no code implementations • 8 Mar 2024 • M Sabbir Salek, Mugdha Basu Thakur, Pardha Sai Krishna Ala, Mashrur Chowdhury, Matthias Schmid, Pamela Murray-Tuite, Sakib Mahmud Khan, Venkat Krovi
Automated vehicle (AV) platooning has the potential to improve the safety, operational, and energy efficiency of surface transportation systems by limiting or eliminating human involvement in the driving tasks.
no code implementations • 18 Dec 2023 • Reek Majumder, Jacquan Pollard, M Sabbir Salek, David Werth, Gurcan Comert, Adrian Gale, Sakib Mahmud Khan, Samuel Darko, Mashrur Chowdhury
The environmental impacts of global warming driven by methane (CH4) emissions have catalyzed significant research initiatives in developing novel technologies that enable proactive and rapid detection of CH4.
no code implementations • 25 Apr 2022 • Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan
Moreover, the hybrid defense method, presented in this study, improves the accuracy for traffic sign classification compared to the traditional defense methods (i. e., JPEG filtering, feature squeezing, binary filtering, and random filtering) up to 6%, 50%, and 55% for FGSM, MIM, and PGD attacks, respectively.
no code implementations • 14 Oct 2021 • Mhafuzul Islam, Mashrur Chowdhury, Zadid Khan, Sakib Mahmud Khan
A classical computer works with ones and zeros, whereas a quantum computer uses ones, zeros, and superpositions of ones and zeros, which enables quantum computers to perform a vast number of calculations simultaneously compared to classical computers.
no code implementations • 2 Aug 2021 • Sakib Mahmud Khan, Gurcan Comert, Mashrur Chowdhury
Change point models, can be used for real-time anomaly detection caused by the false information attack.
no code implementations • 2 Aug 2021 • Zadid Khan, Sakib Mahmud Khan, Jean Michel Tine, Ayse Turhan Comert, Diamon Rice, Gurcan Comert, Dimitra Michalaka, Judith Mwakalonge, Reek Majumdar, Mashrur Chowdhury
The incident detection performance of the hybrid model is evaluated against baseline classical ML models.
no code implementations • 2 Aug 2021 • Reek Majumder, Sakib Mahmud Khan, Fahim Ahmed, Zadid Khan, Frank Ngeni, Gurcan Comert, Judith Mwakalonge, Dimitra Michalaka, Mashrur Chowdhury
To make classification models resilient against adversarial attacks, we used a hybrid deep-learning model with both the quantum and classical layers.
no code implementations • 6 Sep 2020 • Sakib Mahmud Khan, Anthony David Patire
Using a simulated I-210 model, the overall framework using multiple data sources is evaluated, and compared with the traditional point detector-based estimation method.
1 code implementation • 2 Dec 2018 • Mhafuzul Islam, Mizanur Rahman, Sakib Mahmud Khan, Mashrur Chowdhury, Lipika Deka
Connected vehicle (CV) application developers need a development platform to build, test and debug CV applications, such as safety, mobility, and environmental applications, in an edge-centric Cyber-Physical Systems.
Networking and Internet Architecture
no code implementations • 15 Aug 2018 • MD Zadid Khan, Sakib Mahmud Khan, Mashrur Chowdhury, Kakan Dey
The analysis indicates that the LSTM model performs better than simple RNN and GRU models, and imputation performs better than masking to predict future traffic volume.
no code implementations • 30 Nov 2017 • Sakib Mahmud Khan, Sababa Islam, MD Zadid Khan, Kakan Dey, Mashrur Chowdhury, Nathan Huynh
SVR models are validated for each roadway functional class using the 2016 ATR data and selected short-term count data collected by the South Carolina Department of Transportation (SCDOT).