A survey on Hybrid-CNN and LLMs for intrusion detection systems: Recent IoT datasets

S Elouardi, A Motii, M Jouhari, ANH Amadou… - IEEE …, 2024 - ieeexplore.ieee.org
Recently, the growing popularity of the Internet of Things (IoT) presents a promising
opportunity not only for the expansion of various home automation systems but also for …

[HTML][HTML] XI2S-IDS: An Explainable Intelligent 2-Stage Intrusion Detection System

MM Mahmoud, YO Youssef, AA Abdel-Hamid - Future Internet, 2025 - mdpi.com
The rapid evolution of technologies such as the Internet of Things (IoT), 5G, and cloud
computing has exponentially increased the complexity of cyber attacks. Modern Intrusion …

Real-Time Anomaly Detection Framework to Mitigate Emerging Threats in Software Defined Networks

B Khanal, C Kumar, MSA Ansari - Journal of Network and Systems …, 2025 - Springer
Abstract The Software Defined Networking (SDN) framework offers a practical and
programmer-friendly approach to computer network design, addressing numerous issues …

Toward Intelligent Attack Detection With Causal Transformer in Internet of Things

ZR Zeng, X Deng, BK Zhao, X Liu… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
It is difficult for existing Internet of Things (IOT) intrusion detection systems to simultaneously
identify and classify network anomalies, especially when the classification of unknown …

Internet of Things Enabled DDoS Attack Detection Using Pigeon Inspired Optimization Algorithm with Deep Learning Approach.

TA Alghamdi, SS Alotaibi - Computers, Materials & Continua, 2024 - search.ebscohost.com
Abstract Internet of Things (IoTs) provides better solutions in various fields, namely
healthcare, smart transportation, home, etc. Recognizing Denial of Service (DoS) outbreaks …

Systematic Analysis of threats, Machine Learning solutions and Challenges for Securing IoT environment.

B Yadav, DD Rao, Y Mandiga, NS Gill… - … of Cybersecurity & …, 2024 - search.ebscohost.com
Abstract The Internet of Things (IoT) has revolutionized our daily lives, affecting everything
from healthcare to transportation and even home automation and industrial control systems …

[PDF][PDF] A Survey on Hybrid-CNN and LLMs for Intrusion Detection Systems: Recent IoT Datasets

ANH AMADOU, M HEDABOU - 2024 - researchgate.net
Recently, the growing popularity of the Internet of Things (IoT) presents a promising
opportunity not only for the expansion of various home automation systems but also for …

Novel Methods for Smart Grid Intrusion Detection System Using Feature Selection Based on Improved Gravitational Search Algorithm

J Li, D Lia, T Luo, J Zhou - 2024 9th International Conference …, 2024 - ieeexplore.ieee.org
The smart grid architecture, which represents a deep integration of information technology
and power systems, brings many conveniences to people. However, due to the highly open …