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1. (WO2019066099) SYSTEM FOR DETECTING ABNORMAL BEHAVIOR ON BASIS OF INTEGRATED ANALYSIS MODEL, AND METHOD THEREFOR
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Pub. No.: WO/2019/066099 International Application No.: PCT/KR2017/010760
Publication Date: 04.04.2019 International Filing Date: 27.09.2017
IPC:
H04L 29/06 (2006.01) ,H04L 12/24 (2006.01) ,G06N 99/00 (2010.01)
H ELECTRICITY
04
ELECTRIC COMMUNICATION TECHNIQUE
L
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
29
Arrangements, apparatus, circuits or systems, not covered by a single one of groups H04L1/-H04L27/136
02
Communication control; Communication processing
06
characterised by a protocol
H ELECTRICITY
04
ELECTRIC COMMUNICATION TECHNIQUE
L
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
12
Data switching networks
02
Details
24
Arrangements for maintenance or administration
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
99
Subject matter not provided for in other groups of this subclass
Applicants:
(주)알티캐스트 ALTICAST CORPORATION [KR/KR]; 서울시 서초구 반포대로27길 16, 6층 6th Fl., 16, Banpo-daero 27-gil Seocho-gu Seoul 06655, KR
Inventors:
조창훈 CHO, Chang Hoon; KR
민정기 MIN, Jung Ki; KR
Agent:
김연권 KIM, Youn Gwon; KR
Priority Data:
10-2017-012501427.09.2017KR
Title (EN) SYSTEM FOR DETECTING ABNORMAL BEHAVIOR ON BASIS OF INTEGRATED ANALYSIS MODEL, AND METHOD THEREFOR
(FR) SYSTÈME DE DÉTECTION DE COMPORTEMENT ANORMAL SUR LA BASE D'UN MODÈLE D'ANALYSE INTÉGRÉ, ET PROCÉDÉ ASSOCIÉ
(KO) 통합된 분석 모델에 기초하여 이상 행동을 감지하는 시스템 및 그 방법
Abstract:
(EN) The present invention is a technology relating to a system for detecting an abnormal behavior and a method therefor. The system for detecting an abnormal behavior, according to one embodiment, comprises: an information reception unit for receiving usage information based on the use of digital content; a model generation unit for generating, by machine-learning the received usage information, an analysis model for detecting the abnormal behavior on the basis of the use of the digital content; a model transmission unit for transmitting the analysis model to a cloud server; and an abnormal behavior detection unit for receiving an integrated analysis model from the cloud server and detecting the abnormal behavior on the basis of the integrated analysis model and/or the generated analysis model, wherein the cloud server collects the transmitted analysis model and generates the integrated analysis model by machine-learning the collected analysis model.
(FR) La présente invention concerne une technologie relative à un système de détection d'un comportement anormal, et un procédé associé. Le système de détection d'un comportement anormal selon un mode de réalisation de l’invention comprend : une unité de réception d'informations pour recevoir des informations d'utilisation sur la base de l'utilisation d'un contenu numérique ; une unité de génération de modèle pour générer, par un apprentissage automatique des informations d'utilisation reçues, un modèle d'analyse pour détecter le comportement anormal sur la base de l'utilisation du contenu numérique ; une unité de transmission de modèle pour transmettre le modèle d'analyse à un serveur en nuage ; et une unité de détection de comportement anormal pour recevoir, du serveur en nuage, un modèle d'analyse intégré et détecter le comportement anormal sur la base du modèle d'analyse intégré et/ou du modèle d'analyse généré, le serveur en nuage collectant le modèle d'analyse transmis et générant le modèle d'analyse intégré par l’apprentissage automatique du modèle d'analyse collecté.
(KO) 본 발명은 이상 행동을 감지하는 시스템 및 그 방법에 관한 기술로서, 일실시예에 따른 이상 행동을 감지하는 시스템은 디지털 컨텐츠의 이용에 따른 사용 정보를 수신하는 정보 수신부와, 수신한 사용 정보를 기계 학습하여 디지털 컨텐츠의 이용에 따른 이상 행동을 감지하기 위한 분석 모델을 생성하는 모델 생성부와, 분석 모델을 클라우드 서버로 전송하는 모델 송신부 및 클라우드 서버로부터 통합된 분석 모델을 수신하고, 통합된 분석 모델 및 생성한 분석 모델 중에서 적어도 하나에 기초하여 이상 행동을 감지하는 이상 행동 감지부를 포함하고, 클라우드 서버는 전송되는 분석 모델을 수집하고, 수집한 분석 모델을 기계 학습하여 통합된 분석 모델을 생성한다.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: Korean (KO)
Filing Language: Korean (KO)