Hybrid AI Reaches Near-Perfect Accuracy in the Hunt for Doctored Images
A new systematic review finds that hybrid deep learning and metaheuristic optimization frameworks achieve 98 to 100 percent accuracy in ...
Tag: deepfake detection
Lightweight Neural Networks Show Promise in Deepfake Detection
Researchers developed a lightweight CNN-LSTM model that detects deepfake videos with high accuracy on standard hardware.
Attention-Boosted Neural Networks Face Off in the Hunt for Deepfakes
A controlled comparison shows attention-enhanced DenseNet121 reaching 97.4 percent accuracy for deepfake detection while a lighter MobileNetV2 variant offers a ...
New Scoring Framework Exposes How Fragile Deepfake Detectors Really Are
A new composite scoring framework called RECAF jointly measures deepfake detectors' accuracy, robustness to image distortions, and cross-dataset generalization, revealing ...
New AI Model Catches Deepfakes by Listening and Watching Simultaneously
A multimodal AI model called ERF-BA-TFD+ detects and localizes audio-visual deepfakes by cross-reconstructing audio and video features and reasoning over ...
Aperture: Lightweight AI Framework Detects and Locates Deepfakes in One Pass
Researchers have introduced Aperture, a lightweight AI framework that jointly detects deepfakes and localizes tampered regions while adapting to unseen ...
Deepfakes Grow Hyper-Realistic as Survey Maps the Fake-Detection Arms Race
A comprehensive new survey in Multimedia Tools and Applications maps deepfake generation techniques from GANs to diffusion models and finds ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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