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Godwin Badu-Marfo
Godwin Badu-Marfo
Post-Doctoral Fellow, Toronto Metropolitan University
Verified email at torontomu.ca - Homepage
Title
Cited by
Cited by
Year
Untargeted poisoning attack detection in federated learning via behavior attestation
R Al Mallah, D Lopez, G Badu-Marfo, B Farooq
IEEE Access, 2023
312023
A perspective on the challenges and opportunities for privacy-aware big transportation data
G Badu-Marfo, B Farooq, Z Patterson
Journal of Big Data Analytics in Transportation 1, 1-23, 2019
232019
Cybersecurity threats in connected and automated vehicles based federated learning systems
R Al Mallah, G Badu-Marfo, B Farooq
2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), 13-18, 2021
192021
Composite travel generative adversarial networks for tabular and sequential population synthesis
G Badu-Marfo, B Farooq, Z Patterson
IEEE Transactions on Intelligent Transportation Systems 23 (10), 17976-17985, 2022
182022
Perturbation methods for protection of sensitive location data: Smartphone travel survey case study
G Badu-Marfo, B Farooq, Z Patterson
Transportation Research Record 2673 (12), 244-255, 2019
62019
eFedDNN: Ensemble based federated deep neural networks for trajectory mode inference
DO Mensah, G Badu-Marfo, R Al Mallah, B Farooq
2022 IEEE International Smart Cities Conference (ISC2), 1-7, 2022
32022
On the initial behavior monitoring issues in federated learning
R Al Mallah, G Badu-Marfo, B Farooq
IEEE Access 9, 161046-161054, 2021
32021
A differentially private multi-output deep generative networks approach for activity diary synthesis
G Badu-Marfo, B Farooq, Z Patterson
arXiv preprint arXiv:2012.14574, 2020
32020
An ensemble federated learning framework for privacy-by-design mobility behaviour inference in smart cities
G Badu-Marfo, B Farooq, DO Mensah, R Al Mallah
Sustainable Cities and Society 97, 104703, 2023
22023
Perturbation privacy for sensitive locations in transit data publication: a case study of montreal trajet surveys
G Badu-Marfo, B Farooq, Z Patterson
arXiv preprint arXiv:1901.07155, 2019
22019
Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems
G Badu-Marfo, RA Mallah, B Farooq
arXiv preprint arXiv:2403.09531, 2024
2024
Security of SDN in an Adversarial Setting: The DDoS Case
R Al Mallah, B Lachine, G Badu-Marfo
2023 IEEE Global Conference on Artificial Intelligence and Internet of …, 2023
2023
Robustness Analysis of Deep Learning Models for Population Synthesis
DO Mensah, G Badu-Marfo, B Farooq
arXiv preprint arXiv:2211.13339, 2022
2022
Robustness Analysis of Deep Learning Models for Population Synthesis
D Opoku Mensah, G Badu-Marfo, B Farooq
arXiv e-prints, arXiv: 2211.13339, 2022
2022
eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference
D Opoku Mensah, G Badu-Marfo, R Al Mallah, B Farooq
arXiv e-prints, arXiv: 2205.05756, 2022
2022
Classification of Public Health Centres in Accra through a Web-Based Portal Integrated with Geographical Information System (GIS)
NY Asabere, G Lawson, G Badu-Marfo, L Kwofie, DO Mensah, R Lartey
Journal of Healthcare Engineering 2021, 2021
2021
Research Article Classification of Public Health Centres in Accra through a Web-Based Portal Integrated with Geographical Information System (GIS)
NY Asabere, G Lawson, G Badu-Marfo, L Kwofie, DO Mensah, R Lartey
2021
Privacy Preserved Model Based Approaches for Generating Open Travel Behavioural Data
G Badu-Marfo
Concordia University, 2020
2020
Privacy Preserved Generative Learning Approach for Open Behavioural Data
G Badu-Marfo
International Choice Modelling Conference 2019, 2019
2019
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Articles 1–19