DDoS attack detection techniques in IoT networks: a survey

A Pakmehr, A Aßmuth, N Taheri, A Ghaffari - Cluster Computing, 2024 - Springer
Abstract The Internet of Things (IoT) is a rapidly emerging technology that has become more
valuable and vital in our daily lives. This technology enables connection and communication …

Unveiling the core of IoT: comprehensive review on data security challenges and mitigation strategies

K Kaur, A Kaur, Y Gulzar, V Gandhi - Frontiers in Computer Science, 2024 - frontiersin.org
The Internet of Things (IoT) is a collection of devices such as sensors for collecting data,
actuators that perform mechanical actions on the sensor's collected data, and gateways …

Analysis of machine learning-based approaches for securing the Internet of Things in the smart industry: a multivocal state of knowledge review

R Reyes-Acosta, C Dominguez-Baez… - International Journal of …, 2025 - Springer
This study introduces the implementation of a Multivocal Literature Review (MLR) approach
to analyze machine learning (ML) and deep learning (DL) strategies for securing the …

Lcsa-fed: a low cost semi-asynchronous federated learning based on lag tolerance for services QoS prediction

L Cai, Y Liu, J Xu, M Jin - Cluster Computing, 2025 - Springer
As a distributed training method, federated learning (FL) has been widely used in the field of
quality-of-service (QoS) prediction. However, existing FL-based QoS prediction methods …

[PDF][PDF] Navigating IoT Security: Insights into Architecture, Key Security Features, Attacks, Current Challenges and AI-Driven Solutions Shaping the Future of …

A Hassan, N Nizam-Uddin, A Quddus… - … , Materials & Continua, 2024 - researchgate.net
Enhancing the interconnection of devices and systems, the Internet of Things (IoT) is a
paradigm-shifting technology. IoT security concerns are still a substantial concern despite its …

RPL-Shield: A Deep Learning GNN-Based Approach for Protecting IoT Networks from RPL Routing Table Falsification Attacks

A Krari, A Hajami - International Conference on Digital Technologies and …, 2024 - Springer
Considering the growing threats within the domain of the Internet of Things (IoT), this
research responds to the pressing need for protection measures that would help to prevent …

Safety in the Sky: Cloud-Powered Smart Security for Vehicular Crowdsensing

Y Sahraoui, CA Kerrache - Mobile Crowdsensing and Remote Sensing in …, 2024 - Springer
This chapter delves into the fusion of cutting-edge machine learning (ML) and deep learning
(DL) technologies within cloud-powered smart security systems, specifically designed for …

[PDF][PDF] Unveiling the core of IoT

K Kaur, A Kaur, Y Gulzar, V Gandhi - 2024 - core.ac.uk
Connected devices and Internet usage are increasing worldwide, mostly in North America,
west Europe, and China (Kandaswamy and Furlonger, 2018). In 2024, machine-to-machine …

Improved Deep Perceptual Hashing Algorithm (IDP-HA), Information Retrieval System, Microsoft Common Objects In Context (MS COCO), Remote Cloud Computing …

OA Ismael, IFH Hassan - Baghdad Science Journal, 2024 - bsj.uobaghdad.edu.iq
The growth of information retrieval and associated services can be attributed to technical
advancements. Meanwhile, traditional information retrieval methods are impacted by …