Create app.py

app.py

@@ -0,0 +1,24 @@
+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")