• Title/Summary/Keyword: mAP

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Data analysis for detection of unauthorized AP using machine learning algorithm in the process of cyber war damage assessment (사이버전 피해평가 과정에서 비인가 무선 AP 공격 식별을 위한 기계학습을 이용한 데이타 분석)

  • Kim, Doyeon;Kim, Yonghyun;Kim, Donghwa;Shin, Dongkyoo;Shin, Dongil
    • Annual Conference of KIPS
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    • 2017.11a
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    • pp.232-234
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    • 2017
  • 사이버전 피해평가에 있어서 유무선 통합 환경에 대한 공격의 탐지와 이에 대한 평가가 필요한 상황이다. 특히 회사, 정부 및 군 시설 등에서 인가되지 않은 AP를 사용하여 공격이 발생하는 경우 각종 바이러스 및 해킹 공격에 의한 피해가 발생한 가능성이 높다. 띠라서 인가된 AP와 인가되지 않은 AP를 탐지해서 찾아 내야한다. 본 논문에서는 인가된 AP와 인가 되지 않은 AP를 탐지하기 위해 RTT(Round Trip Time)값을 데이터셋으로 만들고 각 기계학습 알고리즘 SVM(Support Vector Machine), J48(C4.5), KNN(K nearest neighbors), MLP(Multilayer Perceptron)의 결과를 비교해 성능의 차이를 밝히고 이를 통하여 공격을 탐지하여 피해평가에 연결이 되도록 한다.

Development of Coverage-based CoAP Fuzzer and Vulnerability Inspection (커버리지 기반 CoAP 퍼저 개발 및 취약점 점검)

  • Se-chang Lim;Hyung-joon Koo
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.111-112
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    • 2023
  • IoT 산업의 규모가 커짐에 따라서 IoT 디바이스 간의 통신 프로토콜에 대한 위협도 증가하고 있으며, 이에 따라 IoT 프로토콜에 대한 보안의 중요성이 대두되고 있다. 하지만 IoT 프로토콜 중 비교적 최근에 등장한 프로토콜인 CoAP 프로토콜에 대한 연구는 아직 충분하지 않으며, CoAP에 대한 기존의 연구는 커버리지를 고려하지 않은 퍼저를 사용하였다. 따라서 이번 연구에서는 커버리지를 고려한 CoAP대상 퍼저를 개발하고 CoAP의 잠재적인 취약성을 점검한다. CoAP의 c 구현체인 libcoap 라이브러리를 대상으로 퍼징한 결과, 총 2개의 힙 버퍼 오버 플로우 취약점을 발견하였다.

Implementation of Access Point Selection Policy for Congestion Relief in IEEE 802.11 WLANs (혼잡분산을 고려한 IEEE 802.11 Access Point 선택정책)

  • Lee, Kwang-Gyo;Choi, Chang-Yeol
    • Annual Conference of KIPS
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    • 2007.11a
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    • pp.1096-1099
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    • 2007
  • 무선LAN 환경에서는 대체로 AP(Access Point)의 신호세기 만으로 사용할 AP를 선택하므로, 모바일 노드 사용이 한 영역으로 집중되면 특정 AP에 혼잡이 초래되어 전체 네트워크의 사용 효율이 저하된다. 본 논문에서는 각 AP의 부하 정보를 이용해 핫스팟의 혼잡을 분산시키고 AP의 데이터 전송속도를 최대한 보장하는 AP 선택 정책을 제안하고 이를 응용하는 시스템을 구현하였다. 실측 데이터를 적용하여 시험한 결과, AP의 혼잡이 분산되고 네트워크 사용 효율이 기존 방식보다 우수함을 확인하였다.

Simultaneous determination of amphetamine-like drugs in human urine by SPE and GC/MS (고체상추출과 GC/MS를 이용한 소변 중 암페타민계 마약성분 동시분석법)

  • Cheong, Jae Chul;Kim, Jin Young;In, Moon Kyo;Cheong, Won Jo
    • Analytical Science and Technology
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    • v.21 no.1
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    • pp.41-47
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    • 2008
  • Although liquid-liquid extraction (LLE) method has been used routinely for the analysis of amphetamine-like drugs (amphetamine; AP, methamphetamine; MA, 3,4-methylenedioxyamphetamine; MDA, 3,4-methylenedioxymethamphetamine; MDMA, 3,4-methylenedioxyethylamphetamine; MDEA), a solid-phase extraction (SPE) method, which can be automated, was applied for the simultaneous determination by GC/MS in human urine. Urine samples (3 mL) and 0.1 M phosphate buffer (1 mL, pH 7.0) were extracted by an automated SPE system. The eluent was evaporated, derivatized with trifluoroacetic anhydride (TFAA), and analyzed by GC/MS. The calibration curves was linear with correlation coefficient ($r^2$) above 0.994 in the ranges of 34.0 (AP), 28.0 (MDA)~1000.0 ng/mL for AP, MDA, and 50.0~2000.0 ng/mL for MA, MDMA, and MDEA. The limits of detection ranged from 4.0 to 10.0 ng/mL, and the limits of quantitation ranged from 12.0 to 34.0 ng/mL. The relative recoveries were 93.5~107.7 %. The precisions and accuracies were 1.9~14.8 % and -8.7~14.8 %, respectively. The present method was successfully applied to identify the MA or Ecstasy (MDMA) abusers in exact as well as rapid.

A Study on Anisotropic Etching Characteristics of Silicon in TMAH/AP Solutions and Fabrication of a Diaphragm (TMAH/AP 용액의 실리콘 이방성 식각특성 및 다이아프램 제작에 대한 연구)

  • 윤의중;김좌연;이태범;이석태
    • Proceedings of the IEEK Conference
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    • 2003.07b
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    • pp.1033-1036
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    • 2003
  • In this paper, Si anisotropic etching characteristics of tetramethylammonium hydroxide (TMAH)/ ammonium persulfate (AP) solutions were investigated to realize the optimum structure of a diaphragm for the piezoresistive pressure sensor application. Due to its low toxicity and its high compatibility with the CMOS processing, TMAH was used as Si anisotropic etchants. The variations of Si etch rate on the etching temperature, TMAH concentration, and etching time were obtained. With increasing the etching temperature and decreasing TMAH concentrations, the Si etch rate is increased while a significant non-uniformity exists on the etched surface because of formation of hillocks on the <100> surface. With the addition of AP to TMAH solution, the Si etch rate is increased and an improvement in flatness on the etching front is observed. The Si etch rate is also maximized with increasing the number of addition of AP to TMAH solution per one hour. The Si square diaphragms of 20${\mu}{\textrm}{m}$ thickness and 100~400${\mu}{\textrm}{m}$ one-side length were fabricated successfully by applying optimum Si etching conditions of TMAH/AP solutions.

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Ethanol-induced Activiationof Transcription Factor NF-$\kappa$B and AP-1 in C6 Glial Cells

  • Park, Jae -Won;Shim, Young-Sup
    • Preventive Nutrition and Food Science
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    • v.4 no.3
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    • pp.209-214
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    • 1999
  • In this study, the effectof ethanol and acetaldehyde on DNA binding activities of NF-$textsc{k}$B and AP-1 were evaluated in C6 rat glial cells. Both NF-$textsc{k}$B and AP-1 are important transcription factors for the expression of various cytokines in glial cells. Our data showed that neither ethanol nor acetaldehyde induced conspicuous cell death of C6 cells at clinically realistic concentrations. When the DNA binding activities of nuclear NF-$textsc{k}$B and AP-1 were estimated using electrophoretic mobility shift assay (EMSA), ethanol(0.3%) or acetaldehyde(1mM) induced transient activation of these transcription factors, which attained peak levels at 4~8 hours and declined to basal levels at 12 hours after treatement . The supershift analysis showed that the increased activities of NF-$textsc{k}$B in ethanol/acetaldehyde-treated C6 cells were due to the preferential induction of p65/p50 heterodimer complex. The DNA binding activities of these transcriptional factors decreased below basal levels when cells were cultured with either ethanol or acetaldehyde for 24 hours, and showed the inhibitory effect of chronic ehtanol /acetaldehyde treatment on the activities of these transsriptional factors. Our data indicate that either ethanol or acetaldehyde can induce functional changes of glial cells throught bi-directional modulation of NF-$textsc{k}$B and AP-1 DNA binding activities.

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Persistence of the Enzymatic Activity of Dietary Acid Phosphatases from the Lumen of the Midgut of the Lady Beetle, Harmonia axyridis (무당벌레(Harmonia axyridis)의 중장내 먹이 Acid Phosphatase(AP)의 활성변화)

  • 홍옥기;박해철;박규태;박용철
    • Korean journal of applied entomology
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    • v.34 no.2
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    • pp.95-99
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    • 1995
  • Acid phosphatase(AP) of he aphid, Megoura crassicauda and the major component of the lady beetle's artificial diet, fresh chicken liver, was adapted as a model protein to study the digestion of diet proteins in the midgut of Harmonia axyridis. The lady beetle did not secrete its own AP into the lumen of the midgut. The aphid and the live chicken liver had AP which was still alive in enzymatic activity from the extract of the lumen of the midgut of the lady beetle. The digestive ability of the lady beetle on proteins turned out to be different depending on food sources. In the lumen of the midgut of the lady beetle, though most of AP of live chicken liver lost its activity withtin 12 hours, that of M. cassicauda kept strong enzymatic activity up to 24 hours.

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Software Defined Networking-based Load Balancing of 802.11 AP (SDN을 이용한 802.11 AP의 부하 분산)

  • Jeong, Woong-Jong;Kim, Dae-hwan;Hong, Young-Geun;Lee, Yong-Jae;So, Jae-Yeong;Lee, Hyun-Seok
    • Annual Conference of KIPS
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    • 2015.04a
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    • pp.203-204
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    • 2015
  • 하나의 AP에 다수의 사용자가 연결되어 AP의 부하가 가중될 경우 해당 AP에 연결되어 있는 사용자들의 무선데이터 전송속도는 현저하게 떨어진다. 이를 방지하기 위해 본 논문에서는 SDN 기술을 사용하여 SDN 제어기에서 연결된 AP들의 부하분산을 지원하는 시스템을 제안하였으며, 해당 시스템은 SDN 제어기와 AP 그리고 안드로이드 스마트폰으로 구성되었다. 본 논문에서 제안하는 시스템을 지원하기 위해 각각의 AP들은 SDN 제어기와의 통신을 담당하는 SDN Agent를 설치한다. 또한 현재 이동통신단말기가 연결이 가능한 AP들의 목록을 작성하기 위해 이동통신 단말기에도 SDN Agent를 설치한다. SDN 제어기는 각각의 Agent로부터 받은 정보들을 통해 적합한 AP로 이동통신 단말기가 다시 연결될 수 있도록 한다. 본 논문에서는 제안한 시스템의 검증을 위해 실험환경을 구성하여 실험을 수행하였으며 효과적으로 동작하는 것을 확인하였다.

Real-Time Location Identification of Indoor Rescuees at Accident Sites and Location-Based Rescue Response (사고 현장 실시간 실내 인명 위치확인 및 구조대응 연구)

  • Ko, Youngjoo;Shin, Yongbeom;Yoo, Sangwoo;Shin, Dongil
    • Journal of the Korean Institute of Gas
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    • v.25 no.3
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    • pp.46-52
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    • 2021
  • In this study, the on-site location identification and response system was proposed by accurately checking the location information of rescue requesters in the buildings using the smartphone Wi-Fi AP. The location server was requested to measure the strength of the Wi-Fi AP at least 25 times at 8 different building location points. And the accuracy of the position and the error range were checked by analyzing the coordinate values of the received positions. In addition, the response time was measured by changing the conditions of location information in three groups to compare the response time for saving lives with and without location information. The minimum and maximum error values for the eight cases were found to be at least 4.137 m and up to 14.037 m, respectively, with an average error of 9.525 m. Compared to the base transceiver station (BTS) based position error value of 263m, the range could be reduced by up to 93%. When the location information was given, it took 10 minutes and 50 seconds to save lives; however, when there was no location information at all, rescue process took more than 45 minutes. From this research effort, it was analyzed that the acquisition of the location information of rescuees in the building using the smartphone Wi-Fi AP approach is effective in reducing the life-saving time for on-site responses.

Analysis on the Interference Effect of WLAN on WiBro (무선랜에 의한 WiBro 간섭 영향 분석)

  • Shim, Yong-Sup;Lee, Il-Kyoo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.11 no.2
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    • pp.95-100
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    • 2011
  • This paper analyzes the interference effect of WLAN(Wireless Local Area Network) service on WiBro(Wireless Broadband) service in adjacent frequency band by using Monte Carlo method. For the analysis, we make scenario that WLAN service operates on frequency band of 2401 MHz ~ 2423 MHz and WiBro service operates on frequency band of 698 MHz ~ 704 MHz. In case of WiBro receiver is close to WLAN AP(Access Point), the interference will be increased. So, we calculate the protection distance between WiBro receiver and WLAN AP to meet interference probability of 5 % below and required interference power of WLAN AP to meet interference probability of 5 % below in the case of fixed protection distance. As a result, the protection distance of 60 m and -9.5 dBm of required interference power of WLAN AP at 10 m of the fixed protection distance are analyzed.