A lightweight residual networks framework for DDoS attack classification based on federated learning

Q Tian, C Guang, C Wenchao… - IEEE INFOCOM 2021-IEEE …, 2021 - ieeexplore.ieee.org
With the development of network technology, more and more protocols and devices are
used in DDoS reflection and exploitation attacks. Different DDoS attacks often require …

An efficient communication intrusion detection scheme in AMI combining feature dimensionality reduction and improved LSTM

G Lu, X Tian - Security and Communication Networks, 2021 - Wiley Online Library
Communication intrusion detection in Advanced Metering Infrastructure (AMI) is an eminent
security technology to ensure the stable operation of the Smart Grid. However, methods …

D-dCNN: A Novel Hybrid Deep Learning-Based Tool for Vibration-Based Diagnostics

UE Akpudo, JW Hur - Energies, 2021 - mdpi.com
This paper develops a novel hybrid feature learner and classifier for vibration-based fault
detection and isolation (FDI) of industrial apartments. The trained model extracts high-level …

[PDF][PDF] Intrusion detection with deep learning on internet of things heterogeneous network

S Sharipuddin, B Purnama… - … Journal of Artificial …, 2021 - pdfs.semanticscholar.org
The difficulty of the intrusion detection system in heterogeneous networks is significantly
affected by devices, protocols, and services, thus the network becomes complex and difficult …

[PDF][PDF] Hybrid Intrusion Detection Method Based on Constraints Optimized SAE and Grid Search Based SVM-RBF on Cloud

N Narisetty, GR Kancherla, B Bobba… - International Journal of …, 2021 - researchgate.net
The present era is facing lot of Security, Privacy, and Integrity issues because of tremendous
development in communication technology, data storage devices, and computing …

Multi Core DN​ N based IDS for Botnet Attacks using KPCA Reduction Techniques

BS Sharmila, R Nagapadma - 2021 - researchsquare.com
Research on network security has recently acquired attention in the field of the Internet of
Things. In the context of security, most of the IoT devices with the internet are connected …

Combining Particle Swarm Optimization and Entropy to Detect DDoS Attacks in the Cloud Computing

A Rezaeipanah, SE Mousavipoor… - Journal of Business …, 2021 - jbdsr.com
Cloud computing is an emerging technology that is widely used to provide computing, data
storage services and other remote resources over the Internet. Availability of cloud services …

A trust aware behavioral based intrusion detection in cloud environment using ensemble service centric featured neural network

NZ Ahmed, R Durga - 2021 4th International Conference on …, 2021 - ieeexplore.ieee.org
The modern environment development comes under internet of service access for various
purpose for doing communication. The cloud centric services are distributed to the user by …