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README.md
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sdk: gradio
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sdk_version:
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python_version: '3.12'
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app_file: app.py
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pinned: false
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title: DDoS Detection System
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emoji: 🛡️
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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# 🛡️ DDoS Detection System
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Detect DDoS attacks in real-time using **Packets Per Second (PPS)** calculation.
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## How It Works
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Enter two values from your network flow data:
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- **Flow Duration** — how long the flow lasted (in microseconds)
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- **Total Packets** — total number of packets in the flow
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The system calculates PPS and classifies the traffic instantly.
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## Threat Levels
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| PPS Range | Status |
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|-----------|--------|
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| < 500 | ✅ NORMAL |
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| 500 – 2,000 | ⚠️ SUSPICIOUS |
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| 2,000 – 10,000 | 🚨 HIGH TRAFFIC |
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| > 10,000 | 🔥 DDoS ATTACK! |
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## Example Inputs
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| Flow Duration (µs) | Total Packets | PPS | Result |
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|--------------------|---------------|-----|--------|
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| 1,000,000 | 100 | 100 | ✅ NORMAL |
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| 100,000 | 100 | 1,000 | ⚠️ SUSPICIOUS |
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| 10,000 | 100 | 10,000 | 🚨 HIGH TRAFFIC |
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| 98 | 15 | 153,061 | 🔥 DDoS ATTACK! |
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