• 제목/요약/키워드: Site assessment test

검색결과 221건 처리시간 0.031초

Accuracy of Phishing Websites Detection Algorithms by Using Three Ranking Techniques

  • Mohammed, Badiea Abdulkarem;Al-Mekhlafi, Zeyad Ghaleb
    • International Journal of Computer Science & Network Security
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    • 제22권2호
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    • pp.272-282
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    • 2022
  • Between 2014 and 2019, the US lost more than 2.1 billion USD to phishing attacks, according to the FBI's Internet Crime Complaint Center, and COVID-19 scam complaints totaled more than 1,200. Phishing attacks reflect these awful effects. Phishing websites (PWs) detection appear in the literature. Previous methods included maintaining a centralized blacklist that is manually updated, but newly created pseudonyms cannot be detected. Several recent studies utilized supervised machine learning (SML) algorithms and schemes to manipulate the PWs detection problem. URL extraction-based algorithms and schemes. These studies demonstrate that some classification algorithms are more effective on different data sets. However, for the phishing site detection problem, no widely known classifier has been developed. This study is aimed at identifying the features and schemes of SML that work best in the face of PWs across all publicly available phishing data sets. The Scikit Learn library has eight widely used classification algorithms configured for assessment on the public phishing datasets. Eight was tested. Later, classification algorithms were used to measure accuracy on three different datasets for statistically significant differences, along with the Welch t-test. Assemblies and neural networks outclass classical algorithms in this study. On three publicly accessible phishing datasets, eight traditional SML algorithms were evaluated, and the results were calculated in terms of classification accuracy and classifier ranking as shown in tables 4 and 8. Eventually, on severely unbalanced datasets, classifiers that obtained higher than 99.0 percent classification accuracy. Finally, the results show that this could also be adapted and outperforms conventional techniques with good precision.

Alkaline induced-cation crosslinking biopolymer soil treatment and field implementation for slope surface protection

  • Minhyeong Lee;Ilhan Chang;Seok-Jun Kang;Dong-Hyuk Lee;Gye-Chun Cho
    • Geomechanics and Engineering
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    • 제33권1호
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    • pp.29-40
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    • 2023
  • Xanthan gum and starch compound biopolymer (XS), an environmentally friendly soil-binding material produced from natural resources, has been suggested as a slope protection material to enhance soil strength and erosion resistance. Insufficient wet strength and the consequent durability concerns remain, despite XS biopolymer-soil treatment showing high strength and erosion resistance in the dried state, even with a small dosage of soil mass. These concerns need to be solved to improve the field applicability and post-stability of this treatment. This study explored the utilization of an alkaline-based cation crosslinking method using calcium hydroxide and sodium hydroxide to induce non-thermal gelation, resulting in the enhancement of the wet strength and durability of biopolymer-treated soil. Laboratory experiments were conducted to assess the unconfined compressive strength and cyclic wetting-drying durability performance of the treated soil using a selected recipe based on a preliminary gel formation test. The results demonstrated that the uniformity of the gel structure and gelling time varied depending on the ratio of crosslinkers to biopolymer; consequently, the strength of the soil was affected. Subsequently, site soil treated with the recipe, which showed the best performance in indoor assessment, was implemented on the field slope at the bridge abutment via compaction and pressurized spraying methods to assess feasibility in field implementation. Moreover, the variation in surface soil hardness was monitored periodically for one year. Both slopes implemented by the two construction methods showed sufficient stability against detachment and scouring, with a higher soil hardness index than the natural slope for a year.

전단저항 연결체를 갖는 프리캐스트 세그먼트 교각의 성능평가 (Performance Assessment of Precast Concrete Segmental Bridge Columns with Shear Resistance Connecting Structure)

  • 김태훈;김영진;김성운;신현목
    • 대한토목학회논문집
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    • 제28권4A호
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    • pp.591-601
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    • 2008
  • 이 연구의 목적은 전단저항 연결체를 갖는 프리캐스트 세그먼트 교각의 성능을 파악하는데 있다. 프리캐스트 교각 시스템은 현장에서의 작업을 줄이고 공사기간의 단축을 가져올 수 있다. 전단저항 연결체를 갖는 프리캐스트 세그먼트 교각 실험체에 일정 축하중 하에서 횡방향 반복하중을 가하는 준정적 실험을 수행하였다. 사용된 프로그램은 철근콘크리트 구조물의 해석을 위한 RCAHEST이다. 사용된 부착 또는 비부착 텐던요소는 유한요소법에 근거하며 프리스트레스트 콘크리트 부재의 콘크리트와 텐던의 상호작용을 구현할 수 있다. 새롭게 수정된 접합요소는 세그먼트 접합부의 비탄성거동을 예측할 수 있다. 제안된 해석기법은 조사된 실험체에 대하여 하중단계에 따라 성능을 비교적 정확하게 예측하였다.

Embedded type new in-situ soil stiffness assessment and monitoring technique

  • Namsun Kim;Jong-Sub Lee;Younggeun Yoo;Jinwook Kim;Junghee Park
    • Smart Structures and Systems
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    • 제34권1호
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    • pp.33-40
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    • 2024
  • We aimed to assess the evolution of small-strain stiffness and relative density in non-compacted embankment layers. We developed embedded type in-situ soil stiffness measurement devices for monitoring small-strain stiffness occurring after filling at a test site and conducted comprehensive laboratory compaction tests using an oedometer cell with a bender element. However, direct comparison is extremely difficult because the shear wave velocity measured in the field and laboratory depend on depth and effective stress, respectively. Therefore, we propose a method for establishing a relationship between effective stress and depth using a compressibility model. In this study, the shear wave velocity measured in the field was compared to the estimated shear wave velocity-depth profiles for completely dry and saturated conditions with different relative densities. The relative density under saturated soil conditions may vary between 50% and 90% and tends to be closer to 95%. Under dry soil conditions, the relative density of the embankment can vary from 30% to 70% and tends to approach 76%. For model validation, the relative density estimated from shear wave velocity-depth profiles was compared to that estimated from DCPI data. In other words, the results analyzed in the context of an effective stress-depth model enable the prediction of engineering properties such as the small-strain stiffness and relative density of embankment layers. This study demonstrates that physics-based data analyses successfully capture the relative density of non-compacted embankment layers.

폐기물 배출해역 퇴적물의 생물학적 독성평가 연구 (Biological Toxicity Assessment of Sediment at an Ocean Dumping Site in Korea)

  • 석형주;김영윤;김태원;황철희;손민호;최기영;김창준
    • 해양환경안전학회지
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    • 제28권1호
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    • pp.1-9
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    • 2022
  • 본 연구에서는 폐기물 배출해역의 퇴적물이 해양생물에 미치는 영향을 평가하기 위해 2016~2019년 3개 배출해역; 동해병, 서해병, 동해정 해역의 9개 정점에서 채취한 퇴적물 시료들을 대상으로 국내 해양폐기물공정시험기준에 의거하여 저서성단각류(Monocorophium acherusicum)와 발광박테리아(Vibrio fischeri)를 이용한 독성시험을 수행하였다. 시험결과, 상대평균생존율(저서성단각류)과 상대발광저해율(발광박테리아)이 각각 30 % 이하로서 '독성없음'으로 판정되었으나, t검정을 이용한 독성 평가 결과에서는 총 12개(2016년 6개, 2017년 1개, 2018년 1개, 2019년 4개)의 저서성단각류 시료에서 대조구와 유의한 차이를 나타내었다(p<0.05). 저서성단각류의 독성원인 탐색을 위해 퇴적물 내 8종 중금속 함량(Cr, As, Ni, Cd, Cu, Pb, Zn, Hg)과 저서성단각류 상대평균생존율의 단순선형회귀분석을 수행한 결과, Cr의 저서성단각류 독성 기여도가 가장 높았다(p=0.000, R2=0.355). 또한, 매년 독성영향이 가장 높은 정점(DB-85)의 시료에서 Cr이 여전히 가장 높은 농도로 검출되었으며, 해양환경기준을 매년 초과하였다. 해양폐기물공정시험기준의 생태독성판정 기준 적용 시 '독성없음'으로 평가되는 퇴적물 오염도가 대조구와의 통계적 유의성 검정, 독성원인확인 평가를 적용할 경우 독성영향을 수용 가능한 수준으로 판단하기 어려우므로 향후 종민감도분포곡선을 활용한 정량적 위해성 평가를 통한 준거치를 도출하여 생태독성 영향 판단 기준의 재설정을 고려할 필요가 있다.

Evaluation of adenosine triphosphate testing for on-farm cleanliness monitoring compared to microbiological testing in an empty pig farrowing unit

  • Yi, Seung-Won;Cho, Ara;Kim, Eunju;Oh, Sang-Ik;Roh, Jae Hee;Jung, Young-Hun;Choe, Changyong;Yoo, Jae Gyu;Do, Yoon Jung
    • Journal of Animal Science and Technology
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    • 제62권5호
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    • pp.682-691
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    • 2020
  • Careful cleaning and disinfection of pigpens is essential to prevent disease spread and avoid the resultant economic losses. Hygiene in pigpens is generally evaluated by visual monitoring supplemented with bacteriological monitoring, which includes counting the total aerobic bacteria (TAB) and/or fecal indicator bacteria (FIB). However, these methods present drawbacks such as time and labor requirements. As adenosine triphosphate (ATP) is ubiquitous in all living organisms including microorganisms, this study aimed to directly compare the results of microbial assessment and ATP quantification, and to suggest possible detailed application methods of the ATP test for hygiene evaluation in pigpens of a farrowing unit. Before and after standard cleaning procedures, samples were collected from the floor corner, floor center, and feeding trough of four pigpens at different time points. No FIB were detected and both the TAB and ATP levels were significantly decreased in the floor center area after cleaning. FIB were continuously detected after cleaning and disinfection of the floor corners, and there was no significant ATP level reduction. The feeding trough did not show any significant difference in these values before and after cleaning, indicating insufficient cleaning of this area. The levels of TAB and ATP after cleaning were significantly correlated and the average ATP value was significantly lower in the absence of FIB than in their presence. In the absence of standard references, a more thorough hygiene management could be achieved evenly by supplementing cleaning or disinfection based on the lowest ATP results obtained at the cleanest test site, which in the present study was the floor center. Overall, these results indicate that the on-farm ATP test can be used to determine the cleanliness status, in addition to visual inspection, as an alternative to laboratory culture-based testing for the presence of microorganisms.

조사목적별 기준에 부합하는 오염부지 조사방법의 최적화 방안에 관한 연구 (Optimization of Contaminated Land Investigation based on Different Fitness-for-Purpose Criteria)

  • Jong-Chun Lee;Michael H. Ramsey
    • 자원환경지질
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    • 제36권3호
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    • pp.191-200
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    • 2003
  • 중금속으로 오염된 폐광산 주변부나 유류누출로 인한 토양오염 등과 같은 오염토양부지에 대한 조사를 위해서는 우선 조사의 목적과 상황에 알맞은 기준을 설정하고, 이를 토대로 조사방법을 설계하여야 한다. 이러한 상황별 조사방법은 조사결과의 질적 수준 뿐만 아니라 모방결합에 영향을 미치게 되는데 그 수준을 제한하는 요인으로는 보통 총 조사비용, 관련규제법이 요구하는 조사수준, 그리고 전문적 경험에 의한 주관적 기준 등이 그 예가 될 수 있다. 본 논문에서는 조사 목적에 따라 달리하는 각 기준(fitness-for-purpose criteria)을 만족시키게끔 조사방법을 설계하는 예를 들어보았다. 먼저, 경제적 요소와 측정된 자료의 질적 수준을 참고하는 방법을 고안하여 보았다. 이를 위해 측정불확도(measurement uncertainty)로 평가되는 측정결과의 질적 수준이 의사결정의 오류에 영향을 미치는 확률을 확률적손실계산식을 이용하여 평가하고, 이를 이용하여 비용경제적인 측면에서 조사를 최적화하는 방안을 고안하였다. 이와 더불어 위해성 평가를 위한 부지의 평균오염도수준 산출의 예와 같이 의사결정의 오류에 의한 손실보다는 측정된 평균값의 오차와 측정에 요구되는 비용을 최소화 해야 하는 경우와, 또한 측정값에 대한 일정한 질적 수준이 요구되는 경우의 조사방법, 그리고 제한된 비용을 최대한 활용할 수 있는 시료수와 분석수의 최적비율 등을 도출하는 방법을 다루었다. 각 방법은 영국의 두 오염지역에 적용하여 그 타당성을 평가하여보았다.

KURT 주변지역의 수리지질특성 연구 (Hydrogeological properties around the KURT)

  • 이진용;김경수;박경우;한운우
    • 지질공학
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    • 제20권2호
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    • pp.121-126
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    • 2010
  • 현재 방사성폐기물 처분기술 개발을 위해 운영되고 있는 시설인 KURT는 부지특성조사의 일환으로 안정성 평가차원에서 확대하여 이뤄지고 있다. 본 연구는 KURT 주변지역의 구성된 지질모델을 기초로 하여 부지규모의 수리지질학적 유동특성에 대한 연구를 하였다. 연구지역에 분포된 시추공을 이용하여 스테레오 넷으로 도시한 결과 NS, NW, EW, 저경사 단열대군으로 구분할 수 있었으며 지질 모델의 구성요소로는 상부 토양층 및 풍화대, 저경사 단열대, 단열대로 구분되었다. 구분된 단 열대에 수리시험을 통하여 지하수가 대수층을 통해 이동할 수 있는 유동력을 제공하는 수리전도도 및 수리경사에 영향을 미치는 단열의 크기 와 방향성에 대한 정규분포 통계 분석을 수행함으로 연구지역 내 NS 방향의 단열이 우세함을 확인하였다. 또한, 저경사 단열대의 수리전도도의 값은 3.61E-07 m/s로 주요 단열대보다 큰 값을 가지며, 기반암이나 기반암에 존재하는 단열대와 수리학적 특성이 상이하다.

Glass Dissolution Rates From MCC-1 and Flow-Through Tests

  • Jeong, Seung-Young
    • 한국방사성폐기물학회:학술대회논문집
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    • 한국방사성폐기물학회 2004년도 학술논문집
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    • pp.257-258
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    • 2004
  • The dose from radionuclides released from high-level radioactive waste (HLW) glasses as they corrode must be taken into account when assessing the performance of a disposal system. In the performance assessment (PA) calculations conducted for the proposed Yucca Mountain, Nevada, disposal system, the release of radionuclides is conservatively assumed to occur at the same rate the glass matrix dissolves. A simple model was developed to calculate the glass dissolution rate of HLW glasses in these PA calculations [1]. For the PA calculations that were conducted for Site Recommendation, it was necessary to identify ranges of parameter values that bounded the dissolution rates of the wide range of HLW glass compositions that will be disposed. The values and ranges of the model parameters for the pH and temperature dependencies were extracted from the results of SPFT, static leach tests, and Soxhlet tests available in the literature. Static leach tests were conducted with a range of glass compositions to measure values for the glass composition parameter. The glass dissolution rate depends on temperature, pH, and the compositions of the glass and solution, The dissolution rate is calculated using Eq. 1: $rate{\;}={\;}k_{o}10^{(ph){\eta})}{\cdot}e^{(-Ea/RT)}{\cdot}(1-Q/K){\;}+{\;}k_{long}$ where $k_{0},\;{\eta}$ and Eaare the parameters for glass composition, pH, $\eta$ and temperature dependence, respectively, and R is the gas constant. The term (1-Q/K) is the affinity term, where Q is the ion activity product of the solution and K is the pseudo-equilibrium constant for the glass. Values of the parameters $k_{0},\;{\eta}\;and\;E_{a}$ are the parameters for glass composition, pH, and temperature dependence, respectively, and R is the gas constant. The term (1-Q/C) is the affinity term, where Q is the ion activity product of the solution and K is the pseudo-equilibrium constant for the glass. Values of the parameters $k_0$, and Ea are determined under test conditions where the value of Q is maintained near zero, so that the value of the affinity term remains near 1. The dissolution rate under conditions in which the value of the affinity term is near 1 is referred to as the forward rate. This is the highest dissolution rate that can occur at a particular pH and temperature. The value of the parameter K is determined from experiments in which the value of the ion activity product approaches the value of K. This results in a decrease in the value of the affinity term and the dissolution rate. The highly dilute solutions required to measure the forward rate and extract values for $k_0$, $\eta$, and Ea can be maintained by conducting dynamic tests in which the test solution is removed from the reaction cell and replaced with fresh solution. In the single-pass flow-through (PFT) test method, this is done by continuously pumping the test solution through the reaction cell. Alternatively, static tests can be conducted with sufficient solution volume that the solution concentrations of dissolved glass components do not increase significantly during the test. Both the SPFT and static tests can ve conducted for a wide range of pH values and temperatures. Both static and SPFt tests have short-comings. the SPFT test requires analysis of several solutions (typically 6-10) at each of several flow rates to determine the glass dissolution rate at each pH and temperature. As will be shown, the rate measured in an SPFt test depends on the solution flow rate. The solutions in static tests will eventually become concentrated enough to affect the dissolution rate. In both the SPFt and static test methods. a compromise is required between the need to minimize the effects of dissolved components on the dissolution rate and the need to attain solution concentrations that are high enough to analyze. In the paper, we compare the results of static leach tests and SPFT tests conducted with simple 5-component glass to confirm the equivalence of SPFT tests and static tests conducted with pH buffer solutions. Tests were conducted over the range pH values that are most relevant for waste glass disssolution in a disposal system. The glass and temperature used in the tests were selected to allow direct comparison with SPFT tests conducted previously. The ability to measure parameter values with more than one test method and an understanding of how the rate measured in each test is affected by various test parameters provides added confidence to the measured values. The dissolution rate of a simple 5-component glass was measured at pH values of 6.2, 8.3, and 9.6 and $70^{\circ}C$ using static tests and single-pass flow-through (SPFT) tests. Similar rates were measured with the two methods. However, the measured rates are about 10X higher than the rates measured previously for a glass having the same composition using an SPFT test method. Differences are attributed to effects of the solution flow rate on the glass dissolution reate and how the specific surface area of crushed glass is estimated. This comparison indicates the need to standardize the SPFT test procedure.

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인공호흡기 중앙감시시스템 소프트웨어의 사용적합성 총괄평가 (Summative Usability Assessment of Software for Ventilator Central Monitoring System)

  • 정지용;김유림;장원석
    • 대한의용생체공학회:의공학회지
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    • 제44권6호
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    • pp.363-376
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    • 2023
  • According to the COVID-19, development of various medical software based on IoT(Internet of Things) was accelerated. Especially, interest in a central software system that can remotely monitor and control ventilators is increasing to solve problems related to the continuous increase in severe COVID-19 patients. Since medical device software is closely related to human life, this study aims to develop central monitoring system that can remotely monitor and control multiple ventilators in compliance with medical device software development standards and to verify performance of system. In addition, to ensure the safety and reliability of this central monitoring system, this study also specifies risk management requirements that can identify hazardous situations and evaluate potential hazards and confirms the implementation of cybersecurity to protect against potential cyber threats, which can have serious consequences for patient safety. As a result, we obtained medical device software manufacturing certificates from MFDS(Ministry of Food and Drug Safety) through technical documents about performance verification, risk management and cybersecurity application.The purpose of this study is to conduct a usability assessment to ensure that ergonomic design has been applied so that the ventilator central monitoring system can improve user satisfaction, efficiency, and safety. The rapid spread of COVID-19, which began in 2019, caused significant damage global medical system. In this situation, the need for a system to monitor multiple patients with ventilators was highlighted as a solution for various problems. Since medical device software is closely related to human life, ensuring their safety and satisfaction is important before their actual deployment in the field. In this study, a total of 21 participants consisting of respiratory staffs conducted usability test according to the use scenarios in the simulated use environment. Nine use scenarios were conducted to derive an average task success rate and opinions on user interface were collected through five-point Likert scale satisfaction evaluation and questionnaire. Participants conducted a total of nine use scenario tasks with an average success rate of 93% and five-point Likert scale satisfaction survey showed a high satisfaction result of 4.7 points on average. Users evaluated that the device would be useful for effectively managing multiple patients with ventilators. However, improvements are required for interfaces associated with task that do not exceed the threshold for task success rate. In addition, even medical devices with sufficient safety and efficiency cannot guarantee absolute safety, so it is suggested to continuously evaluate user feedback even after introducing them to the actual site.