• Proceedings of the Korea Information Processing Society Conference
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• 2007.11a
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• pp.1100-1103
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• 2007

보안관제시스템이 사이버 공격 현황을 보다 한눈에 알 수 있도록 시각적이고 입체적으로 바뀌고 있다. 네트워크 이상트래픽과 보안이벤트를 단순 텍스트나 표, 그래프를 넘어 3차원 영상 화면에서 직관적으로 분석하고 공격 상황을 볼 수 있는 기술이 보안관제시스템에 속속 결합되고 있어 주목된다. 본 연구는 기존 보안시스템 화상의 저장방법, 화상의 감시, 녹화된 화상의 검색 시 불안정성, 운영방법, 설치 방법 등을 혁신적으로 보완한 NETWORK CAMERA 은 RTOS, 카메라, 영상압축기, LAN제어기 등을 하나로 통합한 Embedded System으로 구성되어 운영자뿐만 아니라 누구든지 손쉽게 운영할 수 있도록 초점을 맞추어 인터넷 웹 환경에서 제공토록 개발되어 운영의 효율성을 높인 차세대 보안시스템을 구축하고자 합니다.

• Journal of the Korea Convergence Society
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• v.8 no.4
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• pp.19-24
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• 2017

The growing number of electronic financial transactions (e-banking) has entailed the rapid increase in security threats such as extortion and falsification of financial transaction data. Against such background, rigid security and countermeasures to hedge against such problems have risen as urgent tasks. Thus, this study aims to implement an improved case model by applying the Fraud Detection System (hereinafter, FDS) in a financial corporation 'A' using big data technique (e.g. the function to collect/store various types of typical/atypical financial transaction event data in real time regarding the external intrusion, outflow of internal data, and fraud financial transactions). As a result, There was reduction effect in terms of previous scenario detection target by minimizing false alarm via advanced scenario analysis. And further suggest the future direction of the enhanced FDS.

• Journal of Convergence for Information Technology
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• v.12 no.2
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• pp.47-53
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• 2022

Recently, with the change of the intelligent security paradigm, study to apply various information generated from various information security systems to AI-based anomaly detection is increasing. Therefore, in this study, in order to convert log-like time series data into a vector, which is a numerical feature, the CBOW and Skip-gram inference methods of deep learning-based Word2Vec model and statistical method based on the coincidence frequency were used to transform the published ADFA system call data. In relation to this, an experiment was carried out through conversion into various embedding vectors considering the dimension of vector, the length of sequence, and the window size. In addition, the performance of the embedding methods used as well as the detection performance were compared and evaluated through GRU-based anomaly detection model using vectors generated by the embedding model as an input. Compared to the statistical model, it was confirmed that the Skip-gram maintains more stable performance without biasing a specific window size or sequence length, and is more effective in making each event of sequence data into an embedding vector.

• The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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• v.16 no.4
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• pp.223-237
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• 2011

The intermittent freshwater discharge has an critical influence upon the biophysical environments and the ecosystems of the Yeongsan Estuary where the estuary dam altered the continuous mixing of saltwater and freshwater. Though freshwater discharge is controlled by human, the extreme events are mainly driven by the heavy rainfall in the river basin, and provide various impacts, depending on its magnitude and frequency. This research aims to evaluate the magnitude and frequency of extreme freshwater discharges, and to establish the magnitude-frequency relationships between basin-wide rainfall and freshwater inflow. Daily discharge and daily basin-averaged rainfall from Jan 1, 1997 to Aug 31, 2010 were used to determine the relations between discharge and rainfall. Consecutive daily discharges were grouped into independent events using well-defined event-separation algorithm. Partial duration series were extracted to obtain the proper probability distribution function for extreme discharges and corresponding rainfall events. Extreme discharge events over the threshold 133,656,000 $m^3$ count up to 46 for 13.7y years, following the Weibull distribution with k=1.4. The 3-day accumulated rain-falls which occurred one day before peak discharges (1day-before-3day -sum rainfall), are determined as a control variable for discharge, because their magnitude is best correlated with that of the extreme discharge events. The minimum value of the corresponding 1day-before-3day-sum rainfall, 50.98mm is initially set to a threshold for the selection of discharge-inducing rainfall cases. The number of 1day-before-3day-sum rainfall groups after selection, however, exceeds that of the extreme discharge events. The canonical discriminant analysis indicates that water level over target level (-1.35 m EL.) can be useful to divide the 1day-before-3day-sum rainfall groups into discharge-induced and non-discharge ones. It also shows that the newly-set threshold, 104mm, can just separate these two cases without errors. The magnitude-frequency relationships between rainfall and discharge are established with the newly-selected lday-before-3day-sum rainfalls: $D=1.111{\times}10^8+1.677{\times}10^6{\overline{r_{3day}}$, (${\overline{r_{3day}}{\geqq}104$, $R^2=0.459$), $T_d=1.326T^{0.683}_{r3}$, $T_d=0.117{\exp}[0.0155{\overline{r_{3day}}]$, where D is the quantity of discharge, ${\overline{r_{3day}}$ the 1day-before-3day-sum rainfall, $T_{r3}$ and $T_d$, are respectively return periods of 1day-before-3day-sum rainfall and freshwater discharge. These relations provide the framework to evaluate the effect of freshwater discharge on estuarine flow structure, water quality, responses of ecosystems from the perspective of magnitude and frequency.

• Economic and Environmental Geology
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• v.36 no.6
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• pp.501-510
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• 2003

Several geophysical surveys(electrical resistivity, electromagnetic, seismic refraction, CPR) were conducted to primarily investigate the gallery and the geomembrane at an abandoned mine(Imcheon mine). The subsurface structure mapped from seismic refraction survey mainly consists of three velocity layers(>1000 m/s, 1000∼2000 m/s,＜2000 m/s). Top of the bedrock, whose velocities exceed 2000 m/s, appears to be at depth of 7.5∼10m. Higher resistivities (of ten thousands-hundred of thousands ohm-m) are interpreted to be associated with a open(cavities) gallery. The events at depth of approximately 0.5∼0.7m in GPR sections are probably caused by high-density-poly-ethylene geomembrane. Taking into consideration of the differences in the spatial resolution between georadar and electrical surveys, the events of geomembrane correspond to the top of the high resistivities at depth of about 2m. The segments, characterized with the higher conductivities in the electromagnetic data and the lower resistivities in the electrical resistivity data, are probably associated with surface water or tear zone of geomembrane.

• 한국HCI학회:학술대회논문집
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• 2006.02a
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• pp.728-734
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• 2006

유비쿼터스 컴퓨팅 환경에서 상황정보 관리자는 특정인 주변의 상황정보의 변화를 관찰하여 그 사람의 현재 상태를 추론하는 역할을 한다. 지금까지의 상황정보 관리자는 사용자의 상태를 추론하는 과정에서, 관련된 상황정보 값들의 변화를 곧바로 사용자 상태의 변화로 간주하기 때문에, 사용자의 의도와는 상관없이 빈번하게 사용자 상태가 변화되는 결과가 초래되었다. 다시 말하여, 실제 사용자가 현재의 추론된 상태를 계속 유지하고 싶은 의도를 지닌 경우에도, 주변의 특정 상황정보의 값이 규칙에서 규정한 것과는 다르게 조금이라도 변하게 되면, 현재까지 유지되던 사용자의 상태 상황정보가 새로이 추론된 사용자상태 상황정보로 대체되게 되는 것이다. 따라서 해당 사용자는 전 상태를 기반으로 받고 있던 서비스를 더 이상 제공받지 못하게 되는 문제가 생기게 된다. 본 논문에서는 실제로 지속될 필요가 있는 것과 지속될 필요가 없는 상황정보를 구분하여 사용자의 상태 상황정보를 관리하고 범용적으로 적용될 수 있는 메커니즘을 제안한다. 본 메커니즘을 적용하게 되면, 사용자의 상태 상황정보의 존립에 영향을 미치는 주변 상황정보의 값이 달라지게 되어도, 활성화되어 있던 당시의 사용자의 상태정보는 '보류'된 상태로 남아있다가 활성화시키는 이벤트가 발생하였을 때에 '재개'되어 보류되기 전까지 서비스의 상태 그대로, 사용자의 생활패턴과 의도에 부합되는 서비스를 지속적으로 제공할 수 있게 된다.

• The Transactions of The Korean Institute of Electrical Engineers
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• v.66 no.9
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• pp.1364-1372
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• 2017

In this paper, a problem of event-triggered model predictive control is investigated for continuous-time Takagi-Sugeno (T-S) fuzzy systems with input quantization. To efficiently utilize network resources, event-trigger is employed, which transmits limited signals satisfying the condition that the measurement of errors is over the ratio of a certain level. Considering sampling and quantization, continuous Takagi-Sugeno (T-S) fuzzy systems are regarded as a sector bounded continuous-time T-S fuzzy systems with input delay. Then, a model predictive controller (MPC) based on parallel distributed compensation (PDC) is designed to optimally stabilize the closed loop systems. The proposed MPC optimize the objective function over infinite horizon, which can be easily calculated and implemented solving linear matrix inequalities (LMIs) for every event-triggered time. The validity and effectiveness are shown that the event triggered MPC can stabilize well the systems with even smaller average sampling rate and limited actuator signal guaranteeing optimal performances through the numerical example.

• The Journal of the Korea Contents Association
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• v.20 no.8
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• pp.54-64
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• 2020

RTiK-Linux is a method to provide real-time performance to Linux, it is controlled by directly accessing hardware registers to implement time tick interrupts. It implemented on x86 Intel and ARM based Exynoss 5422, but it had a disadvantage that it could not be ported to both fragmented other platform environments. In this paper, We change structure of time tick interrupt for improve po rtability so that it can operate on other platforms. We apply high-resolution timers that are independent of hardware, and modify operating structure to task and event to satisfy time determinism. It was confirmed that the improved RTiK-Linux works well in x86 and various ARM AP environments.

• Proceedings of the Korean Information Science Society Conference
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• 2007.06d
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• pp.551-554
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• 2007

We propose the new approach for the efficient sensor deployment in sensor networks. In the existing works, they use the approach that guarantee the sensing ability T for any point in the sensor field. However, if the shape of the sensor field is changed or it is composed of the sections that have different importance each other, the previous approach is not efficient. So, in this work, we propose the approach that maximize the average sensing ability and it's necessity.

• Journal of Korea Multimedia Society
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• v.15 no.11
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• pp.1377-1383
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• 2012

This paper proposes a human mouse system that replaces mouse input by human hand movement. As the resolution of monitors increases, it is not quite possible, due to the resolution difference between web cameras and monitors, to place the cursor in the entire range of a monitor by simply moving the pointer which recognizes the position of the hand from the web camera. In this regard, we propose an effective method of placing the position of the mouse, without repeating the returning hand movements, in the corners of the monitor in which the user wants it to be. We also proposes the recognition method of finger movements in terms of using thumb and index finger. The measurement that we conducted shows the successful recognition rate of 97% that corroborates the effectiveness of our method.