A Third-Party Intelligent System for Preventing Call Phishing and Message Scams

Manh Hung Tran, Trung Ha Le Hoai, Hyunseung Choo

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

The damage from voice phishing reaches one trillion won (around 0,84 billion USD) in the past five years, following a report of Business Korea on August 28, 2018. Voice phishing and mobile phone scams are recognized as a top concern in Korea and the world in recent years. In this paper, we propose an efficient system to identify the caller and alert or prevent dangerous to users. Our system includes a mobile application and web server using client and server architecture. It aims to automatically display the information of unidentified callers and warnings to the user when they receive a call or message. A mobile application installs on a mobile phone to automatically get the caller’s phone number and send it to the server through web services to verify it. The web server applies machine learning to data on a global phone book with Blacklist and Whitelist to validate its phone number.

Original languageEnglish
Title of host publicationFuture Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 7th International Conference, FDSE 2020, Proceedings
EditorsTran Khanh Dang, Josef Küng, Makoto Takizawa, Tai M. Chung
PublisherSpringer Science and Business Media Deutschland GmbH
Pages486-492
Number of pages7
ISBN (Print)9789813343696
DOIs
StatePublished - 2020
Event7th International Conference on Future Data and Security Engineering, FDSE 2020 - Quy Nhon, Viet Nam
Duration: 25 Nov 202027 Nov 2020

Publication series

NameCommunications in Computer and Information Science
Volume1306
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference7th International Conference on Future Data and Security Engineering, FDSE 2020
Country/TerritoryViet Nam
CityQuy Nhon
Period25/11/2027/11/20

Keywords

  • Anti call phishing
  • Intelligent system
  • Machine learning

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