• KSII Transactions on Internet and Information Systems (TIIS)
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• 제11권4호
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• pp.2276-2291
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• 2017

Data protection of removable storage devices is an important issue in information security. Unfortunately, most existing data protection mechanisms are aimed at protecting computer platform which is not suitable for ultra-low-power devices. To protect the flash disk appropriately and efficiently, we propose a trust based USB flash disk, named UTrustDisk. The data protection technologies in UTrustDisk include data authentication protocol, data confidentiality protection and data leakage prevention. Usually, the data integrity protection scheme is the bottleneck in the whole system and we accelerate it by WH universal hash function and speculative caching. The speculative caching will cache the potential hot chunks for reducing the memory bandwidth pollution. We adopt the symmetric encryption algorithm to protect data confidentiality. Before mounting the UTrustDisk, we will run a trusted virtual domain based lightweight virtual machine for preventing information leakage. Besides, we prove formally that UTrustDisk can prevent sensitive data from leaking out. Experimental results show that our scheme's average writing throughput is 44.8% higher than that of NH scheme, and 316% higher than that of SHA-1 scheme. And the success rate of speculative caching mechanism is up to 94.5% since the access pattern is usually sequential.

• 한국정보통신학회논문지
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• 제23권5호
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• pp.523-532
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• 2019

마이크로 서비스 아키텍처는 매우 밀접한 비즈니스 기능을 수행하기 위한 목적으로 시스템을 소형 경량 서비스로 분할하는 것에 중점을 두고 있기 때문에 민첩성, 개발 생산성, 신뢰성, 배포 용이성에만 집중하는 경향이 있다. 마이크로 서비스 아키텍처에서 바라보는 데이터베이스는 단지 데이터를 저장하고 추출하는 파일 혹은 스토리지이며, 소프트웨어 개발 편리성과 확장성을 위해서 데이터 품질은 희생될 수 있음을 강조한다. 데이터베이스 구조와 데이터 의미를 이해하기 위해 사용되는 데이터베이스 리버스 엔지니어링은 비즈니스 의사 결정을 위한 데이터 활용을 위해 필요하다. 하지만, 데이터 품질을 경시하는 마이크로 서비스 아키텍처에서는 리버스 데이터베이스 엔지니어링 적용에 어려움이 있다. 본 연구는 해결책으로써 개념 데이터 모델 복원 시 마스터 데이터를 활용한 데이터 리버스 엔지니어링 방법을 제안한다. 적용 사례로 마이크로 서비스 아키텍처로 구현된 반품 서비스 데이터베이스에 제안 방법을 구현하여 적용 가능성을 검증하였다.

• 융합신호처리학회논문지
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• 제24권4호
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• pp.186-191
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• 2023

데이터 처리 기술은 의사결정을 위해 중요한 역할을 하며, 데이터 결측값 및 이상값 처리, 예측, 추천 모델 등이 포함 된다. 이는 모든 과정과 결과의 타당성, 신뢰성, 정확성에 대한 명확한 설명이 필요하다. 또한 의사결정트리, 추론 등을 이용한 설명가능한 모델을 통해 데이터의 문제를 해결하고, 다양한 유형의 학습을 고려하여 모델 경량화를 진행할 필요가 있다. 육하원칙을 적용한 다중 계층 마이닝 분류 방법은 데이터 전처리 후 트랜잭션에서 빈번하게 발생하는 변수와 속성 간의 다차원 관계를 발견하는 방법이다. 이는 트랜잭션에서 마이닝을 이용하여 유의미한 관계를 발견하고, 회귀분석을 통해 데이터를 모델링 하는 방법을 설명한다. 이에따라 확장 가능한 모델과 로지스틱 회귀모델을 개발하고, 데이터 정제, 관련성 분석, 데이터 변환, 데이터 증강을 통해 클래스 레이블을 생성하여 설명가능한 의사결정을 위한 미이닝 기술을 제안한다.

• 한국세라믹학회지
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• 제46권3호
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• pp.275-281
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• 2009

Porous materials were manufactured by hydrothermal treatment of waste bottle glass without foam agent. Factorial design was applied to analyze data by statistical methods and deal with the important factors for a process. The largest effect for porosity was for temperature of hydrothermal treatment. Amount of water and temperature-water interaction appeared to have little effect. The particle size of raw material was also identified as a major factor by one-way ANOVA and the porosity decreased as the size increased. The sintering temperature was not statistically significant for the porosity but was significant for the pore size. The porous material had compressive strength and thermal conductivity comparing with those of ALC (autoclaved lightweight concrete), although it has higher porosity than for ALC.

• 패션비즈니스
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• 제20권6호
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• pp.52-65
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• 2016

Presently, sleep disorders are rapidly increasing due to sudden social development and lifestyle diversification. Among the various factors contributing to comfortable sleep, bedclothes are a major factor that readily influence the sleeping conditions, as they directly come in contact with the human body. This study therefore researches use and purchasing status of bedclothes by consumers, as well as the subjective satisfaction. This would accordingly help us to understand the consumers' performance needs, and collect basic data to develop bedclothes that assist comfortable sleep. This study used multiple choice questions and a 5-point Likert scale in a survey-style research. The results of the study indicate that consumers prudently considered practicality and durability, as bedclothes are seldom purchased. The most preferred material was cotton, but the use of microfiber, a new material, has also increased. Further, consumers' preferred lightweight bedclothes that displayed excellent water absorption, thermal insulation, durability, detergency, and flexibility. Hence, bedclothes developed according to the results of this study are expected to aid comfortable sleep.

• 한국태양에너지학회 논문집
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• 제21권4호
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• pp.1-11
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• 2001

The authors carried out a study on the cooling effect of radiant cooling system using the metallic lightweight radiator for cooling energy saying in building. The radiant cooling performance was examined, analyzed, and presented through the case study. In this study, the cooling effect of various factors was analyzed, especially in a thin plate above the roof. These numerical results can be used as the basic design data for application of radiant cooling system. As a result of these researches, the system was verified to be an available cooling energy sources for improvement of indoor environment in summer. Finally, to complete the system can be suitable for Korean climate conditions, experimental study should be performed on the basis of these results.

• 한국정보과학회:학술대회논문집
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• 한국정보과학회 2007년도 한국컴퓨터종합학술대회논문집 Vol.34 No.1 (D)
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• pp.50-53
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• 2007

MIKEY(Multimedia Internet KEYing)는 IETF에서 멀티미디어 데이터 암호화를 위한 표준 키 관리 프로토콜로 제안되었으며, 미디어 암호 프로토콜인 SRTP(Secure RTP)에서 키 교환 프로토콜로 고려되고 있다. 멀티미디어 데이터 암호화를 위해 MIKEY에서는 메시지를 교환함으로써 상호간의 공통적인 암호 알고리즘을 찾아내는 협상 메커니즘을 제시하고 있다. 하지만 이러한 방법은 상호간에 지원하는 알고리즘이 많은 경우나 상이한 경우에 이를 찾아내기 위한 메시지 교환 횟수가 증가하는 등 실시간 VoIP 암호통신에는 적합하지 않다. 따라서, 본 논문에서는 메시지 교환 횟수를 줄여 실시간 VoIP 암호통신에 적합한 경량화된 MIKEY기반 암호 능력 협상 메커니즘을 제안한다.

• 한국기계가공학회지
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• 제14권1호
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• pp.85-91
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• 2015

Wind turbine blades represent a key component of wind turbines, which extract energy from the wind. In the present study, the structural design of a small wind turbine blade is undertaken using a numerical analysis. The reliability of numerical results is verified through a comparison with the full-scale structural test data of a current blade. To modify the blade design, the blade was divided into several sections and the effect of the thickness of each section was investigated in a numerical analysis. Finally, the modified blade was designed with a lightweight and high-strength.

• 한국멀티미디어학회논문지
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• 제18권12호
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• pp.1483-1491
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• 2015

Applications of Internet of Things (IoT) supply various conveniences, however unsolved security problems such as personal privacy, data manipulation cause harm to persons, even nations and an limit the applicable areas of Internet of IoT technology. Therefore, study about secure and efficient security system on IoT are required. This paper proposes ID-based remote user authentication scheme in IoT environments. Proposed scheme provides untraceability of users by using different pseudonym identities in every session and reduces the number of variables. Our proposal is secure against inside attack, smart card loss attack, user impersonation attack, server masquerading attack, online/offline password guessing attack, and so on. Therefore, this can be applied to the lightweight IoT environments.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2005년도 추계학술발표대회 및 정기총회
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• pp.973-976
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• 2005

In IEEE 802.15.4 (Low-Rate Wireless Personal Area Network) specification, a successful reception and validation of a data or MAC command frame can be confirmed with an acknowledgment. However, the specification does not support security for acknowledgment frame; the lack of a MAC covering acknowledgments allows an adversary to forge an acknowledgment for any frame. This paper proposes an identity authentication mechanism at the link layer for acknowledgment frame in IEEE 802.15.4 network. With the proposed mechanism there is only three bits for authentication, which can greatly reduce overhead. The encrypted bit stream for identity authentication will be transmitted to device by coordinator within association process. Statistical method indicates that our mechanism is successful in handling MAC layer attack.