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View article: FL-SMPC++: A robust framework for privacy-preserving federated learning
FL-SMPC++: A robust framework for privacy-preserving federated learning Open
View article: A decentralized privacy-preserving framework for diabetic retinopathy detection using federated learning and blockchain
A decentralized privacy-preserving framework for diabetic retinopathy detection using federated learning and blockchain Open
View article: Enhancing fraud detection in the Ethereum blockchain using ensemble learning
Enhancing fraud detection in the Ethereum blockchain using ensemble learning Open
The Ethereum blockchain operates as a decentralized platform, utilizing blockchain technology to distribute smart contracts across a global network. It enables currency and digital value exchange without centralized control. However, the e…
View article: Enhancing Online Security: A Novel Machine Learning Framework for Robust Detection of Known and Unknown Malicious URLs
Enhancing Online Security: A Novel Machine Learning Framework for Robust Detection of Known and Unknown Malicious URLs Open
The rapid expansion of the internet has led to a corresponding surge in malicious online activities, posing significant threats to users and organizations. Cybercriminals exploit malicious uniform resource locators (URLs) to disseminate ha…
View article: Empowering Brain Tumor Diagnosis through Explainable Deep Learning
Empowering Brain Tumor Diagnosis through Explainable Deep Learning Open
Brain tumors are among the most lethal diseases, and early detection is crucial for improving patient outcomes. Currently, magnetic resonance imaging (MRI) is the most effective method for early brain tumor detection due to its superior im…
View article: Decentralized Incident Reporting: Mobilizing Urban Communities with Blockchain
Decentralized Incident Reporting: Mobilizing Urban Communities with Blockchain Open
This paper introduces an innovative response to the pressing challenge of rapid and effective incident detection and management in urban settings. The proposed solution is a decentralized incident reporting system (IRS) harnessing blockcha…
View article: Machine learning-based ransomware classification of Bitcoin transactions
Machine learning-based ransomware classification of Bitcoin transactions Open
Ransomware presents a significant threat to the security and integrity of cryptocurrency transactions. This research paper explores the intricacies of ransomware detection in cryptocurrency transactions using the Bitcoinheist dataset. The …
View article: Novel hybrid evolutionary algorithm for bi-objective optimization problems
Novel hybrid evolutionary algorithm for bi-objective optimization problems Open
View article: AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE
AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE Open
Recently, introspective models like IntroVAE and S-IntroVAE have excelled in image generation and reconstruction tasks. The principal characteristic of introspective models is the adversarial learning of VAE, where the encoder attempts to …
View article: A scalable blockchain-based scheme for traffic-related data sharing in VANETs
A scalable blockchain-based scheme for traffic-related data sharing in VANETs Open
Recent advances in wireless technology and embedded systems enable vehicles to share relevant traffic-related data to improve the transportation Quality-of-Service (QoS). However, due to the ubiquitousness of cyber-attacks, it is challengi…
View article: Optimization Approach for the Aggregation of Flexible Consumers
Optimization Approach for the Aggregation of Flexible Consumers Open
In an electric distribution system, the management of peak demands is becoming increasingly difficult. Every method we have to flatten the consumption curve greatly reduces the energy generation costs, CO2 emissions, and congestion in the …
View article: Decentralized Identity Systems: Architecture, Challenges, Solutions and Future Directions
Decentralized Identity Systems: Architecture, Challenges, Solutions and Future Directions Open
Due to the exponential rise of the Internet in the last two decades, the digital presence has seen an enormous increase. Today, billions of people, devices and objects are digitally connected making the interactions much easier than before…
View article: A memetic algorithm for computing multicriteria shortest paths in stochastic multimodal networks
A memetic algorithm for computing multicriteria shortest paths in stochastic multimodal networks Open
International audience
View article: Dynamic Rerouting in Multimodal Transportation Networks
Dynamic Rerouting in Multimodal Transportation Networks Open
La mobilité humaine s'organise de nos jours dans un contexte multimodal avec des systèmes de transport particulièrement complexes. Le nombre d'usagers va croissant et de nouveaux modes de transport émergent jour après jour en même temps qu…
View article: A multimodal transport network model and efficient algorithms for building advanced traveler information systems
A multimodal transport network model and efficient algorithms for building advanced traveler information systems Open
View article: An advanced GA–VNS combination for multicriteria route planning in public transit networks
An advanced GA–VNS combination for multicriteria route planning in public transit networks Open
View article: A Hybrid Metaheuristic for Routing in Road Networks
A Hybrid Metaheuristic for Routing in Road Networks Open
Computing the optimal route to go from one place to another is a highly important issue in road networks. The problem consists of finding the path that minimizes a metric such as distance, time, cost etc. to go from one node to another in …
View article: Memetic algorithm for solving one-to-one shortest path problem
Memetic algorithm for solving one-to-one shortest path problem Open
The shortest path problem (SPP) is widely applied in different fields of application such as transportation, telecommunication and networks. It aims at determining the path between two points with the minimum associated/allocated resource …
View article: Memetic Algorithm for Computing Shortest Paths in Multimodal Transportation Networks
Memetic Algorithm for Computing Shortest Paths in Multimodal Transportation Networks Open
Route planning in multimodal transportation networks is gaining more and more importance. Travelers ask for efficient routing methods allowing them to reach their destinations through the intricate multimodal transportation scheme. In this…