• Title/Summary/Keyword: leakage of personal information

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Optimal Machine Learning Model for Detecting Normal and Malicious Android Apps (안드로이드 정상 및 악성 앱 판별을 위한 최적합 머신러닝 기법)

  • Lee, Hyung-Woo;Lee, HanSeong
    • Journal of Internet of Things and Convergence
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    • v.6 no.2
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    • pp.1-10
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    • 2020
  • The mobile application based on the Android platform is simple to decompile, making it possible to create malicious applications similar to normal ones, and can easily distribute the created malicious apps through the Android third party app store. In this case, the Android malicious application in the smartphone causes several problems such as leakage of personal information in the device, transmission of premium SMS, and leakage of location information and call records. Therefore, it is necessary to select a optimal model that provides the best performance among the machine learning techniques that have published recently, and provide a technique to automatically identify malicious Android apps. Therefore, in this paper, after adopting the feature engineering to Android apps on official test set, a total of four performance evaluation experiments were conducted to select the machine learning model that provides the optimal performance for Android malicious app detection.

Analysis of Information Security Issues and Classification through Metaverse Infringement Cases

  • Mi-Na, Shim
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.1
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    • pp.13-22
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    • 2023
  • In the age of Web 3.0, the metaverse is emerging as a new innovative element to replace the Internet. Leading major ICT companies, it is striving to become a metaverse platform or infrastructure-oriented company. Along with the expansion of the VR and AR market, governments of each country are investing large budgets in this field. However, security concerns about metaverse are also growing. In addition to potential damage to infrastructure, platform and services, personal information leakage and privacy damage are expected to increase further. In this study, we investigated and closely analyzed cases of infringement on the infrastructure, platform, and service of Metaverse. We have clearly identified the current state of metaverse security and the characteristics of the risks of greatest concern. The research procedure is composed of a method of determining the metaverse security area for case analysis first and deriving the type of threat by area through the type of infringement. In particular, the results were mapped into Domain, Case, and Threat, and the implications of the results were analyzed. Through these results, researchers want to contribute to finding the right direction of research by clearly understanding the latest metaverse security status.

Banknote Open Platform Security Vulnerability Analysis and Security Measures (은행권 오픈플랫폼 보안취약성 분석과 보안대책)

  • Kim, Sanggeun
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.4
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    • pp.107-113
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    • 2017
  • Open platform technology in the banking industry is anticipated to impact the market very positively together with the activation of Fin Tech services. The domestic environment of payment services has been rapidly changing into the mobiles and multiple new payment services have been introduced from a variety of vendors. However, the convenience of payment always causes worsening the security, and the accidents on the security have been continued to occur such as leakage of personal information, hacking and so on upon the expansion of the industry and the market size. This study aims to analyze the status of Fin Tech open platforms and various problems of the related standard technologies, and to suggest the possible solutions. Upon the analysis results, it was confirmed that multiple solutions were required to improve the main security protocols of open platforms and to process the security functions diversely. In conclusion, the results of this study will be helpful to determine the direction of the solution on the security issues in the open platform environment of the current industry.

Analysis of Chaotic True Random Number Generator Using 0.18um CMOS Process (0.18um CMOS 공정을 사용한 카오스 난수 발생기 분석)

  • Jung, Ye-Chan;Jayawickra, Chamindra;Al-Shidaifat, AlaaDdin;Lee, Song-Wook;Kahrama, Nihan;Song, Han-Jung
    • Journal of the Korean Society of Industry Convergence
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    • v.24 no.5
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    • pp.635-639
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    • 2021
  • As times goes by, a ton of electric devices have been developing. Nowadays, there are many personal electric goods that are connected each other and have important private information such as identification, account number, passwords, and so on. As many people own at least one electric device, security of the electric devices became significant. To prevent leakage of the information, study of Chaotic TRNG, "Chaotic True Random Number Generator", protecting the information by generating random numbers that are not able to be expected, is essential. In this paper, A chaotic TRNG is introduced is simulated. The proposed Chaotic TRNG is simulated with Virtuoso &, a circuit design program of Cadence that is a software company. For simulating the mentioned Chaotic TRNG, setting values, 0V low and 3V high on Vpulse, 1.2V on V-ref, 3.3V on VDD, and 0V on VSS, are used.

Analysis of Mobile Smishing Hacking Trends and Security Measures (Mobile Smishing 해킹 동향 분석 및 보안대책)

  • Park, Dea-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.11
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    • pp.2615-2622
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    • 2015
  • Using the mobile device, such as Smartphones tablet PC, online banking and e-commerce, as well as process and to their work. While going to high availability and convenience of mobile devices castle, SNS, letters, using an email Smishing financial fraud and leakage of personal information such as crime has occurred many. Smishing smartphone accidents increased sharply from 2013, MERS infection cases, landmine provocative events, such as the delivery of Thanksgiving has occurred cleverly using social engineering techniques. In this paper, i analyze the trends in Smishing hacking attacks on mobile devices since 2014. With regard to social issues, it analyzes the process of hacking attacks Smishing leading to financial fraud to mobile users. And, in this paper, i propose a secure way and measures of financial damage for mobile Smishing hacking.

A Study on Traceback System for Pharming Attack Response (파밍 공격 대응을 위한 역추적 시스템 연구)

  • Choi, Sang-Wook;Chae, Cheol-Joo;Kim, Young-Ho;Lee, Jae-Kwang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.277-280
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    • 2008
  • Security policy that use defense system such as Intrusion Detection System or Firewall is limited to passive response that only manage important data and resources. This paper analyzes security problem and maximum of passive response, provides a responsive way to Pharming attack which is one kind of hacking. This paper also includes ICMP-based traceback system that uses ICMP traceback Message about invasion that is decided through hacking. With this paper we can intercept damage of personal information leakage and property loss that is done through Pharming attacks.

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A Study of Countermeasure against Security Risk of Fintech Services for Financial Innovation (금융혁신을 위한 핀테크 서비스의 보안 리스크 대응방안 연구)

  • Park, Jeong-Kuk;Kim, Injai
    • Knowledge Management Research
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    • v.16 no.4
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    • pp.35-45
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    • 2015
  • Fintech, which means the convergence of finance and information technology, becomes a hot topic in the financial sector. Through innovative activities on financial services, ICT(Information and Communication Technology) is integrated into the overall financial industry, and a new form of financial services could be expected to improve the existing financial system. On the other hand, fintech services are relatively vulnerable to security issues. Due to the process simplication and the channel fusion, the leakage of personal and financial informations, authentication bypass, phishing, and pharming are getting more concerned. In this study we investigated the security risk of fintech services in the viewpoints of service provider, technology adoption, and security policy. The possible countermeasures to reduce those risks are suggested because security is an important criterion for selecting financial services. This study basically offers quantification of the potential security risks and step-by-step control measures about business processes in the fintech services. The suggested security model includes user authentication, terminal security, payment information protection, API(Application Programming Interface) security, and abnormal transaction monitoring. This study might contribute to an understanding of the security risks and some possible measures for mitigating those risks on the practical perspective.

Study on Analysis and Reconstruction of Leaked Signal from USB Keyboards (USB 키보드 누설신호 분석 및 복원에 관한 연구)

  • Choi, Hyo-Joon;Lee, Ho Seong;Sim, Kyuhong;Oh, Seungsub;Yook, Jong-Gwan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.27 no.11
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    • pp.1004-1011
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    • 2016
  • In this paper, we suggested the methodology of analyzing and reconstructing of measured electromagnetic emanations from the Micro Controller Unit(MCU) chip of Universal Serial Bus(USB) keyboard. By analyzing electromagnetic emanations, entered information is found at keystroke and furthermore, information security problems such as personal information leakage and eavesdropping can be arisen. USB keyboards make the radiated signal according to the signal transmission mechanism. Electromagnetic emanations were measured by log periodic antenna and wideband receiver and were analyzed by signal processing algorithm.

Hacking Aattack Trends Analysis of Mobile Smishing and Security Measures (Mobile Smishing 해킹 공격 동향 분석 및 보안대책)

  • Park, Dea-Woo;Yang, Sung-Yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.283-284
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    • 2015
  • Smartphone, tablet PC, notebook, such as the Internet banking and electronic commerce using a mobile device, as well as process and to their work. While going to high availability and convenience of mobile devices castle, SNS, letters, using an email Smishing financial fraud and leakage of personal information such as crime has occurred many. Smishing smartphone accidents increased sharply from 2013, MERS infection cases, landmine provocative events, such as the delivery of Thanksgiving has occurred cleverly using social engineering techniques. In this paper, i analyze the trends in Smishing hacking attacks on mobile devices since 2014. With regard to social issues, it analyzes the process of hacking attacks Smishing leading to financial fraud to mobile users.

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The Effect of Technostress on Counterproductive Work Behavior (테크노스트레스가 반생산적 과업행동에 미치는 영향)

  • Lee, Jaekang;Park, Taekyung
    • Journal of Information Technology Services
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    • v.14 no.4
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    • pp.1-14
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    • 2015
  • Due to advances in information and communication technologies (ICTs) and the advent of the Smartphone, people have access to the internet and can work at any time and any where. These are however likely to cause negative effects such as the personal information leakage and invasion of privacy. Caused by negative aspects of ICTs, the stress is so-called technostress. Recently, it is reported that managers tend to task order to their subordinates using an SNS or mobile messenger on a real-time basis after office hours or even on holiday, leading to a sharp increase in technostress. While previous studies of stress indicate that it is associated with the counter-productive work behavior (CWB), no empirical evidence has shown about the relationship between technostress and CWB. This study aims to explore the effect of technostress on CWB. In addition, it seeks to clarify the moderating effect of leader-member exchange(LMX) in this relationship. Drawing on literature regarding technostress and CWB, hypotheses are developed and tested with the sample of 101 using regression analyses. Results show that technostress has a significantly positive effect on CWB, but LMX has an insignificant moderating effect in the relationship between technostress and CWB. Implications and limitations with suggestions for future studies are presented.