Making a Simple Threat Detector Script

Real Output Example

test_data = [[15, 4, 1]]  # 15 attempts, 4 retries, failed login
prediction = model.predict(test_data)

print("Threat Detected!" if prediction == 1 else "Safe Activity")

Possible Outputs:

• Threat Detected!

• Safe Activity