One primary challenge was ensuring that the tool could analyze and process network traffic data in real-time without causing significant latency, requiring optimized algorithms and efficient data processing techniques. Developing reliable algorithms to detect a wide range of cyber threats accurately was another major hurdle, including implementing techniques for encrypted traffic analysis without compromising user privacy and ensuring robust detection mechanisms for various attack patterns