• 제목/요약/키워드: Data Security

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A Model to Investigate the Security Challenges and Vulnerabilities of Cloud Computing Services in Wireless Networks

  • Desta Dana Data
    • International Journal of Computer Science & Network Security
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    • 제23권10호
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    • pp.107-114
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    • 2023
  • The study provides the identification of vulnerabilities in the security issues by Wireless Network. To achieve it the research focus on packet flow analysis, end to end data communication, and the security challenges (Cybercrime, insider threat, attackers, hactivist, malware and Ransomware). To solve this I have used the systematic literature review mechanisms and demonstrative tool namely Wireshark network analyzer. The practical demonstration identifies the packet flow, packet length time, data flow statistics, end- to- end packet flow, reached and lost packets in the network and input/output packet statics graphs. Then, I have developed the proposed model that used to secure the Wireless network solution and prevention vulnerabilities of the network security challenges. And applying the model that used to investigate the security challenges and vulnerabilities of cloud computing services is used to fulfill the network security goals in Wireless network. Finally the research provides the model that investigate the security challenges and vulnerabilities of cloud computing services in wireless networks

Data Security on Cloud by Cryptographic Methods Using Machine Learning Techniques

  • Gadde, Swetha;Amutharaj, J.;Usha, S.
    • International Journal of Computer Science & Network Security
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    • 제22권5호
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    • pp.342-347
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    • 2022
  • On Cloud, the important data of the user that is protected on remote servers can be accessed via internet. Due to rapid shift in technology nowadays, there is a swift increase in the confidential and pivotal data. This comes up with the requirement of data security of the user's data. Data is of different type and each need discrete degree of conservation. The idea of data security data science permits building the computing procedure more applicable and bright as compared to conventional ones in the estate of data security. Our focus with this paper is to enhance the safety of data on the cloud and also to obliterate the problems associated with the data security. In our suggested plan, some basic solutions of security like cryptographic techniques and authentication are allotted in cloud computing world. This paper put your heads together about how machine learning techniques is used in data security in both offensive and defensive ventures, including analysis on cyber-attacks focused at machine learning techniques. The machine learning technique is based on the Supervised, UnSupervised, Semi-Supervised and Reinforcement Learning. Although numerous research has been done on this topic but in reference with the future scope a lot more investigation is required to be carried out in this field to determine how the data can be secured more firmly on cloud in respect with the Machine Learning Techniques and cryptographic methods.

데이터 보호를 위한 파일시스템 기반의 SecureOS Module에 관한 연구 (Research on SecureOS Module Based on File System for Data Protection)

  • 장용구;김인철;류지송
    • 한국지리정보학회지
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    • 제26권4호
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    • pp.67-79
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    • 2023
  • 노트북, 스마트 기기 및 다양한 IoT 장비를 통한 서비스 환경은 매우 빠르게 발달하고 있다. 이러한 인터넷 환경에서 최근의 보안 대책은 주로 네트워크 응용 수준의 보안 대책인 방화벽(침입 차단 시스템-Firewall)과 IDS(침입 탐지 시스템-Intrusion Detection System)으로 이루어지고 있다. 또한, 최근에는 다양한 보안 데이터의 현장 활용이 이루어지고 있고 이런 보안 데이터의 관리와 파기에 대한 이슈 소요가 제기되고 있다. 이러한 보안 데이터의 관리를 위해 문서보안(DRM:Digital Rights Management)이나 데이터 손실 방지 솔루션(DLP:Data Loss Prevention)과 같은 제품이 사용되고 있다. 그러나 이런 보안 대책에도 사용성 문제로 인해 현장에서 사용하기 위해 반출된 데이터 보안 대책은 대부분 환경에서 해당 데이터를 암호화하여 전달하고 저장하는 정도로 운영되고 있으며, 암호키 관리나 데이터의 파기에 관한 대책이 미흡한 것이 현실이다. 이러한 문제점을 기반하여 OS 기반의 보안 모듈을 제공함으로써 사용자는 동일한 인터페이스로 보안 데이터를 관리 운영할 수 있는 SecureOS Module을 제시하고자 한다.

위성 통신망 보안 위협요소 분석 및 보안망 구조에 관한 연구 (A Study on Security Threat Elements Analysis and Security Architecture in Satellite Communication Network)

  • 손태식;최홍민;채송화;서정택;유승화;김동규
    • 정보보호학회논문지
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    • 제11권4호
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    • pp.15-31
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    • 2001
  • 본 논문에서는 위성통신망의 보안 위협요소를 위성통신망의 특성과 데이터를 바탕으로 Level-0(위성 전파 신호), Level-1(위성 관제 데이터). Level-2(위성 응용 데이터) 그리고 지상망 보안 단계로 분류한다. 그리고 각 보안 단계에 대한 위협 요소를 분석한다. 그 후 도출된 위성통신망 보안 위협요소에 대한 보안 요구 사항을 신호보안과 정보보안 레벨로 나누고, 이를 근거로 기존의 신호보안 수준의 대응방안에서 벗어나 위성통신 네트워크 보안, 위성통신망 시스템 보안, 위성통신망 데이터 보안등의 정보보안 레벨에서 정보보호 정책을 통한 위성통신망 보안 위협요소 대응방안을 수립한다. 이와 같은 정보보호 정책 기반의 대응방안을 통해 본 논문에서는 안전한 위성통신망 보안 구조를 제안한다.

Private Blockchain-Based Secure Access Control for Smart Home Systems

  • Xue, Jingting;Xu, Chunxiang;Zhang, Yuan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권12호
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    • pp.6057-6078
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    • 2018
  • Smart home systems provide a safe, comfortable, and convenient living environment for users, whereby users enjoy featured home services supported by the data collected and generated by smart devices in smart home systems. However, existing smart devices lack sufficient protection in terms of data security and privacy, and challenging security and privacy issues inevitably emerge when using these data. This article aims to address these challenging issues by proposing a private blockchain-based access control (PBAC) scheme. PBAC involves employing a private blockchain to provide an unforgeable and auditable foundation for smart home systems, that can thwart illegal data access, and ensure the accuracy, integrity, and timeliness of access records. A detailed security analysis shows that PBAC could preserve data security against various attacks. In addition, we conduct a comprehensive performance evaluation to demonstrate that PBAC is feasible and efficient.

빅데이터 개인정보 취급에 따른 문제점 분석 (Analysis of problems caused by Big Data's private information handling)

  • 최희식;조양현
    • 디지털산업정보학회논문지
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    • 제10권1호
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    • pp.89-97
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    • 2014
  • Recently, spread of Smartphones caused activation of mobile services, because of that Big Data such as clouding service able to proceed with large amount of data which are hard to collect, save, search and analyze. Many companies collected variety of private and personal information without users' agreement for their business strategy and marketing. This situation raised social issues. As companies use Big Data, numbers of damage cases are growing. In this Thesis, when Big Data process, methods of analyze and research of data are very important. This thesis will suggest that choices of security levels and algorithms are important for security of private informations. To use Big Data, it has to encrypt the personal data to emphasize the importance of security level and selection of algorithm. Thesis will also suggest that research of utilization of Big Data and protection of private informations and making guidelines for users are require for security of private information and activation of Big Data industries.

Utilizing Block chain in the Internet of Things for an Effective Security Sharing Scheme

  • Sathish C;Yesubai Rubavathi, C
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권6호
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    • pp.1600-1619
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    • 2023
  • Organizations and other institutions have recently started using cloud service providers to store and share information in light of the Internet of Things (IoT). The major issues with this storage are preventing unauthorized access and data theft from outside parties. The Block chain based Security Sharing scheme with Data Access Control (BSSDAC) was implemented to improve access control and secure data transaction operations. The goal of this research is to strengthen Data Access Control (DAC) and security in IoT applications. To improve the security of personal data, cypher text-Policy Attribute-Based Encryption (CP-ABE) can be developed. The Aquila Optimization Algorithm (AOA) generates keys in the CP-ABE. DAC based on a block chain can be created to maintain the owner's security. The block chain based CP-ABE was developed to maintain secures data storage to sharing. With block chain technology, the data owner is enhancing data security and access management. Finally, a block chain-based solution can be used to secure data and restrict who has access to it. Performance of the suggested method is evaluated after it has been implemented in MATLAB. To compare the proposed method with current practices, Rivest-Shamir-Adleman (RSA) and Elliptic Curve Cryptography (ECC) are both used.

빅데이터 플랫폼을 이용한 보안로그 분석 시스템 구현 모델 연구 (A Study on implementation model for security log analysis system using Big Data platform)

  • 한기형;정형종;이두식;채명희;윤철희;노규성
    • 디지털융복합연구
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    • 제12권8호
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    • pp.351-359
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    • 2014
  • 보안 장비에서 발생하는 로그는 그동안 ESM(Enterprise Security Management) 기반으로 통합적으로 데이터를 분석하였으나 데이터 저장 용량의 한계와 ESM자체의 데이터 처리 성능의 한계로 빅데이터 처리에 부적합하기 때문에 빅데이터 플랫폼을 이용한 보안로그 분석 기술이 필요하다. 빅데이터 플랫폼은 Hadoop Echosystem을 이용하여 대용량의 데이터 수집, 저장, 처리, 검색, 분석, 시각화 기능을 구현할 수 있다. 현재 ESM기술은 SIEM(Security Information & Event Management)방식으로 기술이 발전하고 있으며 SIEM방식의 보안기술을 구현하기 위해서는 현재 보안장비에서 발생하는 방대한 로그 데이터를 처리할 수 있는 빅데이터 플랫폼 기술이 필수적이다. 본 논문은 Hadoop Echosystem 이 가지고 있는 빅데이터 플랫폼 기술을 활용하여 보안로그를 분석하기 위한 시스템을 어떻게 구현할 수 있는지에 대한 모델을 연구하였다.

Computer Security에 관한 소고 - 사고범죄예방을 중심으로 - (A Study on Computer Security and Controls)

  • 이종철
    • 산업경영시스템학회지
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    • 제4권4호
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    • pp.25-34
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    • 1981
  • Recently there has been a marked increase in concern for security in computerized operations. The purposes of computer security controls are to protect against the unauthorized access to and modification of data processing resources, unauthorised access to and modification of data files and software, and the misuse of authorized activities. The controls relate to the physical security of the data processing department and of the areas within the data processing department : to the security of the data files, programs, and system software : and to the human interaction with the data files, programs, and system software. The controls that will be discussed in this paper include : I. Risk on the computer use. II. Methods of risk counter measure. III. Role of system auditing.

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SECURITY THREATS AND ATTACKS IN CLOUD

  • Mohammed, Asma;Al khathami, Jamilah;Alhakami, Wajdi
    • International Journal of Computer Science & Network Security
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    • 제21권1호
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    • pp.184-191
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    • 2021
  • The amount of information and data in the digital era is increasing tremendously. Continuous online connectivity is generating a massive amount of data that needs to store in computers and be made available as and when required. Cloud computing technology plays a pivotal role in this league. Cloud computing is a term that refers to computer systems, resources and online services that aim to protect and manage data in an effective, more efficient and easy way. Cloud computing is an important standard for maintaining the integrity and security of sensitive data and information for organizations and individuals. Cloud security is one of the most important challenges that the security of the entire cloud system depends on. Thus, the present study reviews the security challenges that exist in cloud computing, including attacks that negatively affect cloud resources. The study also addresses the most serious threats that affect cloud security. We also reviewed several studies, specifically those from 2017-20, that cited effective mechanisms to protect authentication, availability and connection security in the cloud. The present analysis aims to provide solutions to the problems and causes of cloud computing security system violations, which can be used now and developed in the future.