ddos-attack/webpage.html at main · OkeyAmy/ddos-attack · GitHub

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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Network Traffic Prediction</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            display: flex;
            justify-content: center;
            padding-top: 20px;
            background-color: #f3f3f3;
            color: #333;
        }
        .container {
            max-width: 700px;
            width: 100%;
            padding: 20px;
            border: 1px solid #ddd;
            border-radius: 8px;
            background-color: #fff;
            box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);
        }
        h2 {
            text-align: center;
            color: #333;
            font-weight: bold;
            margin-bottom: 20px;
        }
        .form-grid {
            display: grid;
            grid-template-columns: repeat(2, 1fr);
            gap: 15px;
        }
        .form-group {
            display: flex;
            flex-direction: column;
        }
        label {
            font-weight: bold;
            margin-bottom: 5px;
            font-size: 14px;
            color: #555;
        }
        input[type="number"] {
            padding: 8px;
            border-radius: 4px;
            border: 1px solid #ccc;
            font-size: 14px;
            width: 100%;
        }
        input[type="number"]:invalid {
            border-color: rgb(0, 0, 0);
        }
        button {
            width: 100%;
            padding: 12px;
            font-size: 16px;
            background-color: #007bff;
            color: white;
            border: none;
            border-radius: 5px;
            cursor: pointer;
            margin-top: 20px;
            transition: background-color 0.3s ease;
        }
        button:hover {
            background-color: #0056b3;
        }
        .result {
            margin-top: 20px;
            text-align: center;
            font-size: 18px;
            color: #333;
        }
        .loading {
            text-align: center;
            font-size: 18px;
            color: #007bff;
        }
    </style>
</head>
<body>

<div class="container">
    <h1>Network Traffic Prediction</h1>
    <form id="predictionForm">
        <div class="form-grid">
            <!-- All form fields included here -->
            <div class="form-group">
                <label for="tcp_srcport">TCP Source Port</label>
                <input type="number" id="tcp_srcport" name="tcp_srcport" required>
            </div>
            <div class="form-group">
                <label for="tcp_dstport">TCP Destination Port</label>
                <input type="number" id="tcp_dstport" name="tcp_dstport" required>
            </div>
            <div class="form-group">
                <label for="ip_proto">IP Protocol</label>
                <input type="number" id="ip_proto" name="ip_proto" required>
            </div>
            <div class="form-group">
                <label for="frame_len">Frame Length</label>
                <input type="number" id="frame_len" name="frame_len" required>
            </div>
            <div class="form-group">
                <label for="tcp_flags_syn">TCP Flags SYN</label>
                <input type="number" id="tcp_flags_syn" name="tcp_flags_syn" required>
            </div>
            <div class="form-group">
                <label for="tcp_flags_reset">TCP Flags RESET</label>
                <input type="number" id="tcp_flags_reset" name="tcp_flags_reset" required>
            </div>
            <div class="form-group">
                <label for="tcp_flags_push">TCP Flags PUSH</label>
                <input type="number" id="tcp_flags_push" name="tcp_flags_push" required>
            </div>
            <div class="form-group">
                <label for="tcp_flags_ack">TCP Flags ACK</label>
                <input type="number" id="tcp_flags_ack" name="tcp_flags_ack" required>
            </div>
            <div class="form-group">
                <label for="ip_flags_mf">IP Flags MF</label>
                <input type="number" id="ip_flags_mf" name="ip_flags_mf" required>
            </div>
            <div class="form-group">
                <label for="ip_flags_df">IP Flags DF</label>
                <input type="number" id="ip_flags_df" name="ip_flags_df" required>
            </div>
            <div class="form-group">
                <label for="ip_flags_rb">IP Flags RB</label>
                <input type="number" id="ip_flags_rb" name="ip_flags_rb" required>
            </div>
            <div class="form-group">
                <label for="tcp_seq">TCP Sequence</label>
                <input type="number" id="tcp_seq" name="tcp_seq" required>
            </div>
            <div class="form-group">
                <label for="tcp_ack">TCP Acknowledgment</label>
                <input type="number" id="tcp_ack" name="tcp_ack" required>
            </div>
            <div class="form-group">
                <label for="packets">Packets</label>
                <input type="number" id="packets" name="packets" required>
            </div>
            <div class="form-group">
                <label for="bytes">Bytes</label>
                <input type="number" id="bytes" name="bytes" required>
            </div>
            <div class="form-group">
                <label for="tx_packets">Tx Packets</label>
                <input type="number" id="tx_packets" name="tx_packets" required>
            </div>
            <div class="form-group">
                <label for="tx_bytes">Tx Bytes</label>
                <input type="number" id="tx_bytes" name="tx_bytes" required>
            </div>
            <div class="form-group">
                <label for="rx_packets">Rx Packets</label>
                <input type="number" id="rx_packets" name="rx_packets" required>
            </div>
            <div class="form-group">
                <label for="rx_bytes">Rx Bytes</label>
                <input type="number" id="rx_bytes" name="rx_bytes" required>
            </div>
        </div>
        <button type="submit">Submit</button>
    </form>

    <div id="loadingMessage" class="loading" style="display: none;">Submitting...</div>
    <div class="result" id="result"></div>
</div>

<script>
    document.getElementById('predictionForm').addEventListener('submit', async function(event) {
        event.preventDefault();

        // Show loading message
        document.getElementById('loadingMessage').style.display = 'block';

        const formData = {
            "tcp.srcport": parseInt(document.getElementById('tcp_srcport').value),
            "tcp.dstport": parseInt(document.getElementById('tcp_dstport').value),
            "ip.proto": parseInt(document.getElementById('ip_proto').value),
            "frame.len": parseInt(document.getElementById('frame_len').value),
            "tcp.flags.syn": parseInt(document.getElementById('tcp_flags_syn').value),
            "tcp.flags.reset": parseInt(document.getElementById('tcp_flags_reset').value),
            "tcp.flags.push": parseInt(document.getElementById('tcp_flags_push').value),
            "tcp.flags.ack": parseInt(document.getElementById('tcp_flags_ack').value),
            "ip.flags.mf": parseInt(document.getElementById('ip_flags_mf').value),
            "ip.flags.df": parseInt(document.getElementById('ip_flags_df').value),
            "ip.flags.rb": parseInt(document.getElementById('ip_flags_rb').value),
            "tcp.seq": parseInt(document.getElementById('tcp_seq').value),
            "tcp.ack": parseInt(document.getElementById('tcp_ack').value),
            "Packets": parseInt(document.getElementById('packets').value),
            "Bytes": parseInt(document.getElementById('bytes').value),
            "Tx Packets": parseInt(document.getElementById('tx_packets').value),
            "Tx Bytes": parseInt(document.getElementById('tx_bytes').value),
            "Rx Packets": parseInt(document.getElementById('rx_packets').value),
            "Rx Bytes": parseInt(document.getElementById('rx_bytes').value)
        };

        try {
            const response = await fetch('http://127.0.0.1:8000/predict', {
                method: 'POST',
                headers: {
                    'Content-Type': 'application/json'
                },
                body: JSON.stringify(formData)
            });

            if (!response.ok) {
                throw new Error('Network response was not ok');
            }

            const result = await response.json();

            // Hide loading message and show result
            document.getElementById('loadingMessage').style.display = 'none';
            document.getElementById('result').innerHTML = `
                <strong>Predicted Class:</strong> ${result.predicted_class} <br>
                <strong>Class Label:</strong> ${result.class_label}
            `;
        } catch (error) {
            // Hide loading message and show error message
            document.getElementById('loadingMessage').style.display = 'none';
            document.getElementById('result').innerHTML = "An error occurred. Please try again.";
            console.error("Error:", error);
        }
    });
</script>

</body>
</html>