Scientific Research Publishing

Next-Generation Cyber Defense: AI-Powered Predictive Analytics for National Security and ...

Awurum, N.P. (2025) Next-Generation Cyber Defense: AI-Powered Predictive Analytics for National Security and Threat Resilience. Open Access Library Journal, 12, 1-17. doi: 10.4236/oalib.1114210 .
IEEE

An Ensemble Learning Approach for Cyber Attack Detection on NSL-KDD and UNSW-NB15 Datasets

Abstract: Rapid developments in computer technology have made cybersecurity a critical priority for businesses, government agencies, and individuals. Intrusion Detection Systems, which play an ...
GitHub

hybrid-ids

Hybrid WCGAN-ACGAN framework for balanced network intrusion detection on NSL-KDD and UNSW-NB15 datasets using XGBoost, Decision Trees, CNN, and AutoGluon classifiers ...
IEEE

A Deep Neural Networks Model for Intrusion Detection in UNSW-NB15 Dataset

Abstract: The data center and cloud computing systems integration have taken over more and more central tasks in our daily activities. Although it adds more commodes through more linkages, which also ...
来自MSN

20 Activation Functions in Python for Deep Neural Networks – ELU, ReLU, Leaky-ReLU ...

Explore 20 different activation functions for deep neural networks, with Python examples including ELU, ReLU, Leaky-ReLU, Sigmoid, and more. #ActivationFunctions #DeepLearning #Python Virginia 2025 ...