3 papers
cs.CV2025
A Racing Dataset and Baseline Model for Track Detection in Autonomous Racing
Shreya Ghosh, Yi-Huan Chen, Ching-Hsiang Huang +4
A significant challenge in racing-related research is the lack of publicly available datasets containing raw images with corresponding annotations for the downstream task. In this…
cs.CR2025
Developing a Transferable Federated Network Intrusion Detection System
Abu Shafin Mohammad Mahdee Jameel, Shreya Ghosh, Aly El Gamal
Intrusion Detection Systems (IDS) are a vital part of a network-connected device. In this paper, we develop a deep learning based intrusion detection system that is deployed in a d…
cs.LG2025
FetFIDS: A Feature Embedding Attention based Federated Network Intrusion Detection Algorithm
Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
Intrusion Detection Systems (IDS) have an increasingly important role in preventing exploitation of network vulnerabilities by malicious actors. Recent deep learning based developm…