Network Security and Intrusion Detection

Field	Computer Science
Subfield	Computer Networks and Communications
Domain	Physical Sciences
OpenAlex	T10400

Smeal faculty

• Nathaniel D. Bastian - score 8.0
• Bharadwaj Kannan - score 1.0

Papers

• Payload-Byte: A Tool for Extracting and Labeling Packet Capture Files of Modern Network Intrusion Detection Datasets (2022) - cites 47
• Transfer learning for raw network traffic detection (2022) - cites 44
• Generating realistic cyber data for training and evaluating machine learning classifiers for network intrusion detection systems (2022) - cites 39
• A sequential deep learning framework for a robust and resilient network intrusion detection system (2024) - cites 36
• Towards Real-Time Network Intrusion Detection With Image-Based Sequential Packets Representation (2024) - cites 32
• Machine learning raw network traffic detection (2021) - cites 31
• SeNet-I: An approach for detecting network intrusions through serialized network traffic images (2023) - cites 26
• XG-NID: Dual-modality network intrusion detection using a heterogeneous graph neural network and large language model (2025) - cites 26
• Enhanced Security Measures in Advanced Wireless SensorNetworks: Multi-Attack Prevention Strategies (2024) - cites 1