• 스마트미디어저널
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• 제7권4호
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• pp.70-78
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• 2018

정보시스템에서 정보 보안의 중요성이 강조됨에 따라 이에 대응하기 위해 많은 기업이 보안 솔루션을 도입하고 있다. 하지만 많은 예산을 들여도 이를 관리하는 보안 관제가 없으면 제대로 기능하지 못하게 된다. 보안 관제는 문제 발생 시 빠른 대처가 필수적이며, 관제 목적에 맞는 적절한 시각화 대시보드를 설계하여 필요한 정보를 빠르게 전달할 수 있도록 할 필요가 있다. 본 논문에서는 오픈소스 Elastic Stack을 이용하여 보안 로그를 시각화 하는 방법을 제시하고, 관제 목적에 적합한 대시보드로 구현함으로써 제시된 방법이 네트워크 보안 관제에 적합함을 보인다. 대시보드는 비정상적인 트래픽 증가와 공격 경로 분석 등의 목적으로 효과적으로 활용될 수 있음을 확인하였다.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2021년도 춘계학술대회
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• pp.555-556
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• 2021

본 논문은 악성코드의 이미지화와 전이학습을 이용한 악성코드 분류 방안을 제안한다. 공개된 악성코드는 쉽게 재사용 또는 변형이 가능하다. 그런데 전통적인 악성코드 탐지 기법은 변형된 악성코드를 탐지하는데 취약하다. 동일한 부류에 속하는 악성코드들은 서로 유사한 이미지로 변환된다. 따라서 제안하는 기법은 악성코드를 이미지화하고 이미지 분류 분야에서 검증된 딥러닝 모델을 사용하여 악성코드의 부류를 분류한다. Malimg 데이터셋에 대해 VGG-16 모델을 이용하여 실험한 결과 98% 이상의 분류 정확도를 나타냈다.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제15권4호
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• pp.289-294
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• 2015

Data analysts explore collections of data to search for valuable information using various techniques and tricks. Garbage in, garbage out is a well-recognized idiom that emphasizes the importance of the quality of data in data analysis. It is therefore crucial to validate the data quality in the early stage of data analysis, and an effective method of evaluating the quality of data is hence required. In this paper, a method to visually characterize the quality of data using the notion of a saliency score is introduced. The saliency score is a measure comprising five indexes that captures certain aspects of data quality. Some experiment results are presented to show the applicability of proposed method.

• 대한기계학회논문집B
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• 제23권3호
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• pp.408-418
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• 1999

Incompressible flow inside a circular cylinder Including periodically oscillating free surface waves was studied primarily by using a numerical method. We developed a finite difference scheme based on the MAC method applicable to three-dimensional free-surface flows, and applied it to the present flow model to study tho flow characteristics as well as the fluid stirring. To verify the validity of our scheme, we performed a simple experiment for flow visualization. We found that the numerical results show a reasonable agreement with the observed flow patterns.

• 한국수자원학회:학술대회논문집
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• 한국수자원학회 2006년도 학술발표회 논문집
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• pp.1636-1640
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• 2006

SMAC method, one of the computational fluid dynamics techniques, is modified from the original MAC method for the time-dependent variation of flow analysis. The Navier-Stokes equations for incompressible time-dependent viscous flow are applied, and also marker particles that present the visualization of flow analysis are used. In this study SMAC technique is used to analyze the flow behavior in the water-filling of virtual channel. Then by changes of diameter of two ingates, the change of velocity and discharge when two ingates are filled the water to virtual channel are simulated. As a result, water-filling flow pattern in the virtual channel is simulated very well. Therefore, this numerical simulation will also be applied for the design of structures as open flume and porous breakwater.

• 한국가시화정보학회지
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• 제5권1호
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• pp.43-48
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• 2007

Micro-PIV(particle image velocimetry) has been widely used to measure the velocity of micro flow. Although this micro-PIV method can give accurate 2D instantaneous velocity information of mea-surement plane, it cannot resolve the out of plane component of velocity vectors. Lots of the micro fluidic devices generate three-dimensional flow and 3D measurement of velocity is useful to understand the physics of micro flow phenomena. In this study, we constructed stereoscopic micro-PIV(SMPIV) system and applied this method to the impinging micro jet flow. The results show that this method can produce accu-rate 3D reconstruction of micro jet flow.

• 한국가시화정보학회:학술대회논문집
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• 한국가시화정보학회 2005년도 추계학술대회 논문집
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• pp.40-45
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• 2005

Velocity and density distributions of a high-speed and initial $CO_{2}$ jet flow have been analyzed simultaneously by a developed three-dimensional digital speckle tomography and a particle image velocimetry(PIV). Three high-speed cameras have been used for tomography and PIV since a shape of a nozzle for the jet flow is asymmetric and the initial flow is fast and unsteady, The speckle movements between no flow and $CO_{2}$ jet flow have been obtained by a cross-correlation tracking method so that those distances can be transferred to deflection angles of laser rays for density gradients. The three-dimensional density fields for the high-speed $CO_{2}$ jet flow have been reconstructed from the deflection angles by a real-time tomography method and the two-dimensional velocity fields have been calculated by a PIV method simultaneously and instantaneously.

• 비파괴검사학회지
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• 제25권3호
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• pp.157-162
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• 2005

In order to evaluate the corrosion of reinforcing steel-bars (rebar) in concrete, a nondestructive evaluation by the half-cell potential method is currently applied. In this study, potentials measured on a concrete surface are compensated into those on the concrete-rebar interface by the inverse boundary element method (IBEM). Because these potentials are obtained three-dimensionally (3-D), 3-D visualization is desirable. To this end, a visualization system has been developed by using VRML (Virtual Reality Modeling Language). As an application, results of a reinforced concrete (RC) slab with corroded rebars are visualized and discussed.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2013년도 춘계학술대회
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• pp.699-700
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• 2013

본 논문은 소셜 네트워크상의 내부관계와 외부관계를 반영하여 사용자간의 관계를 사용자 중심으로 계층적 시각화하는 새로운 클라우드 기반의 방법을 제안한다. 제안된 방법은 하둡(hadoop)과 하이프(hive)를 이용하여 분산저장 및 병렬로 계산하며, 계산 결과는 D3를 이용하여 계층적 그래프로 시각화한다.

• 한국가시화정보학회지
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• 제2권1호
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• pp.25-31
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• 2004

Droplet size is one of the most important parameter which controls the performance of the combustion system using liquid fuel or oxidizer. Droplet formation and its size are mainly affected by the injection velocity and ambient gas density. Recently, droplet size measurement was conducted by PDPA or Malvern particle analyzer using laser light. But at this paper image processing method was developed to measure droplet size. And its validation was investigated with reticle.