CECN-DNN: A Cloud-Edge Collaborative Inference Approach to Intrusion Detection

Key Points

• Effective intrusion detection is achieved through a cloud-edge collaborative approach, enhancing response times in cybersecurity.
• The proposed method employs deep neural networks to analyze and mitigate security threats in real-time.
• A collaborative inference process reduces latency and improves detection accuracy, adapting to various cyber environments.
• Supports the need for advanced solutions in cybersecurity, as traditional methods may not handle evolving threats adequately.