154 citations · 445 across the 69 of their papers we have counts for
9 papers · 1 filter
On the Impact of CDL and TDL Augmentation for RF Fingerprinting under Impaired Channels
Omer Melih Gul, Michel Kulhandjian, Burak Kantarci +3
Cyber-physical systems have recently been used in several areas (such as connected and autonomous vehicles) due to their high maneuverability. On the other hand, they are susceptib…
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…
Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning
Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici +2
Dense and unplanned IEEE 802.11 Wireless Fidelity(Wi-Fi) deployments and the continuous increase of throughput and latency stringent services for users have led to machine learning…
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…
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses
Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci +6
The ongoing deployment of the fifth generation (5G) wireless networks constantly reveals limitations concerning its original concept as a key driver of Internet of Everything (IoE)…
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…
Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study
Mohamed Amine Ferrag, Burak Kantarci, Lucas C. Cordeiro +2
Federated edge learning can be essential in supporting privacy-preserving, artificial intelligence (AI)-enabled activities in digital twin 6G-enabled Internet of Things (IoT) envir…
RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation
Pedro Enrique Iturria Rivera, Marcel Chenier, Bernard Herscovici +2
IEEE 802.11be -Extremely High Throughput-, commercially known as Wireless-Fidelity (Wi-Fi) 7 is the newest IEEE 802.11 amendment that comes to address the increasingly throughput h…