A survey of internet of things and cyber-physical systems: standards, algorithms, applications, security, challenges, and future directions
The smart city vision has driven the rapid development and advancement of interconnected
technologies using the Internet of Things (IoT) and cyber-physical systems (CPS). In this …
technologies using the Internet of Things (IoT) and cyber-physical systems (CPS). In this …
VANET network traffic anomaly detection using GRU-based deep learning model
G ALMahadin, Y Aoudni, M Shabaz… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The rise of Vehicular Ad-hoc Networks (VANETs) has led to the growing significance in
intelligent transportation systems. This research suggests a deep learning model for …
intelligent transportation systems. This research suggests a deep learning model for …
Modified genetic algorithm and fine-tuned long short-term memory network for intrusion detection in the internet of things networks with edge capabilities
YK Saheed, OH Abdulganiyu, TA Tchakoucht - Applied Soft Computing, 2024 - Elsevier
The emergence of smart cities is an example of how new technologies, such as the Internet
of Things (IoT), have facilitated the creation of extensive interconnected and intelligent …
of Things (IoT), have facilitated the creation of extensive interconnected and intelligent …
[PDF][PDF] Intrusion detection in the Internet of Things using fusion of GRU-LSTM deep learning model
Cybersecurity threats are increasing rapidly as hackers use advanced techniques. As a
result, cybersecurity has now a significant factor in protecting organizational limits. Intrusion …
result, cybersecurity has now a significant factor in protecting organizational limits. Intrusion …
A blended deep learning intrusion detection framework for consumable edge-centric iomt industry
The demand for medical sensors in the Smart Healthcare System (SHS) creates an
intelligent Internet of Medical Things (IoMT) system. This system plays an important role in …
intelligent Internet of Medical Things (IoMT) system. This system plays an important role in …
Multi-source data based anomaly detection through temporal and spatial characteristics
P Xu, Q Gao, Z Zhang, K Zhao - Expert Systems with Applications, 2024 - Elsevier
Anomaly detection is vital in complex distributed systems. However, existing methods did not
take into full account the temporal and spatial characteristics of data from multiple sources in …
take into full account the temporal and spatial characteristics of data from multiple sources in …
Optimization of network topology robustness in IoTs: A systematic review
Abstract Internet of Things (IoT) has emerged as one of the most promising technologies of
the modern era, enabling connectivity between devices and systems for efficient data …
the modern era, enabling connectivity between devices and systems for efficient data …
Unveiling encrypted traffic types through hierarchical network characteristics
The wide adoption of encrypted traffic brings challenges to network management. Previous
studies propose different approaches to tackle this problem. However, most of them still …
studies propose different approaches to tackle this problem. However, most of them still …
Multi-granularity abnormal traffic detection based on multi-instance learning
X Jiang, HR Zhang, Y Zhou - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
In practical scenarios, abnormal network traffic detection often requires analysis of massive,
high-dimensional, and unbalanced data. Popular detection methods waste time by …
high-dimensional, and unbalanced data. Popular detection methods waste time by …
Adaptive intrusion detection systems: Class incremental learning for IoT emerging threats
F Cerasuolo, G Bovenzi, C Marescalco… - … Conference on Big …, 2023 - ieeexplore.ieee.org
In the evolving landscape of Internet of Things (IoT) security, the need for continuous
adaptation of defenses is critical. Class Incremental Learning (CIL) can provide a viable …
adaptation of defenses is critical. Class Incremental Learning (CIL) can provide a viable …