279 citations · 677 across the 12 of their papers we have counts for
14 papers
Toward Autonomous and Efficient Cybersecurity: A Multi-Objective AutoML-based Intrusion Detection System
Li Yang, Abdallah Shami
With increasingly sophisticated cybersecurity threats and rising demand for network automation, autonomous cybersecurity mechanisms are becoming critical for securing modern networ…
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis
Li Yang, Mirna El Rajab, Abdallah Shami +1
Zero-Touch Networks (ZTNs) represent a state-of-the-art paradigm shift towards fully automated and intelligent network management, enabling the automation and intelligence required…
Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis
Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
As smart cities begin to materialize, the role of Unmanned Aerial Vehicles (UAVs) and their reliability becomes increasingly important. One aspect of reliability relates to Conditi…
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection
Li Yang, Abdallah Shami
The rapid evolution of mobile networks from 5G to 6G has necessitated the development of autonomous network management systems, such as Zero-Touch Networks (ZTNs). However, the inc…
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei +1
As technology advances, the use of Machine Learning (ML) in cybersecurity is becoming increasingly crucial to tackle the growing complexity of cyber threats. While traditional ML m…
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Experimentation in practical, end-to-end (E2E) next-generation networks deployments is becoming increasingly prevalent and significant in the realm of modern networking and wireles…