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公开(公告)号：US12050682B2
公开(公告)日：2024-07-30
申请号：US18144239
申请日：2023-05-07
发明人： Madhusudana Shashanka , Bonnie Arogyam Varghese , Shankar Subramaniam , Karthik Krishnan , Rency Joseph
IPC分类号： G06F21/55
CPC分类号： G06F21/552 , G06F2221/034
摘要： A method and an electronic device (100) are disclosed for generating semantic representation of a document to determine data security risk associated with the document. The method includes receiving, by a document semantics controller (160) of the electronic device (100), a document in an electronic form and determining, by the document semantics controller (160), raw text. Further, the method includes generating, by the document semantics controller (160), a plurality of sentence blocks using the raw text and determining, by the document semantics controller (160), embeddings for the plurality of sentence blocks. Further, the method includes determining, by the document semantics controller (160), the semantic representation of the document based on the embeddings for each of the sentence blocks; and generating, by the document semantics controller (160), the semantic representation of the document to determine the data security risk associated with the document.
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2.发明公开公开(公告)号：US20240249016A1
公开(公告)日：2024-07-25
申请号：US18099940
申请日：2023-01-21
CPC分类号： G06F21/6245 , G06F40/30 , G06F2221/2113 , G06F2221/2141
摘要： Embodiments herein disclose a method for managing at least one document by an electronic device 100. The method includes receiving, by the electronic device, at least one document in an electronic form, where the document includes a plurality of content. Further, the method includes determining at least one semantic category associated with the document and a metadata associated with the document. Further, the method includes determining at least one among privacy persona and classification label of the document based on the semantic category associated with the document and the metadata associated with the document. Further, the method includes determining access to the document based on at least one among the privacy persona and the classification label of the document.
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3.发明公开公开(公告)号：US20240202215A1
公开(公告)日：2024-06-20
申请号：US18083522
申请日：2022-12-18
IPC分类号： G06F16/28 , G06F18/23213
CPC分类号： G06F16/285 , G06F18/23213
摘要： Embodiments herein disclose a method for determining at least one semantic category of at least one document using an electronic device 100. The method includes receiving at least one document embedding indicating a semantic representation of at least one document. Further, the method includes determining a probable set of semantic categories of a plurality of semantic categories associated with the document embedding based on an execution of the at least one document embedding on a plurality of proto-models. Further, the method includes receiving the semantic model associated with each of the probable set of semantic categories. Further, the method includes executing the at least one document embedding on the received semantic model. Further, the method includes determining the at least one semantic category out of the probable set of semantic categories, of the at least one document embedding based on the at least one executed document.
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4.发明公开公开(公告)号：US20230273992A1
公开(公告)日：2023-08-31
申请号：US18144239
申请日：2023-05-07
发明人： Madhusudana Shashanka , Bonnie Arogyam Varghese , Shankar Subramaniam , Karthik Krishnan , Rency Joseph
IPC分类号： G06F21/55
CPC分类号： G06F21/552 , G06F2221/034
摘要： A method and an electronic device (100) are disclosed for generating semantic representation of a document to determine data security risk associated with the document. The method includes receiving, by a document semantics controller (160) of the electronic device (100), a document in an electronic form and determining, by the document semantics controller (160), raw text. Further, the method includes generating, by the document semantics controller (160), a plurality of sentence blocks using the raw text and determining, by the document semantics controller (160), embeddings for the plurality of sentence blocks. Further, the method includes determining, by the document semantics controller (160), the semantic representation of the document based on the embeddings for each of the sentence blocks; and generating, by the document semantics controller (160), the semantic representation of the document to determine the data security risk associated with the document.
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公开(公告)号：US11687647B2
公开(公告)日：2023-06-27
申请号：US17160369
申请日：2021-01-27
发明人： Madhusudana Shashanka , Bonnie Arogyam Varghese , Shankar Subramaniam , Karthik Krishnan , Rency Joseph
IPC分类号： G06F21/55
CPC分类号： G06F21/552 , G06F2221/034
摘要： A method and an electronic device (100) are disclosed for generating semantic representation of a document to determine data security risk associated with the document. The method includes receiving, by a document semantics controller (160) of the electronic device (100), a document in an electronic form and determining, by the document semantics controller (160), raw text. Further, the method includes generating, by the document semantics controller (160), a plurality of sentence blocks using the raw text and determining, by the document semantics controller (160), embeddings for the plurality of sentence blocks. Further, the method includes determining, by the document semantics controller (160), the semantic representation of the document based on the embeddings for each of the sentence blocks; and generating, by the document semantics controller (160), the semantic representation of the document to determine the data security risk associated with the document.
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公开(公告)号：US20210256115A1
公开(公告)日：2021-08-19
申请号：US17160369
申请日：2021-01-27
发明人： Madhusudana Shashanka , Bonnie Arogyam Varghese , Shankar Subramaniam , Karthik Krishnan , Rency Joseph
摘要： A method and an electronic device (100) are disclosed for generating semantic representation of a document to determine data security risk associated with the document. The method includes receiving, by a document semantics controller (160) of the electronic device (100), a document in an electronic form and determining, by the document semantics controller (160), raw text. Further, the method includes generating, by the document semantics controller (160), a plurality of sentence blocks using the raw text and determining, by the document semantics controller (160), embeddings for the plurality of sentence blocks. Further, the method includes determining, by the document semantics controller (160), the semantic representation of the document based on the embeddings for each of the sentence blocks; and generating, by the document semantics controller (160), the semantic representation of the document to determine the data security risk associated with the document.
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