Author

P. P. Sudharsana

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Aug 2026

A Novel X-Iv2 Ensemble Model for Deepfake Detection with Robustness Analysis and Explainable AI Approach

An ensemble-based approach, namely the X-Iv2 Ensemble approach, merging Inception ResNet v2 and Xception Net based on their complementary architectures to enhance feature extraction and classification is introduced, integrating Explainable AI (XAI) using Integrated Gradients to interpret decision-making processes.

P. P. Sudharsana, R. Rajalaxmi · Intelligent Data Analysis · 0 citations