Designing a novel network anomaly detection framework using multi-serial stacked network with optimal feature selection procedures over DDOS attacks
2025
- Distributed denial-of-service (DDoS) attacks are the major threat that disrupts the services in the computer system and networks using traffic and targeted sources. So, real-world attack detection...
Infrared spectral imaging-based image recognition for motion detection
2025
The current infrared imaging recognition methods are inadequate for real-time performance and accuracy for moving objects. Furthermore, they are subject to several constraints, which makes it challenging...
Teacher Probability Reconstruction based knowledge distillation within intelligent network compression
2025
In the optimization of intelligent network architecture, limited resources at each node, including edge computing devices, have posed challenges for deploying large models in performance-demanding scenarios....
Multi-relation-pattern knowledge graph embeddings for link prediction in hyperbolic space
2025
The aim of Knowledge Graph Embedding (KGE) is to acquire low-dimensional representations of entities and relationships for the purpose of predicting new valid triples, thereby enhancing the functionality...
Online and offline collaborative abnormal traffic intelligent detection system based on elastic lightweight width learning algorithm
2025
As the boost of information technology, network security issues have been increasingly prominent. Therefore, it is crucial for maintaining network security to establish an efficient abnormal traffic...
Resource optimization algorithm for 5G core network integrating NFV and SDN technologies
2025
The growth in network demand has driven the development of new network technologies. However, traditional network architecture cannot meet the huge traffic of transportation and different business needs....
Enhancing Time-Sensitive Networking resilience through SDN-based automated failover process
2025
In domains such as industrial automation, tactile networking, and invehicle communication, stringent requirements for bounded latency and minimal packet loss are paramount to ensure the reliability...
SMS spam detection using BERT and multi-graph convolutional networks
2025
The surge in smartphone usage has significantly increased Short Message Service (SMS) traffic and, consequently, SMS spam, posing risks such as phishing, financial losses, and privacy breaches. Traditional...
A Comprehensive Survey on Emerging AI Technologies for 6G Communications: Research Direction, Trends, Challenges, and Opportunities
2025
Technology is now embedded in every aspect of human existence. The demand for technological advancement is increasing day by day for seamless connections. Integrating Artificial Intelligence (AI) into...
QoE-aware edge server placement in mobile edge computing using an enhanced genetic algorithm
2025
Mobile Edge Computing (MEC) enhances service quality by decentralizing computational resources to network edges, thereby reducing latency and improving Quality of Service (QoS). However, the spatial...
Intelligent routing agent based on Q-learning and Markov decision processes for routing optimization in DTN networks
2025
DTN networks present significant routing challenges due to their intermittent connectivity and node mobility. Traditional routing protocols, often pre-established, prove inadequate in adapting to the...
GAN-based solar radiation forecast optimization for satellite communication networks
2025
Accurate short-term solar radiation forecasting is essential for the stable operation and dispatch of photovoltaic power generation systems. Advanced encoder–decoder architectures, utilizing satellite...
Improving distributed systems failure prediction via multi-objective feature selection and deep forest
2025
Distributed systems failure prediction uses Key Performance Indicator (KPI) metrics to train machine learning models to identify potential system failures. Currently, this approach faces the challenge...
Prostate cancer detection in intelligent big data systems using omnipresent AI with Fox and Golden Jackal Optimizers
2025
Prostate cancer is one of the most critical health concerns, making early detection essential for improved patient outcomes. In this context, this work used the ability of omnipresent AI and big data...
Improving spam botnet detection through convolutional model and geolocation feature enhancement in a novel three-class classification task
2025
Botnet detection remains a critical and challenging area in the field of information security, primarily due to the intricate architectures and sophisticated attack mechanisms employed by botnets. The...
MIDES: A multi-layer Intrusion Detection System using ensemble machine learning
2025
In recent years, as the frequency and types of network attacks increase, Intrusion Detection Systems (IDSs) have become essential components of most organizations’ security infrastructure. Although...
Global representation fine-tuning for federated self-supervised representation learning
2025
Federated self-supervised representation learning combines federated learning with self-supervised mechanisms to learn general representations from distributed unlabeled data, effectively reducing reliance...
Machine learning in indoor localization prediction using Received Signal Strength Indicator and Wi-Fi network
2025
Indoor usage of smartphones and electronic devices can be a source of information to detect the indoor location, which is known as localization that can be applied in large human health services and...
A hybrid deep reinforcement learning and genetic algorithm approach for optimized resource allocation and reconfigurable intelligent surface deployment in 6G holographic communication
2025
The advent of 6G holographic communication demands extremely high data rates and ultra-low latency, creating unprecedented challenges for resource allocation and Reconfigurable Intelligent Surface (RIS)...
Transformer based framework for nuclei segmentation and cell counting on microscopic images of multiple organs
2025
Segmentation of cell nuclei in microscopic images is a vital task in cell counting, essential for cancer diagnosis and cancer grading. Also, it is more challenging due to the presence of overlapping...
Secure digital asset trading technology based on MPC and blockchain
2025
With the rapid expansion of digital asset trading, the contradiction between data sharing and privacy protection has increasingly become a significant challenge in the Internet environment. To address...
YOLOv11-RAH: A recurrent attention-enhanced edge intelligence network for UAV-based power transmission line insulator inspection
2025
Reliable inspection of power transmission lines is essential for smart grid maintenance, yet manual surveys are slow, costly, and risky, and current detectors still struggle with small insulator defects...
HCLDR: Heterogeneous Graph Convolutional Networks with Contrastive Learning for Diversity Recommendation
2025
Accuracy, now powering most of supporting users to achieve personalized recommendation in recommender systems, is one of the predominantly evaluation criteria. However, the diversity of the recommendation...
Computation offloading optimization for UAV-assisted power industrial internet of things mobile edge computing system
Available online 18 November 2025
With the advancement of the power industrial internet of things (PIIoT), the volume of data generated by intelligent power devices in smart power plants is rapidly increasing. Large-scale real-time...
Dynamic Network Intrusion Detection Model Based on Transformer and Adversarial Autoencoder
Available online 10 November 2025
With the rapid development of information technology, network security problems have become increasingly severe, and the effectiveness of network intrusion detection systems has become a critical tool...