A Systematic Review of U‐Net Optimizations: Advancing Tumour Segmentation in Medical Imaging
Since its introduction in 2015, U‐Net has become a foundational model for medical image segmentation, yet challenges remain in tumour segmentation due to heterogeneity and boundary ambiguity. This PRISMA‐based systematic review examines recent strategies aimed at enhancing U‐Net's performance for tumour segmentation in CT and MRI, focusing on backbone,
Omar Abueed +2 more
wiley +1 more source
MANET Routing Protocols Evaluation: AODV, DSR and DSDV Perspective
Mobile Ad Hoc Network (MANET) is a set of mobile nodes that communicate with each other to configure an immediate network without utilizing any of infrastructure, the centralized access point or centralized administration in multiple hop manner.
F. T. Al-Dhief +4 more
semanticscholar +1 more source
Secure Routing for MANET Connected Internet of Things Systems
This paper presents a contemporary review of communication architectures and topographies for MANET-connected Internet-of-Things (IoT) systems. Routing protocols for multi-hop MANETs are analyzed with a focus on the standardized Routing Protocol for Low ...
Jonny Karlsson, L. Dooley, G. Pulkkis
semanticscholar +1 more source
Enhancing IoT Security via Federated Learning: A Comprehensive Approach to Intrusion Detection
The rapid proliferation of Internet of Things (IoT) devices has revolutionized various industries by enabling smart grids, smart cities, and other applications that rely on seamless connectivity and real‐time data processing. However, this growth has also introduced significant security challenges due to the scale, heterogeneity, and resource ...
Ye Bai +6 more
wiley +1 more source
METHODS ANALYSIS OF INTRUSION DETECTION IN MANET CLASS MOBILE RADIO NETWORKS
The analysis of existing methods of mobile radio networks intrusion detection was performed in the article and classification of intrusion detection methods was produced.
Serhii V. Salnyk +2 more
doaj
Improved QoS and avoidance of black hole attacks in MANET using trust detection framework
In recent times, secured routing is a major research in MANETs. The behaviour of malicious nodes in this network increases the risk of threats and induces abnormal operations in MANETs.
J. Manoranjini +2 more
semanticscholar +1 more source
Multihop Intruder Node Detection Scheme (MINDS) for Secured Drones' FANET Communication
The security of drone communication guarantees its safe mobility during operation. This work developed a robust connected intelligence security framework using a lightweight model that can detect and prevent all types of cyber‐attacks in drone networks in an efficient and cost‐effective manner.
Simeon Okechukwu Ajakwe +2 more
wiley +1 more source
Evaluación de desempeño de VoIP en redes MANET
MANET networks are an attractive option for VoIP solutions in scenarios that are characterized by the mobility of nodes and where there is not a previously established infrastructure.
Patricia Sing-Borrajo
doaj +1 more source
SDVCA – A Robust and Secure Data Communication Protocol for Manet [PDF]
K. Anusha +4 more
openalex +1 more source
A Hybrid Algorithm for Improving the Quality of Service in MANET
A mobile ad-hoc network (MANET) exhibits a dynamic topology with flexible infrastructure. The MANET nodes may serve as both host and router functionalities.
M. H. Hassan +4 more
semanticscholar +1 more source

