A two-stage intrusion detection system with auto-encoder and LSTMs von Mushtaq, Earum, Zameer, Aneela, Umer, Muhammad, Abbasi, Asima Akber

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Cost-sensitive stacked long short-term memory with an evolutionary framework for minority class detection von Abbasi, Asima Akber, Zameer, Aneela, Mushtaq, Earum, Raja, Muhammad Asif Zahoor

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An enhanced strategy for minority class detection using bidirectional GRU employing penalized cross-entropy and self-attention mechanisms for imbalance network traffic von Abbasi, Asima Akber, Zameer, Aneela, Raja, Muhammad Asif Zahoor

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