☆ 4.8 Article

FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2022)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Computer Science, Information Systems

A deep learning based intelligent framework to mitigate DDoS attack in fog environment

Rojalina Priyadarshini et al.

Summary: Fog computing provides additional support to the cloud environment, but enterprises are uncertain about using it due to security and privacy concerns. This paper proposes a source-based DDoS defense mechanism that uses Software Defined Networking to detect and mitigate DDoS attacks.

JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES (2022)

添加到收藏夹

Article Automation & Control Systems

Deep Learning-Based DDoS-Attack Detection for Cyber-Physical System Over 5G Network

Bilal Hussain et al.

Summary: The article proposes a comprehensive framework utilizing deep convolutional neural networks and real network data for early detection of DDoS attacks orchestrated by botnets, achieving over 91% accuracy in detecting normal and under attack cells.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2021)

添加到收藏夹

Article Computer Science, Theory & Methods

A fast and scalable authentication scheme in IOT for smart living

Jianhua Li et al.

Summary: This paper leverages fog computing and microservices to push certificate authority functions to data sources, minimizing attack surfaces and authentication latency while achieving a fast and scalable authentication scheme for resource-limited devices. Lightweight protocols are designed to implement the scheme, providing high security and low computation workloads on smart objects. Evaluations show the efficiency and effectiveness of the scheme in handling authentication and registration for a large number of nodes, protecting them against threats in smart living environments.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2021)

添加到收藏夹

Article Computer Science, Theory & Methods

Mutual Information Driven Federated Learning

Md Palash Uddin et al.

Summary: The article introduces a novel federated learning approach using mutual information to reformulate client-side weight updates and select top effective models for aggregation on the server-side based on mutual information. Experimental results show that the proposed method outperforms state-of-the-art techniques in terms of both communication and testing performance.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2021)

添加到收藏夹

Article Automation & Control Systems

An SDN-Enabled Pseudo-Honeypot Strategy for Distributed Denial of Service Attacks in Industrial Internet of Things

Miao Du et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

添加到收藏夹

Article Computer Science, Information Systems

Multi attribute auction based incentivized solution against DDoS attacks

Amrita Dahiya et al.

COMPUTERS & SECURITY (2020)

添加到收藏夹

Article Automation & Control Systems

Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT

Faezeh Farivar et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2020)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Distributed denial of service (DDoS) attack mitigation in software defined network (SDN)-based cloud computing environment

Kriti Bhushan et al.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2019)

添加到收藏夹

Article Automation & Control Systems

Blockchain-Enabled Data Collection and Sharing for Industrial IoT With Deep Reinforcement Learning

Chi Harold Liu et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2019)

添加到收藏夹

Article Computer Science, Information Systems

Real-Time Probabilistic Data Fusion for Large-Scale IoT Applications

Adnan Akbar et al.

IEEE ACCESS (2018)

添加到收藏夹

Article Computer Science, Hardware & Architecture

Security, privacy & efficiency of sustainable Cloud Computing for Big Data & IoT

Christos Stergiou et al.

SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS (2018)

添加到收藏夹

Article Computer Science, Information Systems

Virtual Fog: A Virtualization Enabled Fog Computing Framework for Internet of Things

Jianhua Li et al.

IEEE INTERNET OF THINGS JOURNAL (2018)

添加到收藏夹

Review Computer Science, Hardware & Architecture

Multi-domain Software Defined Networking: Research status and challenges

Franciscus X. A. Wibowo et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2017)

添加到收藏夹

Proceedings Paper Telecommunications

The Mirai Botnet and the IoT Zombie Armies

Georgios Kambourakis et al.

MILCOM 2017 - 2017 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM) (2017)

添加到收藏夹

Article Engineering, Multidisciplinary

A Novel Real-Time DDoS Attack Detection Mechanism Based on MDRA Algorithm in Big Data

Bin Jia et al.

MATHEMATICAL PROBLEMS IN ENGINEERING (2016)

添加到收藏夹

Article Computer Science, Information Systems

Stealthy Denial of Service Strategy in Cloud Computing

Massimo Ficco et al.

IEEE TRANSACTIONS ON CLOUD COMPUTING (2015)

添加到收藏夹

Article Computer Science, Theory & Methods

Can We Beat DDoS Attacks in Clouds?

Shui Yu et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2014)

添加到收藏夹

Article Computer Science, Theory & Methods

Discriminating DDoS Attacks from Flash Crowds Using Flow Correlation Coefficient

Shui Yu et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2012)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.