KR20230046494A - 머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템 - Google Patents

머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템 Download PDF

Info

Publication number
KR20230046494A
KR20230046494A KR1020210129546A KR20210129546A KR20230046494A KR 20230046494 A KR20230046494 A KR 20230046494A KR 1020210129546 A KR1020210129546 A KR 1020210129546A KR 20210129546 A KR20210129546 A KR 20210129546A KR 20230046494 A KR20230046494 A KR 20230046494A
Authority
KR
South Korea
Prior art keywords
url
machine learning
analysis target
category
target url
Prior art date
Application number
KR1020210129546A
Other languages
English (en)
Korean (ko)
Inventor
김영중
노주영
Original Assignee
(주)모니터랩
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 (주)모니터랩 filed Critical (주)모니터랩
Priority to KR1020210129546A priority Critical patent/KR20230046494A/ko
Priority to PCT/KR2022/009723 priority patent/WO2023054858A1/fr
Publication of KR20230046494A publication Critical patent/KR20230046494A/ko

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/901—Indexing; Data structures therefor; Storage structures
    • 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
    • G06F16/906—Clustering; Classification
    • 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
    • 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
    • G06F16/955—Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020210129546A 2021-09-30 2021-09-30 머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템 KR20230046494A (ko)

Priority Applications (2)

Application Number Priority Date Filing Date Title
KR1020210129546A KR20230046494A (ko) 2021-09-30 2021-09-30 머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템
PCT/KR2022/009723 WO2023054858A1 (fr) 2021-09-30 2022-07-06 Procédé et système de classification automatique de catégorie d'url en fonction d'un apprentissage automatique

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020210129546A KR20230046494A (ko) 2021-09-30 2021-09-30 머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템

Publications (1)

Publication Number Publication Date
KR20230046494A true KR20230046494A (ko) 2023-04-06

Family

ID=85783049

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020210129546A KR20230046494A (ko) 2021-09-30 2021-09-30 머신러닝 기반 url 카테고리 자동 분류 방법 및 시스템

Country Status (2)

Country Link
KR (1) KR20230046494A (fr)
WO (1) WO2023054858A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102580512B1 (ko) * 2023-04-12 2023-09-20 (주)유알피 자동 문장 클러스터링 딥러닝 모델 학습을 위한 자동화된 rpa 학습 장치 및 방법

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116188120B (zh) * 2023-04-28 2023-07-25 北京华阅嘉诚科技发展有限公司 一种有声书的推荐方法、装置、系统及存储介质

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100848319B1 (ko) * 2006-12-07 2008-07-24 한국전자통신연구원 웹 구조정보를 이용한 유해 사이트 차단 방법 및 장치
US8521667B2 (en) * 2010-12-15 2013-08-27 Microsoft Corporation Detection and categorization of malicious URLs
KR101922144B1 (ko) * 2017-04-12 2019-02-20 김승민 키워드 라벨링의 학습화를 통한 불법/유해 정보에 대한 차단 방법 및 이를 수행하는 장치
KR102169143B1 (ko) * 2019-04-10 2020-10-23 인천대학교 산학협력단 유해 콘텐츠 웹 페이지 url 필터링 장치
KR102516454B1 (ko) * 2019-11-06 2023-03-30 삼성에스디에스 주식회사 Url 클러스터링을 위한 url의 요약을 생성하는 방법 및 장치

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102580512B1 (ko) * 2023-04-12 2023-09-20 (주)유알피 자동 문장 클러스터링 딥러닝 모델 학습을 위한 자동화된 rpa 학습 장치 및 방법

Also Published As

Publication number Publication date
WO2023054858A1 (fr) 2023-04-06

Similar Documents

Publication Publication Date Title
Chawla et al. Host based intrusion detection system with combined CNN/RNN model
US11275900B2 (en) Systems and methods for automatically assigning one or more labels to discussion topics shown in online forums on the dark web
Buber et al. NLP based phishing attack detection from URLs
Kiruthiga et al. Phishing websites detection using machine learning
WO2023054858A1 (fr) Procédé et système de classification automatique de catégorie d'url en fonction d'un apprentissage automatique
CN107547490B (zh) 一种扫描器识别方法、装置及系统
Wang et al. Representing fine-grained co-occurrences for behavior-based fraud detection in online payment services
KR102060766B1 (ko) 다크웹 범죄 사이트 모니터링 시스템
Liu et al. An efficient multistage phishing website detection model based on the CASE feature framework: Aiming at the real web environment
Halder et al. Hands-On Machine Learning for Cybersecurity: Safeguard your system by making your machines intelligent using the Python ecosystem
Yang et al. Scalable detection of promotional website defacements in black hat {SEO} campaigns
Wang et al. Game of Missuggestions: Semantic Analysis of Search-Autocomplete Manipulations.
Pan et al. Webshell detection based on executable data characteristics of php code
Abdulrahaman et al. Phishing attack detection based on random forest with wrapper feature selection method
Bollinger Analyzing cookies compliance with the GDPR
Alshammery et al. Crawling and mining the dark web: A survey on existing and new approaches
Al-talak et al. Detecting server-side request forgery (SSRF) attack by using deep learning techniques
Sushma et al. Deep learning for phishing website detection
KR102357630B1 (ko) 제어시스템 보안이벤트의 공격전략 분류 장치 및 방법
Chen et al. Retrieving potential cybersecurity information from hacker forums
Tong et al. Detecting gambling sites from post behaviors
Millar et al. Optimising vulnerability triage in dast with deep learning
Ram Naresh Yadav et al. A vector space model approach for web attack classification using machine learning technique
Li et al. A Malicious Webpage Detection Algorithm Based on Image Semantics.
Rajaram et al. Scope of visual-based similarity approach using convolutional neural network on phishing website detection