• Title/Summary/Keyword: Zero-Trust

Search Result 48, Processing Time 0.141 seconds

Abnormal Behavior Detection for Zero Trust Security Model Using Deep Learning (제로트러스트 모델을 위한 딥러닝 기반의 비정상 행위 탐지)

  • Kim, Seo-Young;Jeong, Kyung-Hwa;Hwang, Yuna;Nyang, Dae-Hun
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2021.05a
    • /
    • pp.132-135
    • /
    • 2021
  • 최근 네트워크의 확장으로 인한 공격 벡터의 증가로 외부자뿐 아니라 내부자를 경계해야 할 필요성이 증가함에 따라, 이를 다룬 보안 모델인 제로트러스트 모델이 주목받고 있다. 이 논문에서는 reverse proxy 와 사용자 패턴 인식 AI 를 이용한 제로트러스트 아키텍처를 제시하며 제로트러스트의 구현 가능성을 보이고, 새롭고 효율적인 전처리 과정을 통해 효과적으로 사용자를 인증할 수 있음을 제시한다. 이를 위해 사용자별로 마우스 사용 패턴, 리소스 사용 패턴을 인식하는 딥러닝 모델을 설계하였다. 끝으로 제로트러스트 모델에서 사용자 패턴 인식의 활용 가능성과 확장성을 보인다.

Trends and Implications of Cybersecurity Policies in Major Countries (주요국 사이버보안 정책 동향 및 시사점)

  • J.S. Lee;S.M. Choi;C.M. Ahn;Y. Yoo
    • Electronics and Telecommunications Trends
    • /
    • v.38 no.4
    • /
    • pp.58-69
    • /
    • 2023
  • Cyberspace is emerging as a critical domain requiring national-level governance and international cooperation owing to its potential financial and societal impacts. This research aims to investigate the cybersecurity policies from major countries for understanding with comprehensive perspectives. Global trends emphasize a comprehensive command-centered approach, with top leadership directing cybersecurity policies. Key policy areas include security across technology ecosystems, protection of critical infrastructure, and software supply chain security. Investment is being focused on zero-trust architectures, software bills, and new technologies like artificial intelligence. For countries like Korea, immediate response and adaptation to these trends are crucial to develop and enforce national cybersecurity policies.

A Study on the Establishment of Information Security Management System Based on Zero Trust Architecture (제로 트러스트 아키텍처 기반의 정보보호 관리체계 구축에 대한 연구)

  • Lee, Jin Yong;cho, wonbae;Jang, Hyoung Jin
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2022.11a
    • /
    • pp.210-212
    • /
    • 2022
  • 4차 산업혁명의 시대적 요구에 따라 스마트워크, 원격진료, 메타버스 등 원격 접속 기반의 사회 인프라 환경이 확산되고 있으며, 코로나19는 이와 같은 원격접속 환경을 가속화하였다. 원격 접속 환경에서는 공간, 시간, 단말 등의 제약으로부터 비교적 자유롭게 기업 내부의 중요 자원 및 서비스를 이용할 수 있기 때문에 노동 생산성을 증대시킨다는 이점은 있으나, 충분히 검증받지 않은 작업 환경이기 때문에 보안적 측면에서는 문제를 야기시킬 수 있다. 또한 전통적인 정보보호 관리체계에서는 원격접속 환경은 허용하지 않거나 최소화한다는 기본 사상을 바탕으로 설계되어 있기 정보보호 전략적 한계가 존재한다. 본 논문에서는 이와 같은 정보보호 전략적 한계를 개선하기 위해 제로 트러스트 아키텍처 기반의 정보보호 관리체계 구축에 대한 방안을 제언한다.

Consideration of Digital Platform Government with Zero Trust (제로트러스트 관점으로 본 디지털플랫폼정부 고려 사항)

  • Jung-Hyun Mok;Sokjoon Lee
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2023.11a
    • /
    • pp.1187-1188
    • /
    • 2023
  • 인공지능·데이터·클라우드 등 혁신적인 기술로 새로운 사회 구조를 만드는 시대가 도래하면서 현 정부 핵심 국정과제 중 하나로 디지털플랫폼정부(DPG) 구현이 언급되었다. DPG는 수많은 공공 데이터를 관리하고 있으며, 중요·민감 데이터의 안전성을 유지하기 위한 신보안체계로서 '제로트러스트'를 고려하고 있다. 하지만 DPG에 제로트러스트 보안 개념을 적용하고자 할 경우 기업이나 정부 기관 대상의 제로트러스트와 달리 DPG는 참여 주체(정부, 민간 기업, 일반 국민 등)가 다양하고 민간 클라우드 활용을 지향하는 만큼, 이러한 특징을 고려하여 아키텍처를 설계해야 한다. 따라서, 본 논문에서는 DPG에 제로트러스트 보안 아키텍처를 도입할 경우, 고려해야 할 점을 제시한다.

A Study on the Trust Mechanism of Online Voting: Based on the Security Technologies and Current Status of Online Voting Systems (온라인투표의 신뢰 메커니즘에 대한 고찰: 온라인투표 보안기술 및 현황 분석을 중심으로)

  • Seonyoung Shim;Sangho Dong
    • Information Systems Review
    • /
    • v.25 no.4
    • /
    • pp.47-65
    • /
    • 2023
  • In this paper, we investigate how the online voting system can be a trust-based system from a technical perspective. Under four principles of voting, we finely evaluate the existing belief that offline voting is safer and more reliable than online voting based on procedural processes, technical principles. Many studies have suggested the ideas for implementing online voting system, but they have not attempted to strictly examine the technologies of online voting system from the perspective of voting requirements, and usually verification has been insufficient in terms of practical acceptance. Therefore, this study aims to analyze how the technologies are utilized to meet the demanding requirements of voting based on the technologies proven in the field. In addition to general data encryption, online voting requires more technologies for preventing data manipulation and verifying voting results. Moreover, high degree of confidentiality is required because voting data should not be exposed not only to outsiders but also to managers or the system itself. To this end, the security techniques such as Blind Signature, Bit Delegation and Key Division are used. In the case of blockchain-based voting, Mixnet and Zero-Knowledge Proof are required to ensure anonymity. In this study, the current status of the online voting system is analyzed based on the field system that actually serves. This study will enhance our understanding on online voting security technologies and contribute to build a more trust-based voting mechanism.

Improved Single Packet Authentication and Network Access Control Security Management in Software Defined Perimeter (소프트웨어 정의 경계의 단일 패킷 인증 및 네트워크 접근통제 보안관리 개선)

  • Jung, Jin-kyo;Lee, Sang-ku;Kim, Young-Min
    • The Journal of the Korea Contents Association
    • /
    • v.19 no.12
    • /
    • pp.407-415
    • /
    • 2019
  • As the IT environment changes with cloud computing and smart work, the existing perimeter security model is showing its limitations and Software Defined Perimeter is being discussed as an alternative. However, SDP Spec 1.0 does not specify the device registration procedure, policy distribution process and authentication key generation and sharing process.In this paper, we propose a method to solve the problem of SDP access control by improving the operation procedure of Single Packet Authentication. This paper suggests that the proposed method can implement a consistent and automated integrated access control policy compared to the existing access control methods.

Analysis of online food purchasing behavior: a study of Sri Lankan consumers

  • Piyumi Wijesinghe;Shashika D. Rathnayaka;Niranga Bandara;Jung Min Heo;Dinesh D. Jayasena
    • Korean Journal of Agricultural Science
    • /
    • v.50 no.4
    • /
    • pp.927-940
    • /
    • 2023
  • Online shopping has been undergoing significant developments in the South Asian region in the last decade. Using a representative sample of Sri Lankan consumers, this study explored online food purchasing behavior in Sri Lanka, a developing nation and island in South Asia. Data were collected from 562 respondents from all nine provinces in Sri Lanka using an online survey. Consumer attitudes were evaluated using factor analysis, and factor scores were added as explanatory variables to the final model. An ordered logistic regression model was used to examine the impact of consumer demographics, economic variables, and consumer attitudes on online food purchases. Online food purchasing intensity was categorized into four groups that suited ordinal rankings: zero for never, low for rarely, medium for occasionally, and high for regularly. Results indicated that age, income, education, and living in urban areas affect the online food purchasing behavior of Sri Lankan consumers. In addition, trust, convenience, and attitudes toward price were powerful drivers of online food purchasing. The findings have a number of significant managerial ramifications for creating strategies to promote online food purchases in developing South Asian nations like Sri Lanka. Moreover, promoting online shopping could be a potential solution for traffic congestion, ultimately helping to mitigate the negative externalities associated with it, such as carbon emissions and air pollution.

Improving the Security Policy Based on Data Value for Defense Innovation with Science and Technology (과학기술 중심 국방혁신을 위한 데이터 가치 기반 보안정책 발전 방향)

  • Heungsoon Park
    • Convergence Security Journal
    • /
    • v.23 no.1
    • /
    • pp.109-115
    • /
    • 2023
  • The future outlook for defense faces various and challenging environments such as the acceleration of uncertainty in the global security landscape and limitations in domestic social and economic conditions. In response, the Ministry of National Defense seeks to address the problems and threats through defense innovation based on scientific and technological advancements such as artificial intelligence, drones, and robots. To introduce advanced AI-based technology, it is essential to integrate and utilize data on IT environments such as cloud and 5G. However, existing traditional security policies face difficulties in data sharing and utilization due to mainly system-oriented security policies and uniform security measures. This study proposes a paradigm shift to a data value-based security policy based on theoretical background on data valuation and life-cycle management. Through this, it is expected to facilitate the implementation of scientific and technological innovations for national defense based on data-based task activation and new technology introduction.