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cs.CV2025
De-Fake: Style based Anomaly Deepfake Detection
Sudev Kumar Padhi, Harshit Kumar, Umesh Kashyap +1
Detecting deepfakes involving face-swaps presents a significant challenge, particularly in real-world scenarios where anyone can perform face-swapping with freely available tools a…
cs.CV2024
Attack GAN (AGAN ): A new Security Evaluation Tool for Perceptual Encryption
Umesh Kashyap, Sudev Kumar Padhi, Sk. Subidh Ali
Training state-of-the-art (SOTA) deep learning models requires a large amount of data. The visual information present in the training data can be misused, which creates a huge priv…
cs.CV2024
Generalized Deepfake Attribution
Sowdagar Mahammad Shahid, Sudev Kumar Padhi, Umesh Kashyap +1
The landscape of fake media creation changed with the introduction of Generative Adversarial Networks (GAN s). Fake media creation has been on the rise with the rapid advances in g…