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Deep Learning Meets Cybersecurity: A Hybrid Approach to Detecting DDoS Attacks with Unmatched Accuracy

  • Researchers propose a hybrid optimization-based deep belief network for DDoS attack detection.
  • The proposed approach combines a Stacked Sparse Denoising Autoencoder (SSDAE) with hybrid optimization techniques.
  • The model demonstrates exceptional performance, achieving high accuracy, precision, recall, and F1-score.
  • The research highlights the potential of deep learning in enhancing intrusion detection systems against DDoS attacks.

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