Cognitive Security for Voice Phishing Activity
Abstract
An approach is provided in which a question answer system monitors a voice conversation between a first entity and a second entity. During the conversation, the question answer system parses the conversation into information phrases, and constructs the information phrases into a current conversation pattern. The question answer system identifies deceptive conversation properties of the current conversation by analyzing the current conversation pattern against domain-based conversation patterns. The question answer system, in turn, sends an alert message to the first entity to notify the first entity of the identified deceptive conversation properties.
Claims
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10 . An information handling system comprising:
one or more processors; a memory coupled to at least one of the processors; and a set of computer program instructions stored in the memory and executed by at least one of the processors in order to perform actions of:
generating a plurality of information elements based upon a voice conversation between a first entity and a second entity over a communication network;
constructing a current conversation pattern from the plurality of information elements;
identifying one or more deceptive conversation properties of the current conversation pattern based upon analyzing the current conversation pattern against one or more domain-based conversation patterns; and
sending an alert message to the first entity based upon the identified one or more deceptive conversation properties.
11 . The information handling system of claim 10 wherein the voice conversation comprises one or more conversation statements, the one or more processors performing additional actions comprising:
parsing the one or more conversation statements into a plurality of information phrases based upon cognitive analysis of the one or more conversation statements by a question answer system, wherein the plurality of information elements are generated from the plurality of information phrases;
determining an order of the plurality of information elements based upon a relative order of the plurality of information phrases in the voice conversation;
storing the plurality of information elements in the determined order into the current conversation pattern;
generating a suspicion score based upon comparing the ordered plurality of information elements against one or more valid element orders corresponding to at least one of the one or more domain-based conversation patterns; and
generating the alert message in response to determining that the suspicion score reaches a suspicion threshold.
12 . The information handling system of claim 10 wherein the one or more processors perform additional actions comprising:
retrieving sensitive data corresponding to a first entity user of the first entity;
generating a validation question based upon the retrieved sensitive data, wherein the validation question is configured to be asked by the first entity to validate a second entity user of the second entity;
sending the validation question to the first entity;
receiving an validation answer from the second entity in response to the first entity user asking the validation question to the second entity user;
determining whether the second entity is a deceptive entity based upon analyzing the received answer against the sensitive data; and
notifying the first entity based upon the determination.
13 . The information handling system of claim 10 wherein the one or more processors perform additional actions comprising:
ingesting a conversation pattern corpora that includes a plurality of documents; and
generating a conversation pattern domain based upon the plurality of documents, wherein the conversation pattern domain comprises a set of valid conversation patterns and a set of deceptive conversation patterns, and wherein the one or more domain-based conversation patterns are included in the conversation pattern domain.
14 . The information handling system of claim 10 wherein the one or more processors perform additional actions comprising:
sending the alert message to a client device selected from the group consisting of a mobile phone, a landline phone, a television, and a computer system.
15 . The information handling system of claim 10 wherein the one or more processors perform additional actions comprising:
detecting that the first entity is attempting to provide sensitive content to the second entity;
prohibiting the sensitive content from being provided to the second entity;
sending a request to the first entity to authorize sending the sensitive content to the second entity; and
terminating the voice conversation in response to not receiving an authorization from the first entity.
16 . A computer program product stored in a computer readable storage medium, comprising computer program code that, when executed by an information handling system, causes the information handling system to perform actions comprising:
generating a plurality of information elements based upon a voice conversation between a first entity and a second entity over a communication network; constructing a current conversation pattern from the plurality of information elements; identifying one or more deceptive conversation properties of the current conversation pattern based upon analyzing the current conversation pattern against one or more domain-based conversation patterns; and sending an alert message to the first entity based upon the identified one or more deceptive conversation properties.
17 . The computer program product of claim 16 wherein the voice conversation comprises one or more conversation statements, the information handling system performing additional actions comprising:
parsing the one or more conversation statements into a plurality of information phrases based upon cognitive analysis of the one or more conversation statements by a question answer system, wherein the plurality of information elements are generated from the plurality of information phrases;
determining an order of the plurality of information elements based upon a relative order of the plurality of information phrases in the voice conversation;
storing the plurality of information elements in the determined order into the current conversation pattern;
generating a suspicion score based upon comparing the ordered plurality of information elements against one or more valid element orders corresponding to at least one of the one or more domain-based conversation patterns; and
generating the alert message in response to determining that the suspicion score reaches a suspicion threshold.
18 . The computer program product of claim 16 wherein the information handling system performs additional actions comprising:
retrieving sensitive data corresponding to a first entity user of the first entity;
generating a validation question based upon the retrieved sensitive data, wherein the validation question is configured to be asked by the first entity to validate a second entity user of the second entity;
sending the validation question to the first entity;
receiving an validation answer from the second entity in response to the first entity user asking the validation question to the second entity user;
determining whether the second entity is a deceptive entity based upon analyzing the received answer against the sensitive data; and
notifying the first entity based upon the determination.
19 . The computer program product of claim 16 wherein the information handling system performs additional actions comprising:
ingesting a conversation pattern corpora that includes a plurality of documents; and
generating a conversation pattern domain based upon the plurality of documents, wherein the conversation pattern domain comprises a set of valid conversation patterns and a set of deceptive conversation patterns, and wherein the one or more domain-based conversation patterns are included in the conversation pattern domain.
20 . The computer program product of claim 16 wherein the information handling system performs additional actions comprising:
detecting that the first entity is attempting to provide sensitive content to the second entity;
prohibiting the sensitive content from being provided to the second entity;
sending a request to the first entity to authorize sending the sensitive content to the second entity; and
terminating the voice conversation in response to not receiving an authorization from the first entity.Join the waitlist — get patent alerts
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