https://github.com/bassyu/information-security-rnd-data-challenge-2019

한국인터넷진흥원(KISA) 정보보호 R&D 데이터 챌린지 2019
https://github.com/bassyu/information-security-rnd-data-challenge-2019

data-science

Last synced: about 1 year ago
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한국인터넷진흥원(KISA) 정보보호 R&D 데이터 챌린지 2019

• Host: GitHub
• URL: https://github.com/bassyu/information-security-rnd-data-challenge-2019
• Owner: bassyu
• Created: 2019-11-16T05:56:03.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-12-15T13:54:29.000Z (over 6 years ago)
• Last Synced: 2023-02-26T11:21:21.348Z (over 3 years ago)
• Topics: data-science
• Language: Jupyter Notebook
• Homepage: http://datachallenge.kr/challenge19/rd-datachallenge/malware/introduction/
• Size: 5.53 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 정보보호 R&D 데이터 첼린지 2019

## AI 기반 악성코드 탐지

#### 역할

1. EDA, 전처리

2. model 학습, 평가

---

#### KISA 제공 학습 데이터셋 평가 (7:3)

- 전처리 전

    - 정탐율 : 97.50

    - 탐지율 : 94.93

- 전처리 후

    - 정탐율 : 97.96

    - 탐지율 : 95.85

---

#### 본선 데이터셋 결과 (전체 7위)

1. 본선 1일차

    - 정탐율 : 97.88

    - 탐지율 : 95.52

2. 본선 2일차

    - 정탐율 : 96.32

    - 탐지율 : 92.70