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Shami, Abdallah

  1. An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
    2022/01/23 by Tareq Tayeh, Tayeh, Tareq, Sulaiman Aburakhia +5 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Currency Recognition and Detection #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering (cs.SE)
  2. A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems
    2022/10/05 by Yang, Li, Shami, Abdallah · 3 citations
    #60L10 #68T01 #68W27 #C.2.0 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.1 #I.2.6 #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  3. Intelligent O-RAN Traffic Steering for URLLC Through Deep Reinforcement Learning
    2023/03/03 by Ibrahim Tamim, Sam Aleyadeh, Tamim, Ibrahim +3 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  4. On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
    2024/04/25 by Fatemeh Dehrouyeh, Li Yang, Dehrouyeh, Fatemeh +5 · 3 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Security and Resilience #Vehicular Ad Hoc Networks (VANETs)
  5. Machine Learning for Performance-Aware Virtual Network Function\n Placement
    2020/01/13 by Manar Jammal, Manias, Dimitrios Michael, Jammal, Manar +10 · 1 citation
    Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Software System Performance and Reliability
  6. Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks
    2024/03/04 by Manias, Dimitrios Michael, Chouman, Ali, Shami, Abdallah · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  7. Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function\n Placement
    2020/06/02 by Dimitrios Michael Manias, Hassan Hawilo, Manias, Dimitrios Michael +5 · 1 citation
    Computer Science · Engineering · #Advanced Optical Network Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
  8. Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems
    2021/02/19 by Manias, Dimitrios Michael, Shami, Abdallah · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  9. Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks
    2020/11/09 by Tayeh, Tareq, Aburakhia, Sulaiman, Myers, Ryan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration
    2024/04/24 by Dimitrios Michael Manias, Ali Chouman, Manias, Dimitrios Michael +3 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G #Wireless Body Area Networks
  11. Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis
    2022/05/30 by Chouman, Ali, Manias, Dimitrios Michael, Shami, Abdallah · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  12. Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
    2023/08/18 by Abubakar Sani Ali, Dimitrios Michael Manias, Ali, Abubakar S. +5 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Ferroelectric and Negative Capacitance Devices #Advanced Malware Detection Techniques
  13. Zero-Touch Networks: Towards Next-Generation Network Automation
    2023/12/07 by Mirna El Rajab, Rajab, Mirna El, Li Yang +3 · 2 citations
    Computer Science · Engineering · #68M10 #68T01 #90B18 #Advanced Data and IoT Technologies #C.2.0 #FOS: Computer and information sciences #I.2.0 #I.2.2 #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  14. LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles
    2022/08/05 by Yang, Li, Shami, Abdallah, Stevens, Gary +1 · 2 citations
    #68T01 #Artificial Intelligence (cs.AI) #C.2.0 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  15. Efficient Transformer-based Hyper-parameter Optimization for Resource-constrained IoT Environments
    2024/03/18 by Ibrahim Shaer, Shaer, Ibrahim, Soodeh Nikan +3 · 1 citation
    Computer Science · #Neural Networks and Applications
  16. Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks
    2024/06/26 by Emanuel Figetakis, Figetakis, Emanuel, Yahuza Bello +5 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies #Traffic Prediction and Management Techniques