Deepfake Detection Comparison Hub
4 papers - avg viability 7.0
Top Papers
- Context and Transcripts Improve Detection of Deepfake Audios of Public Figures(9.0)
A cutting-edge audio deepfake detection tool that leverages context and transcripts for significantly improved accuracy against adversarial strategies.
- EvolveReason: Self-Evolving Reasoning Paradigm for Explainable Deepfake Facial Image Identification(8.0)
EvolveReason is an explainable deepfake detection system that uses reinforcement learning to iteratively improve its reasoning and identification of forgery details, offering a reliable analysis for practitioners.
- X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection(7.0)
X-AVDT is a robust deepfake detector leveraging audio-visual cross-attention cues from generative models, offering improved accuracy and generalization across diverse synthesis paradigms.
- Naïve Exposure of Generative AI Capabilities Undermines Deepfake Detection(4.0)
This research highlights the vulnerabilities of deepfake detection systems against advanced generative AI capabilities.