Dies ist unsere neueste Auswahl an weltweiten Veröffentlichungen und Patenten in englischer Sprache zum Thema Informationssicherheit (InfoSec), zwischen vielen wissenschaftlichen Online-Zeitschriften, klassifiziert und konzentriert auf Informationssicherheit, Infosec, Ransomware, Authentifizierung, Phishing, Malware, Firewall, VerschlüsselungIntrusion Detection, Intrusion Prevention, Zero-Day-Exploit, Multi-Faktor-Authentifizierung, öffentlicher Schlüssel, privater Schlüssel, Zugangskontrolle, Denial of Service, Social Engineering, Sicherheitsbewusstsein, Verschlüsselung, CIA-Trias, Antivirus und Cipher.
Patente: nicht aktuell Patent zu diesem speziellen Thema. Versuchen Sie es bitte mit der umfangreichen manuellen Suche in der oben verlinkten Patentdatenbank.
Blockchain-Enabled Federated Learning with Knowledge Distillation for Intrusion Detection
Published on 2025-02-17 by Mohammed Shalan, Md Rakibul Hasan, Yan Bai, Juan Li @MDPI
Abstract: The increasing adoption of smart home devices has raised significant concerns regarding privacy, security, and vulnerability to cyber threats. This study addresses these challenges by presenting a federated learning framework enhanced with blockchain technology to detect intrusions in smart home environments. The proposed approach combines knowledge distillation and transfer learning to support heterogeneous IoT devices with varying computational capacities, ensuring efficient local training wit[...]
Our summary: Study presents a blockchain-enabled federated learning framework for detecting intrusions in smart home environments. The approach combines knowledge distillation and transfer learning to support heterogeneous IoT devices, ensuring efficient local training without compromising privacy. Results show significant improvements in intrusion detection accuracy, particularly for resource-constrained devices.
Blockchain, Federated Learning, Knowledge Distillation, Intrusion Detection
Publication
A Blockchain-Based Smart Contract Approach
Published on 2025-02-15 by Abdullahi Chowdhury, Sakib Shahriar Shafin, Saleh Masum, Joarder Kamruzzaman, Shi Dong @MDPI
Abstract: Increasing adoption of electric vehicles (EVs) and the expansion of EV charging infrastructure present opportunities for enhancing sustainable transportation within smart cities. However, the interconnected nature of EV charging stations (EVCSs) exposes this infrastructure to various cyber threats, including false data injection, man-in-the-middle attacks, malware intrusions, and denial of service attacks. Financial attacks, such as false billing and theft of credit card information, also pose s[...]
Our summary: Blockchain-based smart contract approach for enhancing sustainable transportation within smart cities, mitigating cyber threats in EV charging stations, and increasing user trust in EVCS systems.
Blockchain, Smart Contract, Hyperledger Fabric, EV Charging Infrastructure
Publication