[HTML][HTML] A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique
MS ElSayed, NA Le-Khac, MA Albahar… - Journal of Network and …, 2021 - Elsevier
Software-defined networking (SDN) is a new networking paradigm that separates the
controller from the network devices ie routers and switches. The centralized architecture of …
controller from the network devices ie routers and switches. The centralized architecture of …
A flow-based anomaly detection approach with feature selection method against ddos attacks in sdns
MS El Sayed, NA Le-Khac, MA Azer… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Software Defined Networking (SDN) is an emerging network platform, which facilitates
centralised network management. The SDN enables the network operators to manage the …
centralised network management. The SDN enables the network operators to manage the …
A hybrid CNN-LSTM based approach for anomaly detection systems in SDNs
M Abdallah, N An Le Khac, H Jahromi… - Proceedings of the 16th …, 2021 - dl.acm.org
Software-Defined Networking (SDN) is a promising technology for the future Internet.
However, the SDN paradigm introduces new attack vectors that do not exist in the …
However, the SDN paradigm introduces new attack vectors that do not exist in the …
[HTML][HTML] Realizing contact-less applications with multi-access edge computing
The entire world progression has ceased with the unexpected outbreak of the COVID-19
pandemic, and urges the requirement for contact-less and autonomous services and …
pandemic, and urges the requirement for contact-less and autonomous services and …
Protective factors for developing cognitive skills against cyberattacks
Cyberattacks capitalize on human behaviors. The prevalence of cyberattacks surged during
the COVID-19 pandemic, fueled by the increased interconnectivity of individuals on online …
the COVID-19 pandemic, fueled by the increased interconnectivity of individuals on online …
Nature-inspired intrusion detection system for protecting software-defined networks controller
Abstract Software Defined Networks (SDN) is a new emerging networking architecture
facilitated by a separate controller. It has a centralized architecture that serves network …
facilitated by a separate controller. It has a centralized architecture that serves network …
Few-shot weakly-supervised cybersecurity anomaly detection
R Kale, VLL Thing - Computers & Security, 2023 - Elsevier
With increased reliance on Internet based technologies, cyberattacks compromising users'
sensitive data are becoming more prevalent. The scale and frequency of these attacks are …
sensitive data are becoming more prevalent. The scale and frequency of these attacks are …
The role of CNN for intrusion detection systems: An improved CNN learning approach for SDNs
MS Elsayed, HZ Jahromi, MM Nazir… - … Conference on Future …, 2021 - Springer
An intrusion detection system (IDS) is an essential component of computer networks to
detect and secure the system and environment from malicious activities and anomalous …
detect and secure the system and environment from malicious activities and anomalous …
Systems-thinking skills preferences evaluation model of practitioners using hybrid weight determination and extended VIKOR model under COVID-19
The COVID-19 pandemic has resulted in changes in the working environment which shifted
the type of systems thinking skills needed for practitioners. These changes include the …
the type of systems thinking skills needed for practitioners. These changes include the …
Determination of traffic characteristics of elastic optical networks nodes with reservation mechanisms
M Sobieraj, P Zwierzykowski, E Leitgeb - Electronics, 2021 - mdpi.com
With the ever-increasing demand for bandwidth, appropriate mechanisms that would
provide reliable and optimum service level to designated or specified traffic classes during …
provide reliable and optimum service level to designated or specified traffic classes during …