Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis



Ali Chouman , Dimitrios Michael Manias , Abdallah Shami

* 6 pages, 6 figures, accepted in IWCMC 2022 

   Access Paper or Ask Questions

Sound Event Classification in an Industrial Environment: Pipe Leakage Detection Use Case



Ibrahim Shaer , Abdallah Shami

* Accepted at the 18th International Wireless Communications and Mobile Computing Conference (IWCMC) 

   Access Paper or Ask Questions

A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles



Li Yang , Abdallah Shami

* Accepted and to appear in IEEE International Conference on Communications (ICC); Code is available at Github link: https://github.com/Western-OC2-Lab/Intrusion-Detection-System-Using-CNN-and-Transfer-Learning 

   Access Paper or Ask Questions

An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series



Tareq Tayeh , Sulaiman Aburakhia , Ryan Myers , Abdallah Shami

* 12 pages, 9 figures, thesis: https://ir.lib.uwo.ca/etd/7961/ 

   Access Paper or Ask Questions

Concept Drift Detection in Federated Networked Systems



Dimitrios Michael Manias , Ibrahim Shaer , Li Yang , Abdallah Shami

* Accepted in IEEE GLOBECOM 2021 

   Access Paper or Ask Questions

PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams



Li Yang , Dimitrios Michael Manias , Abdallah Shami

* Accepted and to appear in IEEE GlobeCom 2021; Code is available at Github link: https://github.com/Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation 

   Access Paper or Ask Questions

Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection



Li Yang , Abdallah Moubayed , Abdallah Shami , Parisa Heidari , Amine Boukhtouta , Adel Larabi , Richard Brunner , Stere Preda , Daniel Migault

* Accepted and to Appear in IEEE Transactions on Network and Service Management 

   Access Paper or Ask Questions

Anomaly Detection in Smart Manufacturing with an Application Focus on Robotic Finishing Systems: A Review



Tareq Tayeh , Abdallah Shami

* 8 pages, 1 figure 

   Access Paper or Ask Questions

MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles



Li Yang , Abdallah Moubayed , Abdallah Shami

* Accepted and to appear in IEEE Internet of Things Journal; Code is available at Github link: https://github.com/Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning 

   Access Paper or Ask Questions

A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams



Li Yang , Abdallah Shami

* Accepted and to appear in IEEE Internet of Things Magazine; Code is available at Github link:https://github.com/Western-OC2-Lab/OASW-Concept-Drift-Detection-and-Adaptation 

   Access Paper or Ask Questions

1
2
3
4
>>