• Title/Summary/Keyword: 경찰수사

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ATM for criminal prevention using deep learning (딥러닝을 이용한 범죄예방 현금인출기)

  • Park, Jiwoo;Lee, Hayoung;Baek, Hwayoung;Park, Boyoung;Jo, Junghwi
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.10a
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    • pp.521-523
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    • 2018
  • 본 논문은 보이스피싱 발생 후의 대처 방안이 아닌, 범죄 행위 자체의 예방을 목적으로 하는 신원 허가 후의 자동인출기 시스템을 제안한다. 범죄예방 현금인출기(ATM)의 작동과정은 크게 두 가지이다. 첫째, YOLO Detection System을 이용하여 학습된 데이터에 기반하여, 사용자의 얼굴에서 선글라스와 마스크를 검출한다. 둘째, 미리 학습된 범죄자 모델 데이터에 앞서 사용자의 신원을 조회하고 ATM의 사용허가를 내준다. 혹은 주요지명 피의자일 경우, 경찰에 실시간 안내를 주어 범죄 수사를 용이하게 한다.

Lie Detection of statements using voice and image data in the video (동영상에서 음성과 이미지 데이터를 이용한 진술의 거짓말 탐지)

  • Yang, Ji-Seok;Jin, Ye-Seom;Lee, Seoung-Woo;Weon, Ill-young
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.690-693
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    • 2021
  • 경찰 수사에서 진술의 진실 여부를 인공지능 기법을 이용하여 판단하는 연구는 인적, 물적 자원의 낭비를 줄일 수 있다. 우리는 진술 동영상에서 이미지, 음성 데이터를 각각 추출하여 동시에 고려해 진술의 진실 여부를 자동으로 판단하는 시스템을 제안하였다. 실험을 통해 제안된 시스템이 유의미함을 알 수 있었다.

Analysis of Fiber Damage data Due to Physical and Chemical Causes (물리적, 화학적 원인에 의한 섬유 손상 데이터 분석)

  • Ji-Young, Seo;You, Jae-Doo;Dong-Min, Lee;Cho-Won, Park;Young-Wook, Woon
    • Journal of Industrial Convergence
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    • v.21 no.2
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    • pp.93-101
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    • 2023
  • In this study, the physical and chemical fiber damage caused by knives, scissors, and chemicals was analyzed and used as technical data to determine the cause of the damage. Using 4 types of knives, 5 types of scissors and 4 types of chemicals(Sulfuric Acid, Hydrochloric Acid, Sodium Hydroxide, Potassium Hydroxide) physical and chemical to Cotton, Wool, Polyester, Rayon, T/C (Polyester 50%, Cotton 50%), T/W (Polyester 50%, Wool 50%) Damages were created and analyzed for damage caused by tools and chemicals. For penetrating damage caused by knives and scissors, 'V' type damage was generally seen when the blade part was penetrated, 'T', 'ㅁ', ''C' type damage was found, and in the case of scissors, 'Y' ' This type of damage was common. Fiber damage caused by chemicals showed various damage such as remanent trace, corrosion, degraded, contracting, and color changes. Physical damage of fibers showed differences in characteristics according to the shape characteristics of tools, and chemical damage showed differences in characteristics according to chemicals and types of fibers.

Prevention Methods of Cyber-crimes using the Private Security (민간경비를 활용한 사이버범죄 예방 방안)

  • Kim, Sang-Woon;Jo, Hyun-Bin
    • The Journal of the Korea Contents Association
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    • v.13 no.3
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    • pp.141-151
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    • 2013
  • With the spread of Personal Computers(PC) in the 1980's, many people started to deal businesses with PC. From late 1990's, the Internet age with PC have started and many people have showed keen interest in cyber-space and now they are utilizing it. Since 2000's the use of cyber-space have skyrocketed and it caused significant changes to humans' life. There was a huge prosperity to us but the new kind of crime, cyber-crime, was raised. Unlike past physical type of crimes, those cyber-crimes take place in the cyber-space and they have special features of non-facing, anonymity, specialty, technologic, repetition, continuation. Those cyber-crimes are continually growing since 2003 and in 2010 it almost doubled compared to 2003. General cyber-crimes like phishing-scam pornography circulation was most of them and notably perpetrators of them are younger generation. Recently cyber-crimes are showing the trend of advancing more and more and cyber-bullying, fraud like phishing scam are on the rise. The police are responding by making 'Cyber Terror Response Center', but it does not work effectively with the problems of breakup of prevention and investigation unit, procedure of investigation and the system itself. So, I suggest practical use of private security to remedy our police's weakness and to prevent cyber-crimes. Preventing solutions of cyber-crime with private security are physical defense of large-scale servers and vital computers, building of Back-up system to prevent vital data loss, and building of cyber-crime preventing system combining software and hardware.

The Search of the Crime Prevention Method through the Crime Pattern to Apartment Type (아파트의 형태에 따른 범죄유형과 범죄예방 방법 모색)

  • Choi, Hwan-Young;Chae, Jong-Min
    • Journal of forensic and investigative science
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    • v.2 no.1
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    • pp.23-31
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    • 2007
  • Apartments are built in small countries to accommodate densely populated cities and maximize urbanization. Many apartment complexes have been built in recent reconstruction or redevelopment projects. An increase in crime has resulted due to residents living in a narrow space. Larceny is the most commonly reported crime in apartment complexes. Apartments can be classified as stairway, hallway, or plane surface. This study compares and analyzes the frequency of theft by apartment type to assist in creating a safer residential space. In America and England, scholars studied to make a safer residential space, and have applied the theory of 'the Defensible Space' and 'Crime Prevention Through Environmental Design(CPTED)' since 1970s. Korean apartment design now reflects CPTED in new apartment construction. In this study, 12 apartment complexes were selected in Changwon city to conduct analysis of theft in selected complexes. The study will cover housing invasion theft, motorcycle and car theft and snatching. The most frequency larceny is motorcycle and car theft, the second is housing invasion theft, and the least frequent is snatching. More residents' motorcycles and cars are damaged in a hallway style apartment. More frequently inhabitants have their possessions snatched on a stairway form. 1) When we build new apartment complexes, we must plan to improve territoriality and enhance a natural surveillance by reinforcing dwellers' relationship. Through planning we can prevention the larceny in apartments.

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Study on the Improvement of a Special Fire Police Judicial Police System (소방특별사법경찰제도의 문제점에 따른 개선방안 연구)

  • Park, Hyeong-Jin;Kim, Jung-Rae;Kim, Jong-Buk;Cha, jin;Kwon, Hyun-Seok;Lee, Si-Young
    • Fire Science and Engineering
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    • v.32 no.5
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    • pp.77-86
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    • 2018
  • In recent years, the high growth of the Korean society has led to the development of large and small incidents and accidents, while safety regulations, such as the firefighting sector, have been strengthened with the expectation of people desiring safety. This study surveyed the problems and improvement plan of the current operation centered on the fire service public officers in Gyeonggi-do and Gangwon. As a result of the main research, it is necessary to arrange and carry out excellent investigative manpower, such as lawyers and professional career veterans in the fire department, metropolitan city and provincial firefighting headquarters, and frontline fire departments. In particular, it was suggested that a special task force should be established and set up in the above agency, and the planning investigation and enforcement work should be solved through subdivision of the fire special enforcement officer tasks, and the judicial cases that are difficult to be handled by the local fire station. In future research, it will be necessary to study the field of fire - fighting specialists' needs for more specialized education and various disaster field experiences.

An Exploratory Study on the Risks and Threats of SNS(Social Network Service): From a Policing Perspective (SNS(Social Network Service)의 위험성 및 Policing(경찰활동)에 미칠 영향에 대한 시론적 연구)

  • Choi, Jin-Hyuk
    • Korean Security Journal
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    • no.29
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    • pp.301-336
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    • 2011
  • This exploratory study aims to review the risks and threats of social network services(SNSs), particularly focusing upon the policing perspective. This paper seeks to acknowledge the present risk/danger of SNSs and the very significance of establishing a strategic framework to effectively prevent and/or control criminal misuse of SNSs. This research thus advocates that proactive study on security issues and criminal aspects of SNSs and preventive countermeasures can play a significant role in policing the networked society in the time of digital/internet age. Social network sites have been increasingly attracting the attention of entrepreneurs, and academic researchers as well. In this exploratory article, the researcher tried to define concepts and features of SNSs and describe a variety of issues and threats posed by SNSs. After summarizing existing security risks, the researcher also investigated both the potential threats to privacy associated with SNSs, such as ID theft and fraud, and the very danger of SNSs in case of being utilized by terrorists and/or criminals, including cyber-criminals. In this study, the researcher primarily used literature reviews and empirical methods. The researcher thus conducted extensive case studies and literature reviews on SNSs. The literature reviews herein cover theoretical discussions on characteristics, usefulness, and/or potential danger/harm of SNSs. Through the literature review, the researcher also concentrated upon being able to identify a strategic framework for law enforcement to effectively prevent criminal misuse of SNSs The limitation of this study can be lack of statistical data and attempts to examine previously un-researched area in the field of SNS and its security risks and potential criminal misuse. Thus, to supplement this exploratory study, more objective theoretical models and/or statistical approaches would be needed to provide law enforcement with sustainable policing framework and contribute to suggesting policy implications.

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Fluorescent Enhancement of Bloody Fingermarks Deposited on Dark non-porous Surfaces (어두운 비다공성 표면에 유류된 혈지문 형광 증강에 관한 연구)

  • Kim, Ji-Yeon;Kim, Chae-Won;Kim, Ju-Eun;Yu, Je-Seol
    • The Journal of the Korea Contents Association
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    • v.18 no.2
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    • pp.124-131
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    • 2018
  • This study aimed to compare effectiveness of fluorescent reagents for enhancing blood such as acid yellow 7, rhodamine 6G, eosin Y. AY7 and eosin Y have been introduced in Korea as fluorescent reagents for enhancing blood, but not rhodamine 6G. In this study, researchers photographed when each reagents gave the most effective results. Consequently, rhodamine 6G was superior to the others. Eosin Y enhanced bloody fingermarks weakly compared to AY7 and rhodamine 6G. Furthermore, the more depletion trials were done, the less effectiveness were shown. Therefore, researchers recommended that crime scene investigators try to use rhodamine 6G fluorescent reagents for enhancing blood.

A Geo-statistical Assessment of Heavy Metal Pollution in the Soil Around a Ship Building Yard in Busan, Korea (통계지표를 활용한 부산지역 조선소 주변 토양 내 중금속 오염조사 연구)

  • Choi, Jung-Sik;Jeon, Soo kyung
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.24 no.7
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    • pp.907-915
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    • 2018
  • With the increase of metal usage in various industries, metal pollution and ecological toxicity in the environmental system have become a significant concern. A geo-statistical index has been widely used to determine contamination level with normalization through a background value. In this study, geo-statistical indexes such as an enrichment factor, accumulation index, and potential ecological risk index were used to assess metal pollution in soil at locations associated with shipbuilding manufacturing industries. Metal contamination, especially of Cu and Pb, was observed in some samples located closer to manufacturing sites. Enrichment factor and accumulation (IGEO) values were indicative of concerning levels of soil contamination in specific samples, and the soil contamination could be induced by anthropogenic sources. In further study, after more detailed sampling for soil and potential pollution sources, high interpretation techniques such as Pb isotope analysis and X-ray analysis will be needed to investigate source identification.

Comparison of aging fingerprint enhancement by pre-treatment of various initiator powders in the cyanoacrylate fuming method (다양한 개시제(initiator)분말 전처리(pre-treatment)를 통한 노화된 지문의 Cyanoacrylate Fuming법 현출 증강 비교)

  • Kim, Kyung-Soo;Lee, Yoon-Jeong;Seo, Kyung-Suk
    • Analytical Science and Technology
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    • v.35 no.3
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    • pp.129-135
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    • 2022
  • We tested the pre-treatment of alumina, leucine, alumina mixed with leucine at ratios of 9:1 (Al-Leu (9:1)) and 5:1 (Al-Leu (5:1)), and alumina mixed with sodium lactate at a ratio of 5:1 (Al-Lac (5:1)) on aged fingerprints (1, 7, 14, and 30 days after natural fingerprinting) before cyanoacrylate (CA) fuming to improve the development efficacy. As a result of the experiment, fingerprints with pre-treatment of alumina, leucine, Al-Leu (9:1), Al-Leu (5:1), and Al-Lac (5:1) showed better development efficacy (area and minutiae) than fingerprints without pre-treatment. Therefore, this modified CA fuming method improved the development efficacy with five pretreatments.