Saksham Garg

SS-AV-InDF: a self-supervised multimodal framework with local and global feature modeling for deepfake detection in Indian media

Information integrity is seriously threatened by the growing number of deepfakes, but current detection techniques frequently have weak generalization and demographic bias due to the biasness of datasets. This research presents a two-stage self-supervised multimodal architecture that learns inherent audio–visual corr...