generating are carried out by at least one computing device.
2. The method of claim 1 , further comprising:
receiving input from the agent, wherein said input comprises one or more individuals within the entity pre-identified by the entity for exclusion from the one or more authentication requirements in connection with one or more operations associated with the entity.
3. The method of claim 2 , wherein said analyzing comprises analyzing the weighted entity-related information to identify one or more individuals for exclusion from the one or more authentication requirements not pre-identified by the entity.
4. The method of claim 1 , wherein said analyzing comprises analyzing the allocation of resources to individuals within the entity to identify one or more individuals granted access to one or more pre-defined resources.
5. The method of claim 1 , further comprising:
obtaining feedback from the agent based on the one or more individuals identified within the entity for exclusion from the one or more authentication requirements.
6. The method of claim 5 , further comprising:
removing at least one individual from the one or more individuals identified within the entity for exclusion from the one or more authentication requirements based on the feedback from the agent.
7. The method of claim 5 , further comprising:
updating the distinct weight applied to each item of (i) the organizational information, (ii) the resource information, and (iii) the communication information based on the feedback from the agent.
8. The method of claim 1 , wherein said analyzing comprises identifying each of the individuals associated with a pre-defined sub-set of the multiple position titles for exclusion from the one or more authentication requirements.
9. An article of manufacture comprising a non-transitory processor-readable storage medium having processor-readable instructions tangibly embodied thereon which, when implemented, cause a processor to carry out steps comprising:
analyzing weighted entity-related information to identify one or more individuals within the entity for exclusion from one or more authentication requirements in connection with one or more operations associated with the entity,
wherein said weighted entity-related information comprises at least (i) organizational information pertaining to the entity comprising a set of multiple position titles and individuals associated therewith within the entity, (ii) resource information pertaining to the entity comprising an allocation of resources to individuals within the entity, and (iii) communication information within the entity comprising communication events between individuals within the entity, and
wherein said analyzing is based on a distinct weight applied to each item of (i) the organizational information, (ii) the resource information, and (iii) the communication information, wherein a higher weight attributed to a first item of information indicates that additional consideration is to be given for exclusion of the individual associated with the first item of information than is to be given for an individual associated with a second item of information with a lesser weight attributed thereto;
querying an agent of the entity to approve each of the one or more individuals identified within the entity for exclusion from the one or more authentication requirements; and
generating a list of one or more individuals within the entity for exclusion from the one or more authentication requirements based on (i) said analyzing and (ii) said querying.
10. The article of manufacture of claim 9 , wherein said analyzing comprises analyzing the allocation of resources to individuals within the entity to identify one or more individuals granted access to one or more pre-defined resources.
11. The article of manufacture of claim 9 , wherein said analyzing comprises identifying each of the individuals associated with a pre-defined sub-set of the multiple position titles for exclusion from the one or more authentication requirements.
12. An apparatus comprising:
a memory; and
at least one processor coupled to the memory and configured to:
analyze weighted entity-related information to identify one or more individuals within the entity for exclusion from one or more authentication requirements in connection with one or more operations associated with the entity,
wherein said weighted entity-related information comprises at least (i) organizational information pertaining to the entity comprising a set of multiple position titles and individuals associated therewith within the entity, (ii) resource information pertaining to the entity comprising an allocation of resources to individuals within the entity, and (iii) communication information within the entity comprising communication events between individuals within the entity, and
wherein said analyzing is based on a distinct weight applied to each item of (i) the organizational information, (ii) the resource information, and (iii) the communication information, wherein a higher weight attributed to a first item of information indicates that additional consideration is to be given for exclusion of the individual associated with the first item of information than is to be given for an individual associated with a second item of information with a lesser weight attributed thereto;
query an agent of the entity to approve each of the one or more individuals identified within the entity for exclusion from the one or more authentication requirements; and
generate a list of one or more individuals within the entity for exclusion from the one or more authentication requirements based on (i) said analyzing and (ii) said querying.
13. A method comprising:
analyzing weighted entity-related information to identify one or more terms for exclusion from use in a user query in connection with one or more authentication operations associated with the entity,
wherein said weighted entity-related information comprises multiple types of communication information within the entity, and
wherein said analyzing is based on a distinct weight applied to each of the multiple types of communication information within the entity, wherein a higher weight attributed to a first type of communication information indicates that additional consideration is to be given for exclusion of a term associated with the first type of communication information than is to be given for a term associated with a second type of communication information with a lesser weight attributed thereto;
analyzing one or more language sources to identify one or more synonyms for each of the one or more terms identified for exclusion;
querying an agent of the entity to approve each of the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity; and
generating a list of one or more terms for exclusion from use in a user query in connection with the one or more authentication operations based on (i) said analyzing steps and (ii) said querying step;
wherein said analyzing entity-related information, said analyzing one or more language sources, said querying and said generating are carried out by at least one computing device.
14. The method of claim 13 , further comprising:
obtaining feedback from the agent based on the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity.
15. The method of claim 14 , further comprising:
modifying the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity based on the feedback from the agent.
16. The method of claim 14 , further comprising:
updating the distinct weight applied to each of the multiple types of communication information based on the feedback from the agent.
17. An article of manufacture comprising a non-transitory processor-readable storage medium having processor-readable instructions tangibly embodied thereon which, when implemented, cause a processor to carry out steps comprising:
analyzing weighted entity-related information to identify one or more terms for exclusion from use in a user query in connection with one or more authentication operations associated with the entity,
wherein said weighted entity-related information comprises multiple types of communication information within the entity, and
wherein said analyzing is based on a distinct weight applied to each of the multiple types of communication information within the entity, wherein a higher weight attributed to a first type of communication information indicates that additional consideration is to be given for exclusion of a term associated with the first type of communication information than is to be given for a term associated with a second type of communication information with a lesser weight attributed thereto;
analyzing one or more language sources to identify one or more synonyms for each of the one or more terms identified for exclusion;
querying an agent of the entity to approve each of the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity; and
generating a list of one or more terms for exclusion from use in a user query in connection with the one or more authentication operations based on (i) said analyzing steps and (ii) said querying step.
18. The article of manufacture of claim 17 , further comprising:
obtaining feedback from the agent based on the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity.
19. The article of manufacture of claim 18 , further comprising:
modifying the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity based on the feedback from the agent.
20. An apparatus comprising:
a memory; and
at least one processor coupled to the memory and configured to:
analyze weighted entity-related information to identify one or more terms for exclusion from use in a user query in connection with one or more authentication operations associated with the entity,
wherein said weighted entity-related information comprises multiple types of communication information within the entity, and
wherein said analyzing is based on a distinct weight applied to each of the multiple types of communication information within the entity, wherein a higher weight attributed to a first type of communication information indicates that additional consideration is to be given for exclusion of a term associated with the first type of communication information than is to be given for a term associated with a second type of communication information with a lesser weight attributed thereto;
analyze one or more language sources to identify one or more synonyms for each of the one or more terms identified for exclusion;
query an agent of the entity to approve each of the one or more terms identified for exclusion from use in a user query in connection with one or more authentication operations associated with the entity; and
generate a list of one or more terms for exclusion from use in a user query in connection with the one or more authentication operations based on (i) said analyzing steps and (ii) said querying step.