• Title/Summary/Keyword: 탐지 확률

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Verification of Extended TRW Algorithm for DDoS Detection in SIP Environment (SIP 환경에서의 DDoS 공격 탐지를 위한 확장된 TRW 알고리즘 검증)

  • Yum, Sung-Yeol;Ha, Do-Yoon;Jeong, Hyun-Cheol;Park, Seok-Cheon
    • Journal of Korea Multimedia Society
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    • v.13 no.4
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    • pp.594-600
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    • 2010
  • Many studies are DDoS in Internet network, but the study is the fact that is not enough in a voice network. Therefore, we designed the extended TRW algorithm that was a DDoS attack traffic detection algorithm for the voice network which used an IP data network to solve upper problems in this article and evaluated it. The algorithm that is proposed in this paper analyzes TRW algorithm to detect existing DDoS attack in Internet network and, design connection and end connection to apply to a voice network, define probability function to count this. For inspect the algorithm, Set a threshold and using NS-2 Simulator. We measured detection rate by an attack traffic type and detection time by attack speed. At the result of evaluation 4.3 seconds for detection when transmitted INVITE attack packets per 0.1 seconds and 89.6% performance because detected 13,453 packet with attack at 15,000 time when transmitted attack packet.

Experimental Results of Performance of CFAR Detectors in Active Sonar Environment (능동 소나 환경에서 일정 오경보 확률 탐지기 성능의 실험적 고찰)

  • 이구성;김기만;박상택;이충용;윤대희
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.7
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    • pp.3-9
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    • 1999
  • In this paper, the characteristics of LFM and CW signals in active sonar environment is investigated. CA, OS and TM CFAR processors are applied to the received CW/LFM signals which are plotted in the range/doppler domain. The performances of detection are analyzed. Particularly, using the real data, we certified that the results of the experiments are identical with the theoretical performance.

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Improved Time Delay Difference Estimation for Target Tracking using Doppler Information (도플러 효과의 보상을 통한 시간지연 차의 추정)

  • 염석원;윤동헌;윤동욱;고한석
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.8
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    • pp.25-33
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    • 1998
  • 본 논문에서는 한 쌍의 센서를 이용하여 미지의 수중 음향 신호의 시간지연의 차 (Time Delay Difference)를 추정하고 탐지하는 알고리즘을 다루고 있다. 전형적인 시간지연 차의 최적화 추정 기법은 두 신호의 상관관계(Cross Correlation)에 의한 ML(Maximum likelihood)추정으로 구할 수 있지만, 실제 수중 음향 환경 하에서 시간 지연뿐만 아니라 표 적의 이동에 의하여 발생하는 도플러 효과로 신호의 주파수도 변하게 된다. 이러한 신호 주 파수의 올바른 고려 없이 단순히 두 신호의 시간지연만을 추정하는 방법은 불가피한 에러를 생성하게 된다. 본 논문에서는 시시각각 변하는 시간지연의 차를 구하기 위한 준 최적화 기 법인 확률분포 함수의 Recursive Filter에 시간 지연 차와 도플러효과의 2차원 확률분포 함 수를 적용한 추정 알고리즘을 제안한다. 관측된 신호의 리샘플링(Resampling)을 통하여 도 플러 효과를 보상한 후 2차원 Conditional likelihood를 구하고 Projection과 Correction 과정 을 통하여 시간지연과 도플러 효과에 대한 사후확률을 구한다. 그리고 이러한 알고리즘을 가상 시나리오에 대한 모의실험을 통하여 평가한다.

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Prediction Algorithm of Threshold Violation in Line Utilization using ARIMA model (ARIMA 모델을 이용한 설로 이용률의 임계값 위반 예측 기법)

  • 조강흥;조강홍;안성진;안성진;정진욱
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.8A
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    • pp.1153-1159
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    • 2000
  • This paper applies a seasonal ARIMA model to the timely forecasting in a line utilization and its confidence interval on the base of the past data of the lido utilization that QoS of the network is greatly influenced by and proposes the prediction algorithm of threshold violation in line utilization using the seasonal ARIMA model. We can predict the time of threshold violation in line utilization and provide the confidence based on probability. Also, we have evaluated the validity of the proposed model and estimated the value of a proper threshold and a detection probability, it thus appears that we have maximized the performance of this algorithm.

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Performance Prediction Techniques of Linear Array Sonar by Merging Data of Real Time and Data Base (실시간 해양정보와 DB정보의 융합을 통한 선배열소나의 성능예측기법 연구)

  • Na Young-Nam;Chang Duck-Hong;Jurng Mun-Sub;Choi Jin-Hyuk;Shim Taebo
    • Proceedings of the Acoustical Society of Korea Conference
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    • autumn
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    • pp.299-304
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    • 1999
  • 시, 공간적으로 변하는 해양환경에서 선배열 소나의 성능예측 정보를 추출하기 위해서는 정밀 해양 DB (Data Base)와 함께 현장에서 실시간으로 측정한 해양자료의 연동이 필수적이다. 이러한 실시간 정보와 DB 정보를 융합하여 얻을 수 있는 정보들로는 전술적 운용상황, 근거리 환경소음 분포, 전파손실/탐지확률 분포, 그리고 음파의 전파 경로 등이 있다. 소나 운용자는 이들 정보로부터 최종적으로 전술상황을 판단함과 동시에 소나의 최적 운용 수심 및 방향을 권고할 수 있다. 국과연에서는 이러한 정보를 획득하기 위하여 음탐환경분석 S/W를 개발하였으며, 수차례의 해상시험을 통하여 그 성능을 검증하였다. 본 논문에서는 실시간 해양정보와 DB정보의 융합을 통하여 선배열 소나의 핵심 성능예측 기법인 전파손실/탐지확률 계산과 근거리 환경소음 계산을 수행하는 알고리즘을 제시한다. 아울러 S/W로 구현된 이들 기법들의 해상시험 결과도 제시하고자 한다.

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Mathematical Analysis for Efficiency of Eavesdropping Attack Using Directional Antenna in mmWave Band (밀리미터파 대역에서 지향성 안테나 사용에 의한 도청공격 대응 효율성의 수학적 분석)

  • Kim, Meejoung;Kim, Jeong Nyeo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.11
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    • pp.1074-1077
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    • 2013
  • This paper analyzes the benefit of using directional antennas against eavesdropping attack in millimeter wave (mmWave)-based networks. All devices are equipped with a directional antenna or an omni-directional antenna in a single-hop communications. The probability of a device being detected by an eavesdropper is analyzed based on the exposure region of a device. The relative detection rate is introduced to represent the benefit of using directional antenna. Numerical results show that there exists an optimal number of devices that maximizes the detection probability and it varies according to the parameters such as antenna beamwidth. It shows that the use of directional antenna enables to protect the devices from the detection by an eavesdropper for almost the whole situation in mmWave band communication.

Optimal Search Pattern of Ships based on Performance Surface (음향 탐지 성능 분포도 기반에서 함정 최적탐색패턴에 관한 연구)

  • Cheon, Minki;Kim, Sunhyo;Choi, Jee Woong;Choi, Cheolwoo;Son, Su-Uk;Park, Joungsoo
    • Journal of the Korea Institute of Military Science and Technology
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    • v.20 no.3
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    • pp.328-336
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    • 2017
  • The goal of this study is simulation of optimal search pattern of ships based on performance surface which are reflected underwater environmental. The process is as follows. First, temporal and spatial environmental database are extracted in complex environment and input hull mounted SONAR system parameters. The environmental database and SONAR system parameters are substituted to SONAR equations, and calculate signal excess, detection probability, detection range. And then, the performance surface, which can be used to provide operational insight of SONAR detection performance, are pictorialized. Finally, optimal search pattern of ships are simulated using genetic algorithm based on performance surface. And then, we certify optimal search pattern in various ways.

Improved GLR Method to Instrument Failure Detection (측정기기 고장진단에 관한 개선된 GLR방식)

  • Hak Yeoung Jeong;Soon Heung Chang
    • Nuclear Engineering and Technology
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    • v.17 no.2
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    • pp.83-97
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    • 1985
  • The Generalized Likelihood Ratio (GLR) method performs statistical tests on the innovations sequence of a Kalman-Buchy filter state estimator for system failure detection and its identification. However, the major drawback of the conventional GLR is to hypothesize particular failure type in each case. In this paper, a method to solve this drawback is proposed. The improved GLR method is applied to a PWR pressurizer and gives successful results in detection and identification of any failure. Furthermore, some benefit on the processing time lier each cycle of failure detection and its identification can be accompanied.

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Design of Infrared Camera for Extended Field of View (시야 확장형 적외선카메라 설계)

  • Lee, Yong-chun;Song, Chun-ho;Kim, Sang-woon;Kim, Young-kil
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.699-701
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    • 2017
  • Typical operating method for long-range observation cameras are to detect the target at a wide angle of view and to recognize/identify the target with a telephoto angle of view. And the detection/recognition range performance is an important item to evaluate the performance of the defense infrared camera. To increased the detection range performance, the camera's field of view should be narrowed. Due to the narrow field of view, the probability of finding target is relatively low. In this paper, we propose a method to search for target by providing a wide angle view while maintaining detection range performance. M&S and optimized design were used to develop infrared camera with extended field of view and the results of the test summarized.

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Expression Analysis System of Game Player based on Multi-modal Interface (멀티 모달 인터페이스 기반 플레이어 얼굴 표정 분석 시스템 개발)

  • Jung, Jang-Young;Kim, Young-Bin;Lee, Sang-Hyeok;Kang, Shin-Jin
    • Journal of Korea Game Society
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    • v.16 no.2
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    • pp.7-16
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    • 2016
  • In this paper, we propose a method for effectively detecting specific behavior. The proposed method detects outlying behavior based on the game players' characteristics. These characteristics are captured non-invasively in a general game environment and add keystroke based on repeated pattern. In this paper, cameras were used to analyze observed data such as facial expressions and player movements. Moreover, multimodal data from the game players was used to analyze high-dimensional game-player data for a detection effect of repeated behaviour pattern. A support vector machine was used to efficiently detect outlying behaviors. We verified the effectiveness of the proposed method using games from several genres. The recall rate of the outlying behavior pre-identified by industry experts was approximately 70%. In addition, Repeated behaviour pattern can be analysed possible. The proposed method can also be used for feedback and quantification about analysis of various interactive content provided in PC environments.