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[๐Ÿ›ก๏ธ 2024 ์บก์Šคํ†ค๋””์ž์ธ1] "ADOSI " : DDoS AI ํƒ์ง€ ๋ฐ ๋Œ€์‘์„ ์ œ๊ณตํ•˜๋Š” ์ง€๋Šฅํ˜• IPS

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nakyung1007/Capston_design_ADOSI

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Database
Database
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__pycache__
__pycache__
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dataset
dataset
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myenv
myenv
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packet
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packet_analyis
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static/images
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templates
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.gitignore
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README.md
README.md
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app(1).py
app(1).py
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app.log
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app.py
app.py
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app_real.py
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attack.py
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classification.py
classification.py
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db.sqlite
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ddostest.py
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forms.py
forms.py
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joblib ์ œ์™ธ
joblib ์ œ์™ธ
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map.py
map.py
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validation.py
validation.py
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๐Ÿ›ก๏ธ ์ธํ„ฐ๋„ท ์‚ฌ์šฉ์ž ๋ณดํ˜ธ๋ฅผ ์œ„ํ•œ DDoS ๊ณต๊ฒฉ์— ๋Œ€ํ•œ AI ํƒ์ง€ ๋ฐ ๋Œ€์‘ ์„œ๋น„์Šค, ADOSI ๐Ÿ–ฅ๏ธ

ADOSI๋Š” ์ธํ„ฐ๋„ท ์‚ฌ์šฉ์ž ๋ณดํ˜ธ๋ฅผ ์œ„ํ•ด DDoS AI ํƒ์ง€ ๋ฐ ๋Œ€์‘์„ ์ œ๊ณตํ•˜๋Š” ์ง€๋Šฅํ˜• IPS(์นจ์ž… ๋ฐฉ์ง€ ์‹œ์Šคํ…œ) ์ž…๋‹ˆ๋‹ค.

๋ชฉํ‘œ๋Š” ์•…์˜์ ์ธ DDoS ๊ณต๊ฒฉ์„ ์‹ ์†ํžˆ ํƒ์ง€ํ•˜๊ณ  ๋Œ€์‘ํ•˜์—ฌ, ์„œ๋น„์Šค์˜ ๊ฐ€์šฉ์„ฑ๊ณผ ์•ˆ์ •์„ฑ์„ ์œ ์ง€ํ•˜๋Š” ๋ฐ ์ค‘์ ์„ ๋‘” ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค.

๐Ÿ“Œ ํ”„๋กœ์ ํŠธ ๊ฐœ์š”

ํ”„๋กœ์ ํŠธ ๊ธฐ๊ฐ„: 2024.03.04 ~ 2024.06.12

ํŒ€๋ช…: ADOSI

๋ชฉํ‘œ: ๋„คํŠธ์›Œํฌ ํŠธ๋ž˜ํ”ฝ์˜ ์‹ค์‹œ๊ฐ„ ๋ถ„์„๊ณผ DDoS ํƒ์ง€๋ฅผ ํ†ตํ•ด ์ธํ„ฐ๋„ท ์‚ฌ์šฉ์ž ๋ฐ ์„œ๋น„์Šค ์ œ๊ณต์ž์˜ ์•ˆ์ •์ ์ธ ๋„คํŠธ์›Œํฌ ํ™˜๊ฒฝ์„ ๋ณด์žฅํ•˜๋Š” ์›น ์„œ๋น„์Šค

ํŒ€ ๊ตฌ์„ฑ

  • ํŒ€์žฅ : ์ •๊ถŒํฌ
    ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ, ๋žœ๋ค ํฌ๋ ˆ์ŠคํŠธ ๋ชจ๋ธ ๊ตฌ์ถ•

  • ํŒ€์› : ์กฐ๋‚˜๊ฒฝ
    DB ๊ตฌ์ถ•, ๋ฐ์ดํ„ฐ์…‹ ์ˆ˜์ง‘, ์›น ๋ฐฑ์—”๋“œ, ๋ชจ๋ธ๊ณผ ์›น ์—ฐ๋™

  • ํŒ€์› : ๊น€์„ธ๋ฆฐ
    ๊ณต๊ฒฉ ์‹œ๋ฎฌ๋ ˆ์ด์…˜, ๋ฐ์ดํ„ฐ ์…‹ ์ˆ˜์ง‘

  • ํŒ€์› : ์กฐ์ˆ˜์•„
    ์›น ํ”„๋ก ํŠธ์—”๋“œ, ๋ฐฑ์—”๋“œ

  • ํŒ€์› : ํ™ฉ์œคํ•˜
    ๊ณต๊ฒฉ ์‹œ๋ฌผ๋ ˆ์ด์…˜

๐Ÿ› ๏ธ ์ฃผ์š” ๊ธฐ๋Šฅ

  1. ์‹ค์‹œ๊ฐ„ ํŠธ๋ž˜ํ”ฝ ๋ถ„์„
  • ๋„คํŠธ์›Œํฌ ํŠธ๋ž˜ํ”ฝ ํŒจํ„ด์„ ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋ชจ๋‹ˆํ„ฐ๋งํ•˜์—ฌ ์ด์ƒ ์ง•ํ›„ ํƒ์ง€.
  1. DDoS ๊ณต๊ฒฉ ํƒ์ง€ ๋ฐ ๋ฐฉ์–ด
  • ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ํƒ์ง€ ์•Œ๊ณ ๋ฆฌ์ฆ˜(๋žœ๋ค ํฌ๋ ˆ์ŠคํŠธ)์„ ํ™œ์šฉํ•˜์—ฌ DDoS ๊ณต๊ฒฉ์„ ์‹๋ณ„ํ•˜๊ณ  ์ž๋™ ๋Œ€์‘.

โš™๏ธ ์‹œ์Šคํ…œ ํ๋ฆ„๋„

แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 34 18

๊ธฐ๋Šฅ ์†Œ๊ฐœ

์‚ฌ์šฉ์ž๊ฐ€ ํ™œ๋™ํ•˜๋Š” ์›น ํŽ˜์ด์ง€ ํ™”๋ฉด (์ง€๋„, ๋ฉ”์ธ, ๊ฐ€์œ„๋ฐ”์œ„๋ณด ํŽ˜์ด์ง€)

แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 45 06 แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 45 21 แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 45 30

์‹ค์‹œ๊ฐ„ ํŠธ๋ž˜ํ”ฝ์„ ๋ถ„์„ํ›„ ๋žœ๋ค ํฌ๋ ˆ์ŠคํŠธ ๋ชจ๋ธ์„ ์ ์šฉํ•˜์—ฌ ํŒ๋‹จํ•˜์—ฌ ๋กœ๊ทธ์— ํ‘œ์‹œ

แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 47 21 แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 48 07

๊ด€๋ฆฌ์ž ํŽ˜์ด์ง€์—์„œ ๊ณต๊ฒฉ์ด ๊ฐ์ง€ ๋˜์—ˆ์„๋•Œ, ๊ฒฝ๊ณ ๋ฌธ ํ™•์ธ

Validation IP ์ฃผ์†Œ ๋ชฉ๋ก์„ ๊ด€๋ฆฌํ•˜์—ฌ ๊ณต๊ฒฉ ํƒ์ง€ ์‹œ์—๋„ ํ—ˆ์šฉ๋œ IP๋งŒ ์ ‘๊ทผํ• ์ˆ˜ ์žˆ๋„๋ก ํ•จ.
แ„‰แ…ณแ„แ…ณแ„…แ…ตแ†ซแ„‰แ…ฃแ†บ 2024-11-28 แ„‹แ…ฉแ„’แ…ฎ 7 48 28

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[๐Ÿ›ก๏ธ 2024 ์บก์Šคํ†ค๋””์ž์ธ1] "ADOSI " : DDoS AI ํƒ์ง€ ๋ฐ ๋Œ€์‘์„ ์ œ๊ณตํ•˜๋Š” ์ง€๋Šฅํ˜• IPS

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