- Home
- Archives
- 2026
- Vol. 7 Issue 2
- Article
Deep Guard AV: Audio-Visual Deepfake Detection Framework Using Hybrid Audio Learning, CNN-LSTM Video Analysis, and Automated Transcript Logging
Authors
1 Department of Computer Science (Artificial Intelligence), Shri Shankaracharya Technical Campus/Chhattisgarh Swami Vivekanand Technical University, India. 2 Assistant Professor, Department of Computer Science, Shri Shankaracharya Technical Campus/Chhattisgarh Swami Vivekanand Technical University, India.
Article Information
- Published In
- Volume 7, Issue 2 (2026)
- Published Online
- March-April 2026
- Pages
- 493-499
- Article Type
- Original Article
References
1. Y. Li and S. Lyu, “Exposing DeepFake Videos by Detecting Face Warping Artifacts,” in Proc. IEEE Conf. on Computer Vision and
Pattern Recognition Workshops (CVPRW), 2019.
2. A. Rössler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner, “FaceForensics++: Learning to Detect Manipulated Facial
Images,” in Proc. IEEE Int. Conf. on Computer Vision (ICCV), 2019.
3. T. T. Nguyen, Q. V. H. Nguyen, D. T. Nguyen, D. T. Nguyen, and S. Nahavandi, “Deep Learning for Deepfakes Creation and
Detection: A Survey,” IEEE Access, vol. 7, pp. 134134–134147, 2019.
4. D. Cozzolino, J. Thies, A. Rössler, C. Riess, M. Nießner, and L. Verdoliva, “ForensicTransfer: Weakly-supervised Domain Adaptation
for Forgery Detection,” arXiv preprint arXiv: 1812.02510, 2018.
Pattern Recognition Workshops (CVPRW), 2019.
2. A. Rössler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner, “FaceForensics++: Learning to Detect Manipulated Facial
Images,” in Proc. IEEE Int. Conf. on Computer Vision (ICCV), 2019.
3. T. T. Nguyen, Q. V. H. Nguyen, D. T. Nguyen, D. T. Nguyen, and S. Nahavandi, “Deep Learning for Deepfakes Creation and
Detection: A Survey,” IEEE Access, vol. 7, pp. 134134–134147, 2019.
4. D. Cozzolino, J. Thies, A. Rössler, C. Riess, M. Nießner, and L. Verdoliva, “ForensicTransfer: Weakly-supervised Domain Adaptation
for Forgery Detection,” arXiv preprint arXiv: 1812.02510, 2018.
Related Articles
Share Article
*Instagram doesn't support direct link sharing from web. Copy the link and share it in your Instagram story or post.