SG10201809997SA - Dark web content analysis and identification - Google Patents

Dark web content analysis and identification

Info

Publication number
SG10201809997SA
SG10201809997SA SG10201809997SA SG10201809997SA SG10201809997SA SG 10201809997S A SG10201809997S A SG 10201809997SA SG 10201809997S A SG10201809997S A SG 10201809997SA SG 10201809997S A SG10201809997S A SG 10201809997SA SG 10201809997S A SG10201809997S A SG 10201809997SA
Authority
SG
Singapore
Prior art keywords
identification
web content
content analysis
dark web
dark
Prior art date
Application number
SG10201809997SA
Inventor
Kamal Mannar
Tau Herng Lim
chun wei Wu
Fransisca Fortunata
Original Assignee
Accenture Global Solutions Ltd
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 Solutions Ltd filed Critical Accenture Global Solutions Ltd
Priority to SG10201809997SA priority Critical patent/SG10201809997SA/en
Priority to US16/589,962 priority patent/US11403349B2/en
Publication of SG10201809997SA publication Critical patent/SG10201809997SA/en
Priority to US17/856,696 priority patent/US11768866B2/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G06F16/355—Class or cluster creation or modification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/951—Indexing; Web crawling techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • 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
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/047—Probabilistic or stochastic networks
    • 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
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • 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
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/30—Noise filtering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763—Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19127—Extracting features by transforming the feature space, e.g. multidimensional scaling; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/40—Document-oriented image-based pattern recognition
    • G06V30/41—Analysis of document content
    • G06V30/413—Classification of content, e.g. text, photographs or tables
    • 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
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1425—Traffic logging, e.g. anomaly detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
SG10201809997SA 2018-11-09 2018-11-09 Dark web content analysis and identification SG10201809997SA (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
SG10201809997SA SG10201809997SA (en) 2018-11-09 2018-11-09 Dark web content analysis and identification
US16/589,962 US11403349B2 (en) 2018-11-09 2019-10-01 Dark web content analysis and identification
US17/856,696 US11768866B2 (en) 2018-11-09 2022-07-01 Dark web content analysis and identification

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10201809997SA SG10201809997SA (en) 2018-11-09 2018-11-09 Dark web content analysis and identification

Publications (1)

Publication Number Publication Date
SG10201809997SA true SG10201809997SA (en) 2020-06-29

Family

ID=70552174

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201809997SA SG10201809997SA (en) 2018-11-09 2018-11-09 Dark web content analysis and identification

Country Status (2)

Country Link
US (2) US11403349B2 (en)
SG (1) SG10201809997SA (en)

Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018175262A1 (en) * 2017-03-21 2018-09-27 Tora Holdings, Inc. Secure order matching by distributing data and processing across multiple segregated computation nodes
US11275900B2 (en) * 2018-05-09 2022-03-15 Arizona Board Of Regents On Behalf Of Arizona State University Systems and methods for automatically assigning one or more labels to discussion topics shown in online forums on the dark web
US11531865B2 (en) * 2020-02-28 2022-12-20 Toyota Research Institute, Inc. Systems and methods for parallel autonomy of a vehicle
US11392648B2 (en) * 2020-03-30 2022-07-19 S&P Global Inc. Calculating voice share and company sentiment
US11544880B2 (en) 2020-05-14 2023-01-03 Adobe Inc. Generating modified digital images utilizing a global and spatial autoencoder
CN111859913B (en) * 2020-06-12 2024-04-12 北京百度网讯科技有限公司 Processing method and device of wind control characteristic factors, electronic equipment and storage medium
CN111611981A (en) * 2020-06-28 2020-09-01 腾讯科技（深圳）有限公司 Information identification method and device and information identification neural network training method and device
CN111741018B (en) * 2020-07-24 2020-12-01 中国航空油料集团有限公司 Industrial control data attack sample generation method and system, electronic device and storage medium
US20220058444A1 (en) * 2020-08-19 2022-02-24 Capital One Services, Llc Asymmetric adversarial learning framework for multi-turn dialogue response generation
EP3979138A1 (en) * 2020-09-30 2022-04-06 Deutsche Telekom AG Method for data anonymization in a system, and system
CN112560603B (en) * 2020-12-04 2022-11-22 中国船舶重工集团公司第七一五研究所 Underwater sound data set expansion method based on wavelet image
KR102257139B1 (en) * 2020-12-18 2021-05-27 한국인터넷진흥원 Method and apparatus for collecting information regarding dark web
CN112632292A (en) * 2020-12-23 2021-04-09 深圳壹账通智能科技有限公司 Method, device and equipment for extracting service keywords and storage medium
CN112784691B (en) * 2020-12-31 2023-06-02 杭州海康威视数字技术股份有限公司 Target detection model training method, target detection method and device
US11763033B2 (en) 2021-01-01 2023-09-19 Bank Of America Corporation Leveraging entity dark web chatter using slope of vendor identifier appearances as a search proxy
US11694018B2 (en) * 2021-01-29 2023-07-04 Salesforce, Inc. Machine-learning based generation of text style variations for digital content items
CN113671421A (en) * 2021-08-24 2021-11-19 华北电力大学（保定） Transformer state evaluation and fault early warning method
CN114814993B (en) * 2022-03-25 2023-04-18 河海大学 Microwave attenuation snowfall intensity monitoring method based on DCGAN and 2D-CNN
US11706226B1 (en) * 2022-06-21 2023-07-18 Uab 360 It Systems and methods for controlling access to domains using artificial intelligence
CN115001861B (en) * 2022-07-20 2022-12-09 中国电子科技集团公司第三十研究所 Method and system for detecting abnormal services of hidden network based on mixed fingerprint characteristics
CN116504259B (en) * 2023-06-30 2023-08-29 中汇丰(北京)科技有限公司 Semantic recognition method based on natural language processing

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7133862B2 (en) * 2001-08-13 2006-11-07 Xerox Corporation System with user directed enrichment and import/export control
US9740979B2 (en) * 2015-12-06 2017-08-22 Xeeva, Inc. Model stacks for automatically classifying data records imported from big data and/or other sources, associated systems, and/or methods
CN108664894A (en) * 2018-04-10 2018-10-16 天津大学 The human action radar image sorting technique of neural network is fought based on depth convolution
US10713569B2 (en) * 2018-05-31 2020-07-14 Toyota Research Institute, Inc. System and method for generating improved synthetic images
US11481416B2 (en) * 2018-07-12 2022-10-25 International Business Machines Corporation Question Answering using trained generative adversarial network based modeling of text
KR20210099564A (en) * 2018-12-31 2021-08-12 인텔 코포레이션 Security system using artificial intelligence
CN110287800B (en) * 2019-05-29 2022-08-16 河海大学 Remote sensing image scene classification method based on SGSE-GAN

Also Published As

Publication number Publication date
US11403349B2 (en) 2022-08-02
US11768866B2 (en) 2023-09-26
US20220342941A1 (en) 2022-10-27
US20200151222A1 (en) 2020-05-14

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