Input (network flow/session/packet window) │ [Preprocessing & Feature Scaling] │ CNN (1D/2D conv layers) │ Mamba SSM (Selective Scan Modeling) │ Fully Connected Layer │ Softmax / Sigmoid ↓ ...

A review by researchers at Tongji University and the University of Technology Sydney published in Frontiers of Computer Science, highlights the powerful role of graph neural networks (GNNs) in ...

Abstract: Given the distributed nature of the massively connected “Things” in IoT, IoT networks have been a primary target for cyberattacks. Although machine learning based network intrusion detection ...

Abstract: Network intrusion detection systems (NIDS ... We propose GTAE-IDS, a novel unsupervised packet-based graph neural network framework aimed at early and precise anomaly detection in network ...

Ahead of Google’s Android 16 launch next week, the company said on Tuesday that it is expanding its recently launched AI flagging feature for the Google Messages app, known as Scam Detection ...

COY WIRE, CNN 10 ANCHOR: Hello, sunshine. Welcome to another CNN 10 Field Trip. I'm Coy Wire. Happy Friyay. I'm here in the great southwest in picturesque New Mexico. I'm in the town of Hatch ...