• 제목/요약/키워드: Information Security Performance Analysis

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Design of a Lightweight Security Protocol Using Post Quantum Cryptography (양자내성암호를 활용한 경량 보안 프로토콜 설계)

  • Jang, Kyung Bae;Sim, Min Joo;Seo, Hwa Jeong
    • KIPS Transactions on Computer and Communication Systems
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    • v.9 no.8
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    • pp.165-170
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    • 2020
  • As the IoT (Internet of Things) era is activated, a lot of information including personal information is being transmitted through IoT devices. For information protection, it is important to perform cryptography communication, and it is required to use a lightweight security protocol due to performance limitations. Currently, most of the encryption methods used in the security protocol use RSA and ECC (Elliptic Curve Cryptography). However, if a high performance quantum computer is developed and the Shor algorithm is used, it can no longer be used because it can easily solve the stability problems based on the previous RSA and ECC. Therefore, in this paper, we designed a security protocol that is resistant to the computational power of quantum computers. The code-based crypto ROLLO, which is undergoing the NIST (National Institute of Standards and Technology) post quantum cryptography standardization, was used, and a hash and XOR computation with low computational consumption were used for mutual communication between IoT devices. Finally, a comparative analysis and safety analysis of the proposed protocol and the existing protocol were performed.

A Study for the Designing and Efficiency Measuring Methods of Integrated Multi-level Network Security Domain Architecture (Multi-level 네트워크의 보안 도메인을 위한 통합 아키텍쳐 설계 및 효율성 측정방법 연구)

  • Na, Sang Yeob;Noh, Si Choon
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.4
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    • pp.87-97
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    • 2009
  • Internet network routing system is used to prevent spread and distribution of malicious data traffic. This study is based on analysis of diagnostic weakness structure in the network security domain. We propose an improved integrated multi-level protection domain for in the internal route of groupware. This paper's protection domain is designed to handle the malicious data traffic in the groupware and finally leads to lighten the load of data traffic and improve network security in the groupware. Infrastructure of protection domain is transformed into five-stage blocking domain from two or three-stage blocking. Filtering and protections are executed for the entire server at the gateway level and internet traffic route ensures differentiated protection by dividing into five-stage. Five-stage multi-level network security domain's malicious data traffic protection performance is better than former one. In this paper, we use a trust evaluation metric for measuring the security domain's performance and suggested algorithm.

For Improving Security Log Big Data Analysis Efficiency, A Firewall Log Data Standard Format Proposed (보안로그 빅데이터 분석 효율성 향상을 위한 방화벽 로그 데이터 표준 포맷 제안)

  • Bae, Chun-sock;Goh, Sung-cheol
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.30 no.1
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    • pp.157-167
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    • 2020
  • The big data and artificial intelligence technology, which has provided the foundation for the recent 4th industrial revolution, has become a major driving force in business innovation across industries. In the field of information security, we are trying to develop and improve an intelligent security system by applying these techniques to large-scale log data, which has been difficult to find effective utilization methods before. The quality of security log big data, which is the basis of information security AI learning, is an important input factor that determines the performance of intelligent security system. However, the difference and complexity of log data by various product has a problem that requires excessive time and effort in preprocessing big data with poor data quality. In this study, we research and analyze the cases related to log data collection of various firewall. By proposing firewall log data collection format standard, we hope to contribute to the development of intelligent security systems based on security log big data.

User Identification Using Real Environmental Human Computer Interaction Behavior

  • Wu, Tong;Zheng, Kangfeng;Wu, Chunhua;Wang, Xiujuan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.6
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    • pp.3055-3073
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    • 2019
  • In this paper, a new user identification method is presented using real environmental human-computer-interaction (HCI) behavior data to improve method usability. User behavior data in this paper are collected continuously without setting experimental scenes such as text length, action number, etc. To illustrate the characteristics of real environmental HCI data, probability density distribution and performance of keyboard and mouse data are analyzed through the random sampling method and Support Vector Machine(SVM) algorithm. Based on the analysis of HCI behavior data in a real environment, the Multiple Kernel Learning (MKL) method is first used for user HCI behavior identification due to the heterogeneity of keyboard and mouse data. All possible kernel methods are compared to determine the MKL algorithm's parameters to ensure the robustness of the algorithm. Data analysis results show that keyboard data have a narrower range of probability density distribution than mouse data. Keyboard data have better performance with a 1-min time window, while that of mouse data is achieved with a 10-min time window. Finally, experiments using the MKL algorithm with three global polynomial kernels and ten local Gaussian kernels achieve a user identification accuracy of 83.03% in a real environmental HCI dataset, which demonstrates that the proposed method achieves an encouraging performance.

A Firm's Environmental Determinants Impacting the Information Security Management and the Moderating Effects of Regulatory Influence (정보보안관리에 영향을 미치는 기업환경요소와 규제자 영향의 조절효과)

  • Kim, Sang-Hyun;Kim, Geun-A
    • Journal of the Korean Operations Research and Management Science Society
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    • v.37 no.3
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    • pp.79-94
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    • 2012
  • According to the higher dependence of contemporary firms on data digitalization and the information technology, the role and importance of Information Security Management (ISM) is getting higher. Thus, there is a need to arrange proper procedure and a series of device within the organization in order to reduce diverse security risks, which take place from the inside and the outside of firm. In other words, prior examination for reinforcing recognition of ISM, and of a systematic performance method in the refined form is important. This study investigate the key variables influencing the ISM. Thus, this study suggests firm environmental factors that include four exogenous variables, market volatility, task interdependence, perceived benefits, and coordination mechanism affecting awareness of ISM. In addition, it proposes a concept of the ISM process with awareness, development, and performance, and examines the moderating effects of regulatory influence. The research model was tested by using Structural Equation Modeling, via SmartPLS 2.0 analysis on a sample collected from 186 employees in various industries. The research results provide the evidence that supports the tested hypotheses except significance of coordination mechanism. The implications of the findings suggest a new theoretical framework of the ISM and offers important solutions for the practical application guidelines.

Structure Analysis of ARS Cryptoprocessor based on Network Environment (네트워크 환경에 적합한 AES 암호프로세서 구조 분석)

  • Yun, Yeon-Sang;Jo, Kwang-Doo;Han, Seon-Kyoung;You, Young-Gap;Kim, Yong-Dae
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.15 no.5
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    • pp.3-11
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    • 2005
  • This paper presents a performance analysis model based on an M/M/1 queue and Poisson distribution of input data traffic. The simulation on a pipelined AES system with processing rate of 10 rounds per clock shows $4.0\%$ higher performance than a non-pipelined version consuming 10 clocks per transaction. Physical implementation of pipelined AES with FPGA takes 3.5 times bigger gate counts than the non-pipelined version whereas the pipelined version yields only $3.5\%$ performance enhancement. The proposed analysis model can be used to optimize cost-performance of AES hardware designs.

Delay Analysis on Secure Data Communications (안전한 데이터 통신에서의 지연분석)

  • 신상욱;이경현
    • Proceedings of the Korea Institutes of Information Security and Cryptology Conference
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    • 1996.11a
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    • pp.326-335
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    • 1996
  • In this paper, we quantify the tradeoff between security and performance in secure data communication systems based on the queueing theory, and propose the optimization methods, such as the preprocessing, a message segmentation, compression, integration of compression and encryption and integration of user authentication and access control, which are able to reduce the delay induced by the security mechanisms and protocols. Moreover, we analyze the average delay for the secure data communication systems through the computer simulations, which are modeled by M/M/1, M/E$_2$/1 and M/H$_2$/1 queueing systems, respectively. We consider the DES, RSA digital signature and the combination of IDEA and RSA as security mechanisms for applying security services.

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Secure Membership Protocol for ZigBee Network (ZigBee 네트워크에서의 안전한 멤버쉽 프로토콜)

  • Kim, Bong-Hwan;Park, Chang-Seop
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.23 no.3
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    • pp.405-416
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    • 2013
  • ZigBee is a wireless sensor network protocol recognized as a next-generation standard infrastructure for WBAN and Smart Grid. Security plays an important role in several ZigBee applications. Especially, strict membership control should be enforced when the membership is changed during the join and leave operations in ZigBee. In this paper, we investigate the security weakness of the current leave operation in ZigBee and propose a new security scheme to address it as well as its security and performance analysis.

A Study on the security improvement between different mobile terminal Using All-IP in Wireless Network (All-IP망에서 다기종 Mbile단말기 간 보안개선에 관한 연구)

  • Byun, Byung-Kil;Lee, Ki-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.730-733
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    • 2010
  • Mobile handsets with all applicable Internet Protocol brought communication channels between the easy and rapid development. But this time that the security is part of the most vulnerable points. All IP-network currently being presented to analyze the current state of integration technology, and two kinds of terminal interworking between networks of different security systems are likely to occur in the course of the various security threats, vulnerabilities and expectations regarding possible measures to consider more stringent security technologies and performance analysis the present study.

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A Study on the BIL Bitstream Reverse-Engineering Tool-Chain Analysis (BIL 비트스트림 역공학 도구 분석 연구)

  • Yoon, Junghwan;Seo, Yezee;Kim, Hoonkyu;Kwon, Taekyoung
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.28 no.2
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    • pp.287-293
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    • 2018
  • Field Programmable Gate Array (FPGA) is widely used in a variety of fields because of its ability to be programmed as desired. However, when an externally implemented program is loaded on FPGA in the form of a bitstream, there is a possibility that hardware Trojans which cause malfunctions or leak information may be included. For this reason, bitstream reverse engineering is essential, and therefore related research has been conducted, such as BIL. In this paper, we analyze the BIL bitstream reverse engineering tool, which is the most representative algorithm, regarding its performance and limitations.