Benign-anchored class-balanced replay with a tabular transformer nearly matches joint training on CICIDS2017, and buffer poisoning attacks show the replay store must be treated as security-critical state.
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Adaptive Intrusion Detection System using Transformer-Based Neural Networks and Continual Learning Approach with Adversarial Investigation
Benign-anchored class-balanced replay with a tabular transformer nearly matches joint training on CICIDS2017, and buffer poisoning attacks show the replay store must be treated as security-critical state.