SG10201808441TA - Natural language processing artificial intelligence network and data security system - Google Patents

Natural language processing artificial intelligence network and data security system

Info

Publication number
SG10201808441TA
SG10201808441TA SG10201808441TA SG10201808441TA SG10201808441TA SG 10201808441T A SG10201808441T A SG 10201808441TA SG 10201808441T A SG10201808441T A SG 10201808441TA SG 10201808441T A SG10201808441T A SG 10201808441TA SG 10201808441T A SG10201808441T A SG 10201808441TA
Authority
SG
Singapore
Prior art keywords
natural language
artificial intelligence
data security
language processing
intelligence network
Prior art date
Application number
SG10201808441TA
Inventor
Constantine T Boyadjiev
Rajarathnam Chandramouli
Zongru Shao
Koduvayur Subbalakshmi
Original Assignee
Accenture Global Services Ltd
Misram Llc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Accenture Global Services Ltd, Misram Llc filed Critical Accenture Global Services Ltd
Publication of SG10201808441TA publication Critical patent/SG10201808441TA/en

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/20—Network architectures or network communication protocols for network security for managing network security; network security policies in general
    • H04L63/205—Network architectures or network communication protocols for network security for managing network security; network security policies in general involving negotiation or determination of the one or more network security mechanisms to be used, e.g. by negotiation between the client and the server or between peers or by selection according to the capabilities of the entities involved
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/604—Tools and structures for managing or administering access control systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/21—Monitoring or handling of messages
    • H04L51/212—Monitoring or handling of messages using filtering or selective blocking
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
    • H04L63/102—Entity profiles
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/02—Comparing digital values
    • G06F7/023—Comparing digital values adaptive, e.g. self learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06398—Performance of employee with respect to a job function

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Computer Hardware Design (AREA)
  • Artificial Intelligence (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Probability & Statistics with Applications (AREA)
  • Automation & Control Theory (AREA)
  • Bioethics (AREA)
  • Information Transfer Between Computers (AREA)
  • User Interface Of Digital Computer (AREA)
  • Devices For Executing Special Programs (AREA)

Abstract

NATURAL LANGUAGE PROCESSING ARTIFICIAL INTELLIGENCE NETWORK AND DATA SECURITY SYSTEM According to an embodiment, a natural language processing artificial intelligence network and data security system determines an emotions model for one or more users from electronic natural language interactions of the users. The system includes a natural language processing decoder to determine textual features from the electronic natural language interactions that may be indicative of emotional states of the users. They system includes an emotions model encoder that generates an emotions model based on the emotional states of the users in the electronic natural language interactions retrieved from the data storage. The system also includes an artificial intelligence network and data security subsystem. The artificial intelligence network and data security subsystem may use the emotions model as a primitive for artificial intelligence based tasks including computer system security, network security, data security, proactive monitoring and preventive actions, that are moderated using the context provided by the emotional state of a user. FIG.A 47
SG10201808441TA 2017-10-05 2018-09-26 Natural language processing artificial intelligence network and data security system SG10201808441TA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US15/726,137 US10516701B2 (en) 2017-10-05 2017-10-05 Natural language processing artificial intelligence network and data security system

Publications (1)

Publication Number Publication Date
SG10201808441TA true SG10201808441TA (en) 2019-05-30

Family

ID=63762187

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201808441TA SG10201808441TA (en) 2017-10-05 2018-09-26 Natural language processing artificial intelligence network and data security system

Country Status (3)

Country Link
US (1) US10516701B2 (en)
EP (1) EP3468140B1 (en)
SG (1) SG10201808441TA (en)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10885393B1 (en) * 2017-09-28 2021-01-05 Architecture Technology Corporation Scalable incident-response and forensics toolkit
CN110634174B (en) * 2018-06-05 2023-10-10 深圳市优必选科技有限公司 Expression animation transition method and system and intelligent terminal
US20190385711A1 (en) 2018-06-19 2019-12-19 Ellipsis Health, Inc. Systems and methods for mental health assessment
WO2019246239A1 (en) 2018-06-19 2019-12-26 Ellipsis Health, Inc. Systems and methods for mental health assessment
US10931659B2 (en) * 2018-08-24 2021-02-23 Bank Of America Corporation Federated authentication for information sharing artificial intelligence systems
EP3906508B1 (en) * 2018-12-31 2024-03-13 Intel Corporation Securing systems employing artificial intelligence
US20220207799A1 (en) * 2019-04-25 2022-06-30 Nippon Telegraph And Telephone Corporation Psychological state visualization apparatus, method and program for the same
US11023685B2 (en) * 2019-05-15 2021-06-01 Adobe Inc. Affect-enriched vector representation of words for use in machine-learning models
US11170800B2 (en) * 2020-02-27 2021-11-09 Microsoft Technology Licensing, Llc Adjusting user experience for multiuser sessions based on vocal-characteristic models
US11983716B2 (en) * 2020-05-26 2024-05-14 Paypal, Inc. Evaluating user status via natural language processing and machine learning
CN113535957B (en) * 2021-07-27 2022-08-02 哈尔滨工业大学 Conversation emotion recognition network model system based on dual knowledge interaction and multitask learning, construction method, equipment and storage medium
US11985128B2 (en) 2021-08-19 2024-05-14 International Business Machines Corporation Device step-up authentication system
US20230156023A1 (en) * 2021-11-15 2023-05-18 Bank Of America Corporation Preventing Unauthorized Participation in Collaborative Augmented Reality and Virtual Reality Meetings
CN114490885A (en) * 2021-12-24 2022-05-13 华南师范大学 Entity relationship extraction method and device, electronic equipment and storage medium
US20240039935A1 (en) * 2022-07-29 2024-02-01 Bank Of America Corporation System and method for anomaly detection for information security

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9253148B2 (en) 2007-10-24 2016-02-02 At&T Intellectual Property I, L.P. System and method for logging communications
US20140095148A1 (en) * 2012-10-03 2014-04-03 Kanjoya, Inc. Emotion identification system and method
US20150213002A1 (en) 2014-01-24 2015-07-30 International Business Machines Corporation Personal emotion state monitoring from social media
US10038786B2 (en) 2014-03-05 2018-07-31 [24]7.ai, Inc. Method and apparatus for improving goal-directed textual conversations between agents and customers
US9426428B2 (en) 2014-04-10 2016-08-23 Smartvue Corporation Systems and methods for automated cloud-based analytics and 3-dimensional (3D) display for surveillance systems in retail stores
US20160330217A1 (en) * 2015-05-06 2016-11-10 Dell Products L.P. Security breach prediction based on emotional analysis
US9569729B1 (en) 2016-07-20 2017-02-14 Chenope, Inc. Analytical system and method for assessing certain characteristics of organizations
US20180270248A1 (en) * 2017-03-14 2018-09-20 International Business Machines Corporation Secure resource access based on psychometrics

Also Published As

Publication number Publication date
EP3468140B1 (en) 2020-10-21
EP3468140A1 (en) 2019-04-10
US10516701B2 (en) 2019-12-24
US20190109878A1 (en) 2019-04-11

Similar Documents

Publication Publication Date Title
SG10201808441TA (en) Natural language processing artificial intelligence network and data security system
EP4273757A3 (en) Selecting actions using multi-modal inputs
Barsoum et al. Training deep networks for facial expression recognition with crowd-sourced label distribution
US20200167528A1 (en) Dialog generation method, apparatus, and electronic device
EP4242822A3 (en) Ensuring reproducibility in an artificial intelligence infrastructure
WO2018226895A3 (en) Integrated system for rule editing, simulation, version control, and business process management
SG11201906576WA (en) Speech wakeup method, apparatus, and electronic device
WO2018237210A8 (en) Linking observed human activity on video to a user account
AU2018337654A1 (en) Method and apparatus for determining health status
WO2016196435A3 (en) Segmentation techniques for learning user patterns to suggest applications responsive to an event on a device
BR112016023920A2 (en) methods and systems for handling a dialogue with a robot
BR112016024007A2 (en) methods and systems for managing a robot's dialogues
EP3054403A3 (en) Recurrent neural networks for data item generation
MX2015013070A (en) Systems and methods for interactive synthetic character dialogue.
MY192414A (en) Personal emotion-based computer readable cognitive sensory memory and cognitive insights for enhancing memorization and decision making
SG11201809890PA (en) Method of training random forest model, electronic device and storage medium
WO2013173000A3 (en) On-device real-time behavior analyzer
WO2019118469A3 (en) Methods and systems for management of media content associated with message context on mobile computing devices
EP3101598A3 (en) Augmented neural networks
WO2012106496A3 (en) Secure social web orchestration via a security model
EP3190528A3 (en) System and methods for creating and managing geospatial network model in a client environment
AU2018262455A1 (en) Systems and methods for scenario simulation
Gasevic et al. Learning analytics and machine learning
SG179427A1 (en) Human behavioral modeling and simulation framework
WO2014158459A3 (en) Social network-influenced interest detection