性满足 发表于 2025-3-30 09:49:41
Host Based Intrusion Detection System with Combined CNN/RNN Modelproved anomaly IDS. Intrusion Detection is based on determining the probability of a particular call sequence occurring from a language model trained on normal call sequences from the ADFA Data set of system call traces [.]. Sequences with a low probability of occurring are classified as an anomaly.GLEAN 发表于 2025-3-30 13:52:31
http://reply.papertrans.cn/31/3003/300276/300276_52.pngWernickes-area 发表于 2025-3-30 19:53:47
http://reply.papertrans.cn/31/3003/300276/300276_53.pngCYN 发表于 2025-3-30 23:03:44
Neural Networks in an Adversarial Setting and Ill-Conditioned Weight Spacerk’s susceptibility towards adversarial examples. For ensuring that the learned weight matrix’s condition number remains sufficiently low, we suggest using an orthogonal regularizer. We show that this indeed helps in increasing the adversarial accuracy on MNIST and F-MNIST datasets.