1 citations · 1 across the 7 of their papers we have counts for
8 papers
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…
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…
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…
Deep OFDM Channel Estimation: Capturing Frequency Recurrence
Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal +1
In this paper, we propose a deep-learning-based channel estimation scheme in an orthogonal frequency division multiplexing (OFDM) system. Our proposed method, named Single Slot Rec…
A Study on Transferability of Deep Learning Models for Network Intrusion Detection
Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
In this paper, we explore transferability in learning between different attack classes in a network intrusion detection setup. We evaluate transferability of attack classes by trai…
Knowledge Distillation For Wireless Edge Learning
Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
In this paper, we propose a framework for predicting frame errors in the collaborative spectrally congested wireless environments of the DARPA Spectrum Collaboration Challenge (SC2…
Deep Learning for Frame Error Prediction using a DARPA Spectrum Collaboration Challenge (SC2) Dataset
Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Xiwen Zhang +1
We demonstrate a first example for employing deep learning in predicting frame errors for a Collaborative Intelligent Radio Network (CIRN) using a dataset collected during particip…
A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification
Afra Anika, Md. Hasibur Rahman, Salekul Islam +2
QA classification system maps questions asked by humans to an appropriate answer category. A sound question classification (QC) system model is the pre-requisite of a sound QA syst…