• 한국항행학회논문지
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• 제15권4호
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• pp.523-535
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• 2011

한반도 지역의 GNSS 관측소의 자료들을 처리하여 가강수량을 추정하였고, 그 결과를 기상 관측 장비인 radiosonde의 추정치와 비교하였다. 실험 조건을 일반화하기 위하여, 데이터는 일반적인 기상 조건과 악화되는 기상 조건을 이용하였다. GNSS의 자료들에서 처리한 결과들은 연구에서 이용한 고 해상도의 기상 관측 장비의 예측 값들과 대부분10 mm내외에서 서로 일치하였다. 따라서GNSS가 고해상도 기상 대체 장비라는 가정하에서, 현재 WAAS 대류층 지연 모델로 쓰이고 있는 UNB3 모델이 한반도 내에서 적절한 모델로 쓰일 수 있는지에 대한 적용 가능성에 대한 실험을 수행하였다. 빠르게 변화하는 총 습윤 지연 값에 대한 결과를 비교한 결과, UNB3의 대류층 지연 모델은 한반도와 같은 습한 지역 내에서는 보정 모델로 부적절하다는 예측 결과를 보였다. 결과적으로, 향후 한국형 SBAS인 WA-DGNSS의 경우, 대류층 지연 영향을 최소화하여 고정밀 vertical 항행 해를 얻기 위해서는 현재 WAAS에서 쓰이는 기존 대류층 모델을 직접 이용하기 보다는 향후 한반도의 기상 상황에 적절히 대처할 수 있는 새로운 대류층 지연 모델이나 GNSS 관측치 또는 기상수치모델을 이용한 준 실시간 모델이 적절할 것으로 조사되었다.

• Nuclear Engineering and Technology
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• 제51권5호
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• pp.1345-1354
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• 2019

Clogging of sump strainers that filter the recirculation water in containment after a loss-of-coolant accident (LOCA) seriously impedes the continued cooling of nuclear reactor cores. In experiments examining the corrosion of aluminium alloy 6061, a common material in containment equipment, in borated solutions simulating the water chemistry of sump water after a LOCA, we found that Fe-bearing intermetallic particles, which were initially buried in the Al matrix, were progressively exposed as corrosion continued. Their cathodic nature $vis-{\grave{a}}-vis$ the Al matrix provoked continuous trenching around them until they were finally released into the test solution. Such particles released from Al alloy components in a reactor containment after a LOCA will be transported to the sump entrance with the recirculation flow and trapped by the debris bed that typically forms on the strainer surface, potentially aggravating strainer clogging. These Fe-bearing intermetallic particles, many of which had a rod or thin strip-like geometry, were identified to be mainly the cubic phase ${\alpha}_c-Al(Fe,Mn)Si$ with an average size of about $2.15{\mu}m$; 11.5 g of particles with a volume of about $3.2cm^3$ would be released with the dissolution of every 1 kg 6061 aluminium alloy.

• International Journal of Advanced Culture Technology
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• 제4권2호
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• pp.1-6
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• 2016

Impervious surfaces are important indicators for urban development monitoring. Accurate mapping of urban impervious surfaces with observational satellites, such as VNREDSat-1, remains challenging due to the spectral diversity not captured by an individual PAN image. In this article, five multi-resolution image fusion techniques were compared for the task of classifting urban impervious surfaces. The result shows that for VNREDSat-1 dataset, UNB and Wavelet tranformation methods are the best techniques in reserving spatial and spectral information of original MS image, respectively. However, the UNB technique gives the best results when it comes to impervious surface classification, especially in the case of shadow areas included in non-impervious surface group.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권8호
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• pp.4021-4037
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• 2018

In network intrusion detection research, two characteristics are generally considered vital to building efficient intrusion detection systems (IDSs): an optimal feature selection technique and robust classification schemes. However, the emergence of sophisticated network attacks and the advent of big data concepts in intrusion detection domains require two more significant aspects to be addressed: employing an appropriate big data computing framework and utilizing a contemporary dataset to deal with ongoing advancements. As such, we present a comprehensive approach to building an efficient IDS with the aim of strengthening academic anomaly detection research in real-world operational environments. The proposed system has the following four characteristics: (i) it performs optimal feature selection using information gain and branch-and-bound algorithms; (ii) it employs machine learning techniques for classification, namely, Logistic Regression, Naïve Bayes, and Random Forest; (iii) it introduces bulk synchronous parallel processing to handle the computational requirements of large-scale networks; and (iv) it utilizes a real-time contemporary dataset generated by the Information Security Centre of Excellence at the University of Brunswick (ISCX-UNB) to validate its efficacy. Experimental analysis shows the effectiveness of the proposed framework, which is able to achieve high accuracy, low computational cost, and reduced false alarms.

• 융합보안논문지
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• 제21권3호
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• pp.31-38
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• 2021

Onion Router라고 알려진 Tor는 강한 익명성을 보장하기 때문에 각종 범죄행위뿐만 아니라 신속한 포트 검색 및 인증정보의 외부 유출 등 해킹 시도에도 활발하게 이용되고 있다. 따라서 범죄 시도를 조기에 차단하고 해킹으로부터 조직의 정보시스템을 안전하게 보호하기 위해서는 Tor 트래픽의 빠르고 정확한 탐지가 상당히 중요하다. 이에 본 논문에서는 CNN(Convolutional Neural Network)을 기반으로 Tor 트래픽을 탐지하고 트래픽의 유형을 분류하는 분류모델을 제안한다. 제안하는 분류모델의 성능 검증에는 UNB Tor 2016 데이터세트가 사용되었다. 실험을 진행한 결과, 제안하는 접근방법은 Tor 및 Non-Tor 트패픽을 탐지하는 이진분류에서는 99.98%, Tor 트래픽의 유형을 구분하는 다중분류에서는 97.27%의 정확도를 보여주었다.

• 한국방송∙미디어공학회:학술대회논문집
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• 한국방송∙미디어공학회 2017년도 하계학술대회
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• pp.143-144
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• 2017

다양한 응용 매체의 유비쿼터스(ubiquitous) 연결을 위한 사물 인터넷 (Internet-of-Thing; IoT) 시스템은 저전력 광역 통신 (Low Power Wide Area; LPWA) 기술을 기반으로 한다. 저전력 광역 통신 시스템의 충족조건인 전송 거리 확대와 낮은 전력 사용은 시스템 전력 운용 관점에서는 상호 충돌하는 조건이다. 이를 위해 신호대역폭을 줄여 수신기 감도 (receiver sensitivity) 를 개선하는 초협대역 (Ultra Narrow Band; UNB) 기술이 주목받고 있다. 여기서는 이러한 저전력 광역 통신을 위한 초협대역 변조 기술의 신호 대 잡음 비(Signal-to-Noise Ratio; SNR)에 대해 분석한다.

• 한국환경보건학회지
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• 제22권4호
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• pp.102-108
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• 1996

Inhibitory effects of tannic acid on the lipid peroxidation induced by UVB were investigated. Tannic acid was administered either topically or orally for 3 days to hairless mice, which were previously irradiated with UVB, and inhibitory effects of tannic acid were measured. The UVB was found to cause skin erythema and hemolysis. When tannic acid was administered either topically or orally, hemolysis was decreased. After the skin was irradiated by UVB, the production of malondialdehyde was significantly decreased in erythrocyte and skin tissue, and the activities of SOD and catalase were significantly increased in plasma and skin tissue. In case of oral treatment, catalase activity was not significantly increased. The inhibitory effects of tannic acid on malondialdehyde production, SOD inhibition and catalase inhibition were more prominent in orally administerd groups than in topically administerri groups. However, the difference between two groups was not statistically significant. In conclusion, tannic acid decreased lipid peroxidation possibly by free radical scavenger action. The route of administrations, topical or oral, did not affect the antioxidative activity of tannic acid.

• Nuclear Engineering and Technology
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• 제55권4호
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• pp.1518-1527
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• 2023

A method was proposed for in-situ evaluating the thickness and resistivity of the oxide/hydroxide film formed on the surface of aluminum alloy exposed to sump water formed in the containment after a loss-of-coolant accident. The evaluation entailed fitting a model for the film impedance, which has film thickness and other variables describing the resistivity profile of the film along its thickness direction as fitting parameters, to the practically measured electrochemical impedance data. The obtained resistivity profiles implied that the films formed at pHs_25℃ 7, 8, 9, 10, and 11 all had a duplex structure; compared to the outer layer in contact with the solution, the inner layer of the film had a much higher resistivity and was inferred to be denser and provide most of the protectiveness of the film. Both the thickness and the total resistance of the film decreased with the increasing solution pH_25℃, suggesting that the films formed in more alkaline solutions had less protectiveness against corrosion, consistent with the increasing aluminum alloy corrosion rates previously identified.