154 citations · 292 across the 22 of their papers we have counts for
4 papers · 1 filter
Multidomain transformer-based deep learning for early detection of network intrusion
Jinxin Liu, Murat Simsek, Michele Nogueira +1
Timely response of Network Intrusion Detection Systems (NIDS) is constrained by the flow generation process which requires accumulation of network packets. This paper introduces Mu…
Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier
Zhiyan Chen, Murat Simsek, Burak Kantarci +2
Network Intrusion Detection Systems (NIDS) have been extensively investigated by monitoring real network traffic and analyzing suspicious activities. However, there are limitations…
Table Detection for Visually Rich Document Images
Bin Xiao, Murat Simsek, Burak Kantarci +1
Table Detection (TD) is a fundamental task to enable visually rich document understanding, which requires the model to extract information without information loss. However, popula…
Revisiting Table Detection Datasets for Visually Rich Documents
Bin Xiao, Murat Simsek, Burak Kantarci +1
Table Detection has become a fundamental task for visually rich document understanding with the surging number of electronic documents. However, popular public datasets widely used…