TransURL: Improving malicious URL detection with multi-layer Transformer encoding and multi-scale pyramid features

R Liu, Y Wang, Z Guo, H Xu, Z Qin, W Ma, F Zhang - Computer Networks, 2024‏ - Elsevier
While machine learning progress is advancing the detection of malicious URLs, advanced
Transformers applied to URLs face difficulties in extracting local information, character-level …

[HTML][HTML] FogNet: Custom CNN with optimal feature selection-based combat model for secured fog computing environment

DP Sahu, B Tripathy, L Samantaray - e-Prime-Advances in Electrical …, 2024‏ - Elsevier
In recent years, the increasing number of connected devices and the exponential growth of
data generated by these devices have posed significant challenges for intrusion detection …

Enhanced Feature Optimization for Multiclasss Intrusion Detection in IOT Fog Computing Environments

SS Sonawane - Scalable Computing: Practice and Experience, 2024‏ - scpe.org
To overcome the shortcomings of traditional security measures in IoT fog computing, The
Multiclass Intrusion Detection (MCID) model is put forward. The model's goal is to improve …