• Review of KIISC
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• v.18 no.4
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• pp.76-86
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• 2008

인터넷이 직면하고 있는 최대 위협중의 하나는 봇넷이라는 수많은 감염되거나 침해된 좀비 머신의 존재이다. 최근 이러한 봇넷이 인터넷 공격의 근본 원인이 되고 있다. 그동안 봇넷은 IRC(Internet Relay Chat) 기반이 주류를 이루어 왔으나, 중앙 집중 구조로 인하여 쉽게 차단되는 특성이 있기 때문에, 앞으로는 HTTP 봇넷, P2P 봇넷과 같은 더욱 더 탄력성 있는 구조와 여러 가지 회피 기법을 가진 진화된 구조를 가진 봇넷의 출현이 전망된다. 따라서 본 논문에서는 봇넷에 대한 보다 나은 이해를 위하여 봇넷을 분류하기 위한 분류법(taxonomy)을 소개하고, 가까운 미래에 봇마스터들에 의하여 개발 될 수 있는 진화된(advanced) 봇넷 구조로 계층구조와 혼합구조에 대하여 분석 기술하고자 한다.

• Korean Journal of Plant Resources
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• v.29 no.2
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• pp.204-224
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• 2016

This study was carried out to investigate the vascular plants of the protected area for forest genetic resource conservation in the Korea national Baekdudaegan arboretum. The vascular plants collected 12 times (from April 2007 to August 2014) were consisted of total 569 taxa; 89 families, 289 genera, 489 species, 5 subspecies, 66 varieties and 9 forms respectively. The 20 taxa of Korean endemic plants and 21 taxa of Korean rare plants were investigated. The floristic regional indicator plants found in this area were 112 taxa comprising 2 taxa of grade V, 8 taxa of grade IV, 23 taxa of grade III, 40 taxa of grade II, 39 taxa of grade I. The introduced and naturalized plants were counted as 22 taxa, therefore naturalized ratio was 3.8%. 577 taxa listed consists of 223 taxa (39.2%) of edible plants, 168 taxa (29.5%) of medicinal plants, 202 taxa (35.5%) of pasture plants, 58 taxa (10.2%) of ornamental plants, 26 taxa (4.6%) of timber plants, 5 taxa (0.9%) of fiber plants and 4 taxa (0.7%) of industrial plants.

• The Korean Journal of Applied Statistics
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• v.28 no.1
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• pp.1-8
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• 2015

Security has become an issue due to the rapid increases in internet traffic data network. Especially P2P traffic data poses a great challenge to network systems administrators. Preemptive measures are necessary for network quality of service(QoS) and efficient resource management like blocking suspicious traffic data. Deep packet inspection(DPI) is the most exact way to detect an intrusion but it may pose a private security problem that requires time. We used several machine learning methods to compare the performance in classifying network traffic data accurately over time. The Random Forest method shows an excellent performance in both accuracy and time.

• Korean Journal of Plant Resources
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• v.36 no.2
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• pp.133-171
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• 2023

This study was conducted to prepare basic data by analyzing the biological values and environmental factors of algific talus slope in order to respond to climate change due to the greenhouse effect, and to establish plans for forest biodiversity preserving and managing. Meteorological information was measured and the flora of vascular plants were investigated for six algific talus slope by seasonally from 2020 to 2021. As a result of the investigation, the temperature of all 6 algific talus slope was lower than that of the area where the algific talus slope was located in summer, and flora was 101 families, 350 genera, 621 species, 18 subspecies, 57 variants, 7 varieties, 703 taxa. In sum, it is judged that the algific talus slope has sufficient reasons and value to be preserved because it has excellent micrometeorological value from the cold wind blowing in summer and phytogeographical value in which various plants live in a small area. However, in spite of such an important area, the management of algific talus slope is insufficient, and the algific talus slope is damaged or the ecosystem of the algific talus slope is disturbed. Therefore, it is necessary to establish a systematic conservation and management plan by designating algific talus slope as a forest genetic resource reserve and OECM.

• Korean Journal of Plant Resources
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• v.26 no.2
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• pp.289-302
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• 2013

Surveys were conducted to study nationwide distribution and identify habitats and host plants of Cuscuta pentagona Engelm. as a parasite. The major habitat types were arable land near agricultural waterways (54.3%), open field near roadside (41.3%) and artificial grassland (4.3%). The investigated host plants of Cuscuta pentagona consist of total 130 taxa: 10 varieties, 1 subspecies, 119 species, 95 genera, and 37 families. Among them, 30 taxa were alien plants. As for the useful plants, there were 59 taxa of edible ones (45.4%), 54 taxa of medicinal ones (41.5%), 13 taxa of ornamental ones (10%), 13 taxa of industrial ones (10%), and 9 taxa of pasture ones (6.9%). On arable land, it caused damage particularly to the growth of agricultural crops such as Oryza sativa L. (Rice) and fruits such as Malus pumila Mill. (Apple) etc. Its growth and distribution may cause economic loss for crops because of the close location of the arable land.

• Korean Journal of Plant Resources
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• v.28 no.5
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• pp.616-634
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• 2015

This study was carried out to elucidate the distribution of vascular plants and their usefulness of Mt. Cheongnyangsan (870 m) in Gyeongsangbuk-do. The vascular plants that were collected 16 times 2006 and 2014 consisted a total of 614 taxa; 97 families, 330 genera, 541 species, 3 subspecies, 61 varieties and 9 forms. For the Korean endemic plants, 21 taxa were recorded and 8 taxa of Vulnerable Species (VU) and 5 taxa of Least Concerned species (LC) categorized by the Korean Forest Service as rare plants were investigated in this region. Furthermore, Ⅴ, Ⅳ, Ⅲ degrees of floristic regional indicator plants designated by the Korean Ministry of Environment included 2 taxa, 10 taxa and 18 taxa, respectively. Moreover, four species of distributional interesting plants, Aconitum austro-koreense Koidz., Allium spirale Willd., Dipsacus japonicus Miq. and Pinellia tripartita (Blume) Schott, in Mt. Cheongnyangsan were discovered by this study. Among them, edible, pasturing, medicinal, ornamental, timber, dye, fiber and unknown usefulness plants included 234 taxa, 213 taxa, 174 taxa, 62 taxa, 16 taxa, 12 taxa, 11 taxa and 167 taxa, respectively. In addition, 32 taxa of naturalized plants were observed.

• Journal of Bio-Environment Control
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• v.31 no.4
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• pp.270-278
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• 2022

This study was conducted using deep learning technology to classify for 'Mihwang' peach maturity with RGB images and fruit quality attributes during fruit development and maturation periods. The 730 images of peach were used in the training data set and validation data set at a ratio of 8:2. The remains of 170 images were used to test the deep learning models. In this study, among the fruit quality attributes, firmness, Hue value, and a^* value were adapted to the index with maturity classification, such as immature, mature, and over mature fruit. This study used the CNN (Convolutional Neural Networks) models for image classification; VGG16 and InceptionV3 of GoogLeNet. The performance results show 87.1% and 83.6% with Hue left value in VGG16 and InceptionV3, respectively. In contrast, the performance results show 72.2% and 76.9% with firmness in VGG16 and InceptionV3, respectively. The loss rate shows 54.3% and 62.1% with firmness in VGG16 and InceptionV3, respectively. It considers increasing for adapting a field utilization with firmness index in peach.

• Proceedings of the Plant Resources Society of Korea Conference
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• 2018.10a
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• pp.55-55
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• 2018

한라산 동부지역에 위치한 삼다수 숲길은 삼나무, 편백나무, 곰솔림과 낙엽활엽수림으로 이루어진 숲이다. 현재 삼다수 숲길이 조성되어 관리되고 있으나 식물에 대한 정보가 거의 없는 실정으로 식물상을 조사하여 관리의 기초자료로 삼고자 수행하였다. 조사는 2018년 03월부터 2018년 08월까지 총 10회에 걸쳐 실시하였다. 조사 결과 삼다수 숲길에 생육하는 관속식물은 86과 183속 255종 11변종 4품종의 총 270분류군으로 조사되었다. 양치식물 12과 18속 30종 1변종 31분류군, 나자식물 2과 3속 3종 3분류군, 피자식물 72과 162속 222종 10변종 4품종으로 쌍자엽식물 64과 129속 176종 9변종 3품종 188분류군, 단자엽식물 8과 33속 46종 1변종 1품종 48분류군으로 구성되었다 이 중 한국특산식물은 5종, 제주특산식물 3종 외래식물이 13종 채집되었다. 식물구계학적특정식물은 5등급 3종, 4등급 11종, 3등급 23종, 2등급 12종, 1등급 26종 총 75종이 발견되었다. 국가 적색목록 식물은 위기(EN) 1분류군, 준위협(NT) 3분류군, 관심대상(LC) 4분류군, 미평가(NE) 2분류군이 조사되었다. 조사된 식물들의 휴면형은 H형이 62분류군으로 가장 많이 나타났고, MM형 40분류군, M형 31분류군, N형 29분류군, E형 3분류군, Ch형 22분류군, G형 51분류군, HH형 4분류군, Th형 28분류군으로 나타났다. 지하기관형은 R1 2분류군, R2 23분류군, R3 71분류군, R4 18분류군, R5 156분류군으로 R5가 57.85로 가장 높은 비율로 분포하였다. 산포기관형은 D4가 47.4%로 가장 높은 비율이였으며, 생육형(Growth form)은 직립형(e)이 53%로 가장 높은 비율로 분포 하였다.

• Korean Journal of Plant Taxonomy
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• v.50 no.2
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• pp.89-119
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• 2020

Species invasions have rapidly increased due to the substantial growth of global trade in the recent past. As the awareness of the negative effects on natural ecosystems derived from alien species has grown, many countries and lawmakers have enacted rules and policies on the conservation of indigenous plants. Unfortunately, in Korea, research on species invasion is seriously lacking despite the growing number of alien species. In the current study, we report alien plants that have intentionally and/or unintentionally been introduced in Korea and also presented a checklist of invasive plants found both in the literature and in field surveys. We reviewed all documented records of alien plants, i.e., scientific papers, illustrated books, and annual reports. We also categorized alien plants by origin, time of introduction, naturalization, and the rate of their spread. The results revealed that there are 619 alien plant taxa (96 families, 353 genera, 595 species, 6 subspecies, 11 varieties, 1 forma, and 6 hybrids) occurring in Korea. Among these, 30 taxa are archaeophytes (Arc.), 214 are potentially invasive plants (PIPs), and 375 are invasive alien plants (IAPs). In addition, IAP taxa consist of grades 5 (widespread, WS) to 1 (potential spread, PS) of alien plants according to the rate of spread in Korea. Our results suggested that the number of alien plants is likely to keep growing; thus, the distribution should be regularly monitored and the list of alien plants must be updated.

• Korean Journal of Plant Taxonomy
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• v.45 no.2
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• pp.192-212
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• 2015

This study was carried out to survey the flora of the vascular plants of Ulleungdo Island. Fieldwork related to the study was carried out 55 times from 2007 to 2011. The results of the study showed that the flora of Ulleungdo Island consisted of a total of 494 taxa, with 93 families, 313 genera, 462 species, 6 subspecies, 52 varieties and 4 formas. Among the collected plants, there were 9 taxa of critically endangered species (CR), 6 taxa of endangered species (EN) and 12 taxa of vulnerable species (VU). Furthermore, protected species and those of floristic regional plants above degree III according to the Korean Ministry of Environment included 4 taxa and 72 taxa, respectively. In addition, 33 taxa were endemic to Ulleungdo Island and 66 taxa were naturalized plants.