15 citations · 22 across the 4 of their papers we have counts for
4 papers
STEP: Spatial-Temporal Network Security Event Prediction
Qiumei Cheng, Yi Shen, Dezhang Kong +1
Network security events prediction helps network operators to take response strategies from a proactive perspective, and reduce the cost caused by network attacks, which is of grea…
Packet-Level Adversarial Network Traffic Crafting using Sequence Generative Adversarial Networks
Qiumei Cheng, Shiying Zhou, Yi Shen +2
The surge in the internet of things (IoT) devices seriously threatens the current IoT security landscape, which requires a robust network intrusion detection system (NIDS). Despite…
Machine Learning based Malicious Payload Identification in Software-Defined Networking
Qiumei Cheng, Chunming WU, Haifeng Zhou +4
Deep packet inspection (DPI) has been extensively investigated in software-defined networking (SDN) as complicated attacks may intractably inject malicious payloads in the packets.…
Review: Deep Learning Methods for Cybersecurity and Intrusion Detection Systems
Mayra Macas, Chunming Wu
As the number of cyber-attacks is increasing, cybersecurity is evolving to a key concern for any business. Artificial Intelligence (AI) and Machine Learning (ML) (in particular Dee…