import streamlit as st
import numpy as np

st.title("Intrusion Detection System")

st.write("Enter input values:")

# Example input (adjust size if needed)
inputs = []

for i in range(50):  # match your feature count
    val = st.number_input(f"Feature {i+1}", value=0.0)
    inputs.append(val)

if st.button("Predict"):
    data = np.array(inputs).reshape(1, -1)
    
    prediction = model.predict(data)
    result = int(prediction[0][0] > 0.5)
    
    if result == 1:
        st.error("⚠️ Attack Detected")
    else:
        st.success("✅ Normal Traffic")