• Title/Summary/Keyword: security modeling

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Cyber threat Detection and Response Time Modeling (사이버 위협 탐지대응시간 모델링)

  • Han, Choong-Hee;Han, ChangHee
    • Journal of Internet Computing and Services
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    • v.22 no.3
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    • pp.53-58
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    • 2021
  • There is little research on actual business activities in the field of security control. Therefore, in this paper, we intend to present a practical research methodology that can contribute to the calculation of the size of the appropriate input personnel through the modeling of the threat information detection response time of the security control and to analyze the effectiveness of the latest security solutions. The total threat information detection response time performed by the security control center is defined as TIDRT (Total Intelligence Detection & Response Time). The total threat information detection response time (TIDRT) is composed of the sum of the internal intelligence detection & response time (IIDRT) and the external intelligence detection & response time (EIDRT). The internal threat information detection response time (IIDRT) can be calculated as the sum of the five steps required. The ultimate goal of this study is to model the major business activities of the security control center with an equation to calculate the cyber threat information detection response time calculation formula of the security control center. In Chapter 2, previous studies are examined, and in Chapter 3, the calculation formula of the total threat information detection response time is modeled. Chapter 4 concludes with a conclusion.

Analysis of trends in information security using LDA topic modeling

  • Se Young Yuk;Hyun-Jong Cha;Ah Reum Kang
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.7
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    • pp.99-107
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    • 2024
  • In an environment where computer-related technologies are rapidly changing, cyber threats continue to emerge as they are advanced and diversified along with new technologies. Therefore, in this study, we would like to collect security-related news articles, conduct LDA topic modeling, and examine trends. To that end, news articles from January 2020 to August 2023 were collected and major topics were derived through LDA analysis. After that, the flow by topic was grasped and the main origin was analyzed. The analysis results show that ransomware attacks in 2021 and hacking of virtual asset exchanges in 2023 are major issues in the recent security sector. This allows you to check trends in security issues and see what research should be focused on in the future. It is also expected to be able to recognize the latest threats and support appropriate response strategies, contributing to the development of effective security measures.

A Study on the Influence of Organizational Information Security Goal Setting and Justice on Security Policy Compliance Intention (조직의 정보보안 목표 설정과 공정성이 보안정책 준수의도에 미치는 영향)

  • Hwang, In-Ho;Kim, Seung-Wook
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.117-126
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    • 2018
  • The threat to information security is growing globally. To this, organizations are increasing the weight of adapting and operating the more specialized information security policy and system. Information security requires participation from the employees who execute the security system and policy, and to increase the level of organization's internal security, requires organization's systematic support to improve employees' information security compliance intention. This research finds the mechanism for improving employee's information security compliance intention by applying justice theory and goal setting theory in information security. We use structural equation modeling to verify the research hypothesis, and conducted a survey on the employees of organization with information security policy. In other words, this research performs verification of the research model based hypothesis which claims that security policy goal setting has positive influence on employee's level of security related justice recognition, and claims that justice has positive influence on compliance intention. The object of study is the employees of the organization that adapts information security policy, and 383 valid samples were collected via survey. Structural equation modeling was performed to verify the research hypothesis. The result shows that security policy goal factor (goal difficulty, goal specificity) improves employee's security related justice recognition, and that security related justice (distribution, process, and information justice) has positive influence on compliance intention. The result suggests the strategic approach directions for improving employees' compliance intention on organization's security policy.

Trend and Cause of Information Security Workforce's Job Turnover (정보보호인력 직무이동의 추이 및 요인)

  • Park, Sang-Woo;Kim, Tae-Sung
    • Journal of Information Technology Services
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    • v.19 no.2
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    • pp.37-47
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    • 2020
  • A significant proportion of information subjects experience information security breaches, and the number of reports and counseling cases of personal information infringements is increasing. Increased awareness of the importance of information security has raised interest in the personnel in charge of such tasks. However, hiring excellent new workers and preventing turnovers in information security remain unresolved. In this paper, by modeling the job career path of information security workforce as a Markov chain, we analyze the workforce turnover process and long-term turnover trends by information security jobs, and further analyze the number and duration of turnovers required to engage in specific jobs. The results of this study are expected to be a reference to balancing the supply and demand of information security workers for the government and to ensuring efficient management of the workforce for businesses.

The Effects of Information Security Policies, Security Controls and User's Characteristics on Anti-Virus Security Effectiveness (정보보안정책, 보안통제 및 사용자특성이 정보보안효과에 미치는 영향: 컴퓨터 바이러스를 중심으로)

  • Kim Jong-Ki;Jeon Jin-Hwan;Lim Ho-Seob
    • The Journal of Information Systems
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    • v.15 no.1
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    • pp.145-168
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    • 2006
  • Current computer viruses are one of the most serious problems in information age due to their potential demage and impact on use of information systems. To make the problem worse, virus development technology has been advanced rapidly, and use of network systems has expanded widely. Therefore computer viruses are much more complex and use of anti-virus software(AV S/W) is not enough to prrevent virus incidents. It implies that computer viruses as well as other information security matters are not solely a technical problem but also a managerial one. This study emphasized on computer virus controls from managerial perspective of information security and investigated factors influencing the effectiveness of computer virus controls. Organization's comprehensive security policies provide guidelines on how organization or individual can protect themselves from computer viruses. Especially, user's education has positive impact on user's security related characteristics. Based on the analysis of research model using structural equation modeling technique, security policies were influencing security controls and improving user's computer viruses related awareness. Also security controls had positive impact on security effectiveness. However, no significant relationship was found between user's security related characteristics and security effectiveness.

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The Effects of Security Policies, Security Awareness and Individual Characteristics on Password Security Effectiveness (보안정책, 보안의식, 개인적 특성이 패스워드 보안효과에 미치는 영향)

  • Kim, Jong-Ki;Kang, Da-Yeon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.18 no.4
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    • pp.123-133
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    • 2008
  • Information securiry is considered important due to the side effect generated from the expansion of information system and rapid increase of the use of internet. Nevertheless, we are getting unconscious of the importance of information security. The purpose of this research is to empirically analyze that the effects of security policies, security awareness and individual characteristics on password security effectiveness. Based on the analysis of research model using structural equation modeling technique, security policies were influencing individual characteristics and improving user's security awareness. Also individual characteristics and security awareness had positive impact on security effectiveness.

Secured Verification of Intrusion Prevention System Security Model Based on CPNs (CPN 기반의 침입방지시스템 보안모델의 안정성 검증)

  • Lee, Moon-Goo
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.3
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    • pp.76-81
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    • 2011
  • Intrusion prevention systems (IPS) are important solution about solved problems for inside system security or outsider attacks. When introduce this system, first consideration item is secured rather than multiple function. Colored Petri Nets (CPNs) used that in order to secured verification for user authentication function of intrusion prevention system security model. CPNs is a graphical modeling language suitable for modeling distributed, concurrent, deterministic or non-deterministic systems with synchronous. Like these CPNs was expressed every possible state and occurrence graph. Secured of IPS security model was verified because expression every state using CPN tool and as a result of analyzing the occurrence graph was without a loop or interruption.

The ISO the research also the ISMS security maturity of 27001 regarding a measurement modeling (ISO 27004 information security management measurement and metric system) (ISO 27001의 ISMS 보안성숙도 측정 모델링에 관한 연구 (ISO 27004 정보보호관리 측정 및 척도 체계))

  • Kim, Tai-Dal
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.6
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    • pp.153-160
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    • 2007
  • Recently, the demand against the system risk analysis and security management from the enterprises or the agencies which operate a information system is increasing even from domestic. The international against the standardization trend of information protection management system it investigates from the dissertation which it sees. It analyzed and against information property information protection management system integrated it will be able to manage a danger modeling it did it proposed. Having analyzed as well as compared the matureness of security-measurement models in regard to the global standard of proposal system, the administrative presentation for various IT technology resources. which have been managed singly so far, is now well applied under the united control of the company itself, and enabled the automated management of authentication support and renewal for ISO 27001, ISO 9000, ISO 14000, resulting in much advanced operation for both material and human resources.

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Derivation of Security Requirements of Smart TV Based on STRIDE Threat Modeling (STRIDE 위협 모델링에 기반한 스마트 TV 보안 요구사항 도출)

  • Oh, In-Kyung;Seo, Jae-Wan;Lee, Min-Kyu;Lee, Tae-Hoon;Han, Yu-Na;Park, Ui-Seong;Ji, Han-Byeol;Lee, Jong-Ho;Cho, Kyu-Hyung;Kim, Kyounggon
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.30 no.2
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    • pp.213-230
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    • 2020
  • As smart TVs have recently emerged as the center of the IoT ecosystem, their importance is increasing. If a vulnerability occurs within a smart TV, there is a possibility that it will cause financial damage, not just in terms of privacy invasion and personal information leakage due to sniffing and theft. Therefore, in this paper, to enhance the completeness of smart TV vulnerability analysis, STRIDE threat classification are used to systematically identify threats. In addition, through the manufacture of the Attack Tree and the actual vulnerability analysis, the effectiveness of the checklist was verified and security requirements were derived for the safe smart TV use environment.

A Study on Measurements of IT Security Service Quality : Feasibility of Quantitative Measures (IT 보안 서비스 품질의 측정 방법에 관한 연구 : 정량 지표의 사용 가능성)

  • Kyung, Ji Hoon;Kim, Chong Su
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.38 no.4
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    • pp.30-38
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    • 2015
  • IT security service provides customers with the capability of protecting the networked information asset and infrastructures, and the scope of security service is expanding from a technology-intensive task to a comprehensive protection system for IT environment. To improve the quality of this service, a research model which help assess the quality is required. Several research models have been proposed and used in various service areas, but few cases are found for IT security service. In this work, a research model for the IT security quality has been proposed, based on research models such as SERVQUAL and E-S-QUAL. With the proposed model, factors which affect the service quality and the best quality measure have been identified. And the feasibility of using quantitative measures for quality has been examined. For analysis, structural equation modeling and various statistical methods such as principal component analysis were used. The result shows that satisfaction is the most significant measure affected by the proposed quality factors. Two quality factors, fulfillment and empathy, are the main determinants of the service quality. This leads to a strategy of quality improvement based on factors of emotion and perception, not of technology. The quantitative measures are considered as promising alternative measures, when combined with other measures. In order to design reliable quantitative measures, more work should be done on target processing time and users' expectation. It is hoped that work of this research will provide efficient tools and methods to improve the quality of IT security service and help future research works for other IT service areas.