About

Research

Research Areas Projects Publications

Community

Events News Affiliations

Membership

Contact

Journal · 2023

DFGNN: An interpretable and generalized graph neural network for deepfakes detection

Fatima Khalid, Ali Javed, Qurat-ul ain, Hafsa Ilyas, Aun Irtaza

Cited by 56 Expert Systems with Applications DOI

Abstract

No abstract has been published for this record yet. The publisher has not deposited one — you can read the paper via its DOI.

Other publications from the same authors

2026

JournalFRoCL: Robust Continual Defense Against Deepfakes in Facial Identification Systems

IEEE Transactions on Consumer Electronicsdoi.org/10.1109/TCE.2026.3660743

JournalA discrete representation framework for cross-species birdcall conversion in bioacoustics

Expert Systems with Applicationsdoi.org/10.1016/j.eswa.2026.132715

2025

JournalSparse Prototype-Based Framework for Deepfake Detection Using Class-Specific Dictionary Learning

IEEE Accessdoi.org/10.1109/ACCESS.2025.3636276

2024

JournalExplaNET: A Descriptive Framework for Detecting Deepfakes With Interpretable Prototypes

IEEE Transactions on Biometrics, Behavior, and Identity Sciencedoi.org/10.1109/TBIOM.2024.3407650

2023

ConferenceSWYNT: Swin Y-Net Transformers for Deepfake Detection

2023 International Conference on Robotics and Automation in Industry, ICRAI 2023doi.org/10.1109/ICRAI57502.2023.10089585

BookDeepfakes Catcher: A Novel Fused Truncated DenseNet Model for Deepfakes Detection

Lecture Notes in Networks and Systemsdoi.org/10.1007/978-981-19-9331-2_20

Related publications from other authors

Work by different authors, ranked by shared research area, venue and topic.

2025

ConferenceStacking Ensemble Classification Model for Network Intrusion Detection

2025 IEEE International Conference on Signal Processing Information Communication and Systems Spicscon 2025doi.org/10.1109/SPICSCON69221.2025.11503989

JournalNeural Networks In Medical Neuroimaging: Advancing Detection And Treatment Of Neurological Disorders And Brain Tumors

Journal of Carcinogenesisdoi.org/10.64149/j.carcinog.24.4s.59-73

2024

JournalECOVID-Net: An Ensemble Deep Transfer Learning Based Neural Network For COVID-19 Diagnosis Using Chest X-Ray Images

African Journal of Biomedical Researchdoi.org/10.53555/ajbr.v27i4s.5747

2023

JournalElectrocardiogram signal classification in an IoT environment using an adaptive deep neural networks

Neural Computing and Applicationsdoi.org/10.1007/s00521-023-08534-9

ConferenceClassification of Rice Varieties using Convolution Neural Networks

2nd International Conference on Business Analytics for Technology and Security, ICBATS 2023doi.org/10.1109/ICBATS57792.2023.10111346

2020

ConferenceOutlier application level based intrusion detection and prevention in wireless network

2020 International Conference on Computer Communication and Informatics, ICCCI 2020doi.org/10.1109/ICCCI48352.2020.9104182

Publication details

Venue: Expert Systems with Applications
Type: Journal · 2023
DOI: 10.1016/j.eswa.2023.119843
Citations: 56 · via Crossref, 17 September 2026

Cite this publication

Copy a ready-formatted citation in your preferred style.

APA

Khalid, F., Javed, A., ain, Q. U., Ilyas, H., & Irtaza, A. (2023). DFGNN: An interpretable and generalized graph neural network for deepfakes detection. Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2023.119843

Harvard

Khalid, F., Javed, A., ain, Q.U., Ilyas, H. and Irtaza, A. (2023) 'DFGNN: An interpretable and generalized graph neural network for deepfakes detection', Expert Systems with Applications. doi: 10.1016/j.eswa.2023.119843.

IEEE

F. Khalid, A. Javed, Q. U. ain, H. Ilyas, and A. Irtaza, "DFGNN: An interpretable and generalized graph neural network for deepfakes detection," Expert Systems with Applications, 2023. doi: 10.1016/j.eswa.2023.119843.

Vancouver

Khalid F, Javed A, ain QU, Ilyas H, Irtaza A. DFGNN: An interpretable and generalized graph neural network for deepfakes detection. Expert Systems with Applications. 2023. doi: 10.1016/j.eswa.2023.119843.

MLA

Khalid, Fatima, et al.. "DFGNN: An interpretable and generalized graph neural network for deepfakes detection." Expert Systems with Applications, 2023. https://doi.org/10.1016/j.eswa.2023.119843.

Chicago

Khalid, F., Javed, A., ain, Q. U., Ilyas, H., Irtaza, A.. "DFGNN: An interpretable and generalized graph neural network for deepfakes detection." Expert Systems with Applications (2023). https://doi.org/10.1016/j.eswa.2023.119843.

BibTeX

@article{khalid2023, title={DFGNN: An interpretable and generalized graph neural network for deepfakes detection}, author={Khalid, Fatima and Javed, Ali and ain, Qurat-ul and Ilyas, Hafsa and Irtaza, Aun}, journal={Expert Systems with Applications}, year={2023}, doi={10.1016/j.eswa.2023.119843}, }

← All publications