• Title/Summary/Keyword: alert data

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A Design of false alarm analysis framework of intrusion detection system by using incremental mining method (점진적 마이닝 기법을 적용한 침입탐지 시스템의 오 경보 분석 프레임워크 설계)

  • Kim Eun-Hee;Ryu Keun-Ho
    • The KIPS Transactions:PartC
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    • v.13C no.3 s.106
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    • pp.295-302
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    • 2006
  • An intrusion detection system writes a lot of alarms against attack behaviors in real time. These alarms contain not only actual attack alarms, but also false alarms that are mistakes made by the intrusion detection system. False alarms are the main reason that reduces the efficiency of the intrusion detection system, and we propose framework for false alarms analysis in the paper. Also, we apply an incremental data mining method for pattern analysis of false alarms increasing continuously. The framework consists of GUI, DB Manager, Alert Preprocessor, and False Alarm Analyzer. We analyze the false alarms increasingly through the experiment of the proposed framework and show that false alarms are reduced by applying the analyzed false alarm rules in the intrusion detection system.

Monitoring system of physical behavior for dementia patient

  • Tanaka, Motohiro;Murakami, Ryuya;Dong, Rue Shao;Ishimatsu, Takakazu
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1968-1970
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    • 2003
  • In this paper we propose a system to forecast the dangerous behavior of the dementia patients. Basic idea of our approach is to measure the body movements of the dementia patients using the acceleration sensor. Based on the data measured, warning the care-givers about possible dangerous actions like falling down from the bed and slipping down onto the floor to some extent. The signals measured by the acceleration sensor are processed by a one-chip computer. Based on the diagnosis of the one-chip computer , alert signal is generated to the care-giver by a wire-less signal. The sensor is implemented in a compact body . Applicability of the system is now being examined at a nursing home.

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SkyMapper Optical Follow-up of Gravitational Wave Triggers: Overview of Alert Science Data Pipeline (AlertSDP)

  • Chang, Seo-Won
    • The Bulletin of The Korean Astronomical Society
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    • v.46 no.1
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    • pp.61.2-61.2
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    • 2021
  • SkyMapper is the largest-aperture optical wide-field telescope in Australia and can be used for transient detection in the Southern sky. Reference images from its Southern Survey cover the sky at δ <+10 deg to a depth of I ~ 20 mag. It has been used for surveys of extragalactic transients such as supernovae, optical counterparts to gravitational-wave (GW) and fast radio bursts. We adopt an ensemble-based machine learning technique and further filtering scheme that provides high completeness ~98% and purity ~91% across a wide magnitude range. Here we present an important use-case of our robotic transient search, which is the follow-up of GW event triggers from LIGO/Virgo. We discuss the facility's performance in the case of the second binary neutron star merger GW190425. In time for the LIGO/Virgo O4 run, we will have deeper reference images for galaxies within out to ~200 Mpc distance, allowing rapid transient detection to i ~ 21 mag.

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Development of automatic alert populating system of earth structures based on sensor monitoring (센서 모니터링을 활용한 토류구조물 상황전파 자동화 시스템 개발)

  • Kim, Yong-Su;Ahan, Sang-Ro;Jung, Jae-Hyun;Han, Sang-Jea;Jung, Seung-Yong
    • Proceedings of the Korean Geotechical Society Conference
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    • 2009.03a
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    • pp.667-672
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    • 2009
  • Gathering information and systemization of infrastructure disaster management is to reduce uncertainties in making decisions and maximize the number of alternations. The key objects of a sensor-based progress report and propagation automation systems are to provide objective data, realize and support decision making and deliver them to a certain area, department, manager and other people rapidly. The major findings and results of this study are as follows. 1) Application of international standard-based alerting protocol(CAP; Common Alerting Protocol). 2) Development of database of existing progress report and propagation manual in order to achieve networking of safety management on major social infrastructure of the nation. 3) Development middleware application programs to progress report and propagation data using SMS, FAX, EMS, VMS, MMS.

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A WTLS Handshake protocol against Active Attack (능동적 공격에 안전한 WTLS Handshake 프로토콜)

  • Han, Jong-Soo;Jung, Young-Seok;An, Ki-Bum;Kwak, Jin;Won, Dong-Ho
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.13 no.5
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    • pp.113-127
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    • 2003
  • WTLS as secure protocol of WAP makes TLS that is used in wireless Intemet protocol for TCP security be appropriate for wireless environments. And purpose of WTLS is to provide safe and efficient services. WTLS protocol consists of 4 protocols(Handshake, ChangeCipherSpec, Alert, Application Data etc.). In this papers we analyze properties of Handshake protocol and procedures of establishing master secret in detail. And then we analyze securities against several attacker models with them for a basis. Also we propose new Handshake protocol that is secure against active attacker model and can provide various security services.

Low Level Wind Shear Characteristics and Predictability at the Jeju International Airport (제주국제공항 저층급변풍 발생 특성 및 예측 성능)

  • Geun-Hoi Kim;Hee-Wook Choi;Jae-Hyeok Seok;Sang-Sam Lee;Yong Hee Lee
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.31 no.3
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    • pp.50-58
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    • 2023
  • Sudden wind changes at low altitudes pose a significant threat to aircraft operations. In particular, airports located in regions with complex terrain are susceptible to frequent abrupt wind variations, affecting aircraft takeoff and landing. To mitigate these risks, Low Level Wind shear Alert System (LLWAS) have been implemented at airports. This study focuses on understanding the characteristics of wind shear and developing a prediction model for Jeju International Airport, which experiences frequent wind shear due to the influence of Halla Mountain and its surrounding terrain. Using two years of LLWAS data, the study examines the occurrence patterns of wind shear at Jeju International Airport. Additionally, high-resolution numerical model is utilized to produce forecasted information on wind shear. Furthermore, a comparison is made between the predicted wind shear and LLWAS observation data to assess the prediction performance. The results demonstrate that the prediction model shows high accuracy in predicting wind shear caused by southerly winds.

The Comparison of Sleep Characteristics According to the Sleep Positions in Healthy Newborns (정상 신생아의 체위에 따른 수면양상 및 행동변화 비교)

  • Lee Ae Ran;Ahn Hae Young;Lee Jong Soon
    • Child Health Nursing Research
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    • v.5 no.3
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    • pp.281-291
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    • 1999
  • The purpose of this study was to compare the sleep characteristics between the prone and the supine position in healthy newborns. The 48 newborns were observed in the prone position and the supine position respectively on the 2nd day after birth. The data were collected from January to May, 1999. The state of a newborn was classified and categorized to 6 states (deep sleep. light sleep, drowsy, quiet alert, active alert, crying) by Barnard. The movements of eyes, face and extremities, pulse and arterial oxygen were observed and recorded continuously from the start of sleep after feeding until the time of being woken for the next feeding by a trained nurse The data was analyzed by using paired t-test. The results of this study were as follows; 1. There was no significant difference in the length of sleeping time between the prone and the supine position. 2. There was no significant difference in the length and frequencies of each states(deep sleep, light sleep, drowsy, quiet alert, active alert, crying) between the prone and the supine position But the frequency of light sleep in the supine position was significantly higher than that of the prone position. 3 There was no significant difference In the numbers or eyes movements between the prone and the supine sleep position. But the amount of facial and extremity movement in the supine position was significantly higher than those in the prone position 4. There was no significant difference in the arterial oxygen content between the prone and the supine sleep position. 5. There was no significant difference in the heart rates between the prone and the supine sleep position. The above results indicated that the newborns in the prone Position moved less and slept deeper than those in the supine position. though there was no difference in the length of sleep or arterial oxygen content between the prone and the supine sleep Position. But. Nurses and mothers should consider the relationship between the sleep Position and SIDS suggested by previous researches. The infant's 'awakening' during sleep is a normal process and rather valuable because it can provide an opportunity to promote a stronger relationship between mother and baby. So, It is suggested that the supine sleep position is better than the prone sleep position for infants.

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Developing national level high alert medication lists for acute care setting in Korea (국내 급성기 의료기관 고위험 의약품 목록 도출)

  • Han, Ji Min;Heo, Kyu-Nam;Lee, Ah Young;Min, Sang il;Kim, Hyun Jee;Baek, Jin-Hee;Rho, Juhyun;Kim, Sue In;Kim, Ji yeon;Lee, Haewon;Cho, Eunju;Ah, Young-Mi;Lee, Ju-Yeun
    • Korean Journal of Clinical Pharmacy
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    • v.32 no.2
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    • pp.116-124
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    • 2022
  • Background: High-alert medications (HAMs) are medications that bear a heightened risk of causing significant patient harm if used in error. To facilitate safe use of HAMs, identifying specific HAM lists for clinical setting is necessary. We aimed to develop the national level HAM list for acute care setting. Methods: We used three-step process. First, we compiled the pre-existing lists referring HAMs. Second, we analyzed medication related incidents reported from national patient safety incident report data and adverse events indicating medication errors from the Korea Adverse Event Reporting System (KAERS). We also surveyed the assistant staffs to support patient safety tasks and pharmacist in charge of medication safety in acute care hospital. From findings from analysis and survey results we created additional candidate list of HAMs. Third, we derived the final list for HAMs in acute care settings through expert panel surveys. Results: From pre-existing HAM list, preliminary list consisting of 42 medication class/ingredients was derived. Eight assistant staff to support patient safety tasks and 39 pharmacists in charge of medication safety responded to the survey. Additional 44 medication were listed from national patient safety incident report data, KAERS data and common medications involved in prescribing errors and dispensing errors from survey data. A list of mandatory and optional HAMs consisting of 10 and 6 medication classes, respectively, was developed by consensus of the expert group. Conclusion: We developed national level HAM list for Korean acute care setting from pre-existing lists, analyzing medication error data, survey and expert panel consensus.

Aggregation Techniques for Alert Data of Intrusion Detection System using Data Mining (데이터마이닝을 이용한 침입 탐지 시스템의 경보데이터 축약기법)

  • Hu, Moon-Heang
    • Proceedings of the KAIS Fall Conference
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    • 2009.05a
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    • pp.764-767
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    • 2009
  • 이 논문에서는 데이터마이닝의 클러스터링을 이용한 경보 데이터 축약기법을 제안한다. 제안된 클러스터링 기반 경보데이터 축약기법은 데이터간의 유사성을 이용한 경보 데이터의 그룹화를 통해 생성된 모델을 이용하여 새로운 경보 데이터에 대한 분류를 자동화할 수 있다. 이것은 과거에 탐지된 공격의 형태뿐만 아니라 새로운 혹은 변형된 경보의 분류나 분석에도 이용할 수 있다. 또한 생성된 클러스터의 생성 원인의 분석을 이용한 클러스터 간의 시퀀스의 추출을 통해 사용자가 공격의 순차적인 구조나 그 이면에 감추어진 전략을 이해하는데 도움을 주며, 현재의 경보 이후에 발생 가능한 경보들을 예측할 수 있다.

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Implementation of Intelligent Warning system through Prediction and Analysis of Disaster Information (재난정보 예측·분석을 통한 지능형 경보체계 구축 방안)

  • Shim, Hyoung-Seop;You, Beom-Jong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2018.07a
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    • pp.191-192
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    • 2018
  • 본 논문에서는 재난안전정보를 수집 연계 체계를 구축하여, 재난유형별 예측 분석을 통한 지능형 경보체계 구축 방안을 연구하였다. 각 부처 기관이 보유하고 있는 재난안전정보 유형별 분류하여 빅데이터 기반의 예측 분석을 지원할 수 있는 체계를 제시하였다.

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