• 정보보호학회논문지
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• 제32권5호
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• pp.1019-1034
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• 2022

4차 산업혁명의 초연결사회에서 악성코드 공격은 더욱 기승을 부리고 있다. 이러한 악성코드 대응을 위해 인공지능기술을 이용한 악성코드 탐지 자동화는 새로운 대안으로 주목받고 있다. 그러나, 인공지능의 신뢰성에 대한 담보없이 인공지능을 활용하는 것은 더 큰 위험과 부작용을 초래한다. EU와 미국 등은 인공지능의 신뢰성 확보방안을 강구하고 있으며, 2021년 정부에서는 신뢰할 수 있는 인공지능 실현 전략을 발표했다. 정부의 인공지능 신뢰성에는 안전과 설명가능, 투명, 견고, 공정의 5가지 속성이 있다. 우리는 악성코드 탐지 모델에 견고를 제외한 안전과, 설명가능, 투명, 공정의 4가지 요소를 구현하였다. 특히 외부 기관의 검증을 통해 모델 정확도인 일반화 성능의 안정성을 입증하였고 투명을 포함한 설명가능에 중점을 두어 개발하였다. 변화무쌍한 데이터에 의해 학습이 결정되는 인공지능 모델은 생명주기 관리가 필요하다. 이에 인공지능 모델을 구성하는 데이터와 개발, 서비스 운영을 통합하는 MLOps 프레임워크에 대한 수요가 늘고 있다. EXE 실행형 악성코드와 문서형 악성코드 대응 서비스는 서비스 운영과 동시에 데이터 수집원이 되고, 외부 API를 통해 라벨링과 정제를 위한 정보를 가져오는 데이터 파이프라인과 연계하도록 구성하였다. 클라우드 SaaS 방식과 표준 API를 사용하여 다른 보안 서비스 연계나 인프라 확장을 용이하게 하였다.

• Journal of Ecology and Environment
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• 제48권1호
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• pp.17-23
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• 2024

Background: Honey bees play a crucial role in pollination and ecological balance. Apis mellifera L. colonies, especially those located in specific geographic regions, such as the palm garden in Eastern Thailand, are susceptible to potential threats from microbial contaminants. Understanding and detecting microbial organisms in these beehives is essential for the preservation of bee health, honey production, and the broader ecosystem. However, the problem of microbial infection and antibiotic-resistant bacteria is more severe and continuously increasing, resulting in a health, economic, and social crisis. The purpose of this study is to determine the prevalence of microorganisms in A. mellifera beehives in palm gardens in Rayong province, Eastern Thailand. Results: Ten swabs in transport media were swabbed and obtained from different parts of each beehive (1 swab per beehive), for a total of 10 hives. Traditional microbial culture-based methods, biochemical tests, and antimicrobial susceptibility (disc-diffusion) tests were used to detect microbial organisms and antibiotic resistance in bacteria. The swab tests from nine beehives resulted in the detection of Gram-positive bacteria (63.64%), Gram-negative bacteria (27.27%), and fungi/yeast (9.09%). These microorganisms are classified as a group of coagulase-negative Staphylococcus spp. and made up 40.91% of the bacteria discovered. Other bacteria found were Coryneform bacteria (13.64%), Pantoea spp. (13.64%), Bacillus spp. (9.09%), yeast (9.09%), glucose non-fermentative Gram-negative bacilli (9.09%), and Pseudomonas spp. (4.55%). However, due to the traditional culture-based and 0biochemical tests usually used to identify the microbial organisms in clinical specimens and the limitation of identifying some environmental microbial species, the results of the antimicrobial susceptibility test cannot reveal if the organism is resistant or susceptible to the drug. Nevertheless, drug-sensitive inhibition zones were formed with each antibiotic agent. Conclusions: Overall, the study supports prevention, healthcare, and public health systems. The contamination of microorganisms in the beehives may affect the quality of honey and other bee products or even the health of the beekeeper. To avoid this kind of contamination, it is therefore necessary to wear personal protective equipment while harvesting honey and other bee products.

• 디지털산업정보학회논문지
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• 제9권3호
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• pp.119-127
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• 2013

The merits of Smartphone are portability, convenience and especially a lot of information can be stored in the device. Especially in Smartphone, users can install programs that cannot install to normal cell phone and users can use many different services through these Smartphone programs. Also Smartphone can connect to Internet through network, so it can access information anytime, anywhere easily. Security of personal information and variety of information which stored in Smartphone are in risk. In Chapter 2 of thesis, it will discuss the definition and features of the Smartphone and market trends. In Chapter 3 of thesis, it will discuss security vulnerabilities of Smartphone and it will analyze and research security vulnerabilities of Smartphone in Chapter 4. In conclusion, it will check users' identification twice in useful application especially application that relate to finance and mobile payment. By checking users' identification several times, it will help to defend from security threats. Users can use Smartphone safely and convenience by know how to prevent from mobile hacking for personal and private information. the quality of APIs matching by the clustering and hierarchical relationships mechanism.

• 한국컴퓨터정보학회논문지
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• 제22권9호
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• pp.91-97
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• 2017

IoT (Internet of Things) systems are based on heterogeneous hardware systems of different types of devices interconnected each other, ranging from miniaturized and low-power wireless sensor node to cloud servers. These IoT systems composed of heterogeneous hardware utilize data sets collected from a particular set of sensors or control designated actuators when needed using open APIs created through abstraction of devices' resources associated to service applications. However, previously existing IoT services have been usually developed based on vertical platforms, whose sharing and exchange of data is limited within each industry domain, for example, healthcare. Such problem is called 'data silo', and considered one of crucial issues to be solved for the success of establishing IoT ecosystems. Also, IoT services may need to dynamically organize their services according to the change of status of connected devices due to their mobility and dynamic network connectivity. We propose a way of dynamically composing IoT services under the concept of WoT (Web of Things) where heterogeneous devices across different industries are fully integrated into the Web. Our approach allows developers to create IoT services or mash them up in an efficient way using Web objects registered into multiple standardized horizontal IoT platforms where their resources are discoverable and accessible. A Web-based service composition tool is developed to evaluate the practical feasibility of our approach under real-world service development.

• International Journal of Industrial Entomology and Biomaterials
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• 제18권1호
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• pp.33-40
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• 2009

A vitellogenin cDNA was cloned from the bumblebee Bombus ignitus. The cDNA encoding B. ignitus vitellogenin (BiVg) is 5473 bases long with an open reading frame of 1773 amino acid residues. BiVg possesses two consensus (RXXR/S) cleavage sites and has the conserved DGXR and GL/ICG motif near its C-terminus. The deduced amino acid sequence of BiVg cDNA showed significant similarity with hymenopteran Vgs (51% identity to Apis mellifera Vg, and $33{\sim}36%$ to other insect Vgs). The BiVg cDNA was expressed as a 200-kDa polypeptide in baculovirus-infected insect Sf9 cells. Northern and Western blot analyses showed the expression of BiVg in fat bodies of pupae and adults. In queens, the expression of BiVg was first detected in late pupal stage fat bodies, and secreted BiVg was also observed in late pupal stage hemolymph.

• International Journal of Industrial Entomology and Biomaterials
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• 제2권1호
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• pp.1-6
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• 2001

This paper reports a few characteristics of seven insect mitochondrial genomes sequenced completely (Bombyx mori, Drosophila melanogaster, D. yakuba, Apis mellifera, Anopheles gambiae, A. quadrimaculatus, and Locusta migratoria). Comparative analysis of complete mt genome sequences from several species revealed a number of interesting features (base composition, gene content, A+T-rich region, and gene arrangement, etc) of insect mitochondrial genome. The properties revealed by our work shed new light on the organization and evolution of the insect mitochondrial genome and more importantly open up the way to clearly aimed experimental studies for understanding critical roles of the regulatory mechanisms (transcription and translation) in mitochondrial gene expression.

• International Journal of Industrial Entomology and Biomaterials
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• 제9권1호
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• pp.123-126
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• 2004

The actin-binding protein profilin cDNA was firstly isolated from the lepidopteran insect, silkworm Bombyx mori. The B. mori profilin cDNA contains an open reading frame of 378 bp encoding 126 amino acid residues and possesses three cysteine residues. The deduced amino acid sequence of the B. mori profilin cDNA showed 80% identity to Apis mellifera profilin and 72% to Drosophila melanogaster profilin. Northern blot analysis showed that B. mori profilin is highly expressed in epidermis and less strongly in silk gland. In addition, Northern blot analysis revealed the presence of B. mori profilin transcripts in all tissues examined, suggesting that B. mori profilin gene is expressed in most, if not all, body tissues.

• Journal of Ecology and Environment
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• 제44권1호
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• pp.26-32
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• 2020

Background: Pollen is an important source of protein and lipids for many animals including honey bees. In order to understand the foraging behaviour of honey bee colonies and preference among the available floral resources, pollen collections from three experimental healthy colonies of honey bees were analysed in the month of June. Results: The amount of pollen collections were related to the colony's need which was indicated by the number of larval and adult bees present in the hive. Interesting was the sequence of pollen collection from different floral sources. All honey bee colonies collected pollens from Trifolium repens first, then Erigeron annus and the third choice was Coreopsis drummondii and Oenothera biennis flowers. Total protein content of Trifolium pollen was the highest (20.0 g/100 g DM), and the others were in the range of 8.9-11.4 g/100 g DM. Conclusion: The results indicated that the first criteria for honey bee foraging preference of pollens would be the nutritional contents of protein and the resource availability of the lesser nutritious floral sources. This information can help pollinator protection programmes of habitat manipulation using flowering plants for nectar and pollen sources.

• 한국멀티미디어학회논문지
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• 제7권10호
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• pp.1412-1420
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• 2004

본 논문에서는 클라이언트/서버 형태로 신발 공정에 관한 컨베이어 원격 감시 제어 시스템을 웹 기반으로 설계하고 구성하였다. 클라이언트가 원격으로 영상을 감시하고 제어하기 위한 모듈들은 JAVA를 기반으로 제작하였으며, 실시간 제어를 위한 컨베이어 서버는 RTLinux를 기반으로 구성되며, 그 위에서 디바이스 드라이버와API를 개발하였다. 이러한 소프트웨어 제작과 Lego 기반의 프로토타이핑을 통해 산업 현장에서, 3차원 스테레오 카메라와 웹을 통해 실시간으로 컨베이어를 제어하는 방법을 제시하고자 한다.

• 한국정보과학회논문지:정보통신
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• 제28권3호
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• pp.297-308
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• 2001

본 논문에서는 SDT를 이용하여, WAP 포럼에서 제안한 WTP 프로토콜을 설계, 검증 및 구현하였다. 이를 위하여 무선 트랜잭션 프로토콜을 형식 명세 언어인 SDL로 모델링하였으며, UDP 플랫폼상에서 동작하는 무선 트랜잭션 프로토콜 소프트웨어를 생성하기 위한 환경함수를 설계 및 구현하였다. 또한, 무선 트랜잭션 프로토콜 서비스를 사용하여 통신 응용 프로그램을 작성할 수 있도록 개발 환경을 제공하기 위해 응용프로그래밍 인터페이스를 설계하였다. 그리고 시험 도구인 ITEX를 이용하여 구현된 프로토콜이 규격에 일치하여 동작하는지 검사하는 적합성 시험을 수행하였다. 이를 위하여 시험 언어인 TTCN으로 추상적 시험 스위트를 작성하였고 시험 언어 컴파일러를 이용하여 실행 가능한 시험 스위트를 생성하였다.