This is our latest selection of worldwide publications and patents in english on Information Security (InfoSec), between many scientific online journals, classified and focused on information security, infosec, ransomware, authentication, phishing, malware, firewall, التشفير, intrusion detection, intrusion prevention, zero-day exploit, multi-factor authentication, public key, private key, access control, denial of service, social engineering, security awareness, encryption, CIA triad, antivirus and cipher.
براءات الاختراع: لا يوجد حديثاً براءة اختراع حول هذا الموضوع بالتحديد. يُرجى تجربة البحث اليدوي الشامل في قاعدة بيانات براءات الاختراع المرتبطة أعلاه.
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
Interesting read! But how practical are these patents really in the ever-evolving world of InfoSec? Curious to know thoughts.
Practicality varies! Patents safeguard innovation, but InfoSecs pace might outstrip their relevance.
Interesting read! But, are these InfoSec patents actually paving the way for a safer digital world or just creating more red tape?
Undoubtedly, innovation fuels progress, hackers included
منشورات ذات صلة
التضليل البيئي: أفضل 15 نصيحة من رجل نبيل للخداع المتقن
كيفية التعامل مع براءة اختراع معلقة بأفضل طريقة
جميع حالات براءات الاختراع: معاهدة التعاون بشأن البراءات مقابل براءة اختراع قيد الانتظار مقابل براءة اختراع منشورة مقابل براءة اختراع ممنوحة
أفضل 10 استراتيجيات وأدوات لإبطال براءات الاختراع
تقييم دورة الحياة (LCA) في تصميم المنتج على وجه التحديد
نظرة عامة على تحليل قيمة المنتج