conftrace_

deepfake detection

174 papers

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Co-occurring keywords

domain generalization (1522) anomaly detection (747) face forgery detection (40) image forensics (62) multimodal learning (4645) face recognition (469) representation learning (6206) generative model (2892) self-supervised learning (3777) contrastive learning (4032)

Papers

GenVidBench: A 6-Million Benchmark for AI-Generated Video Detection AAAI 2026
Exploring the Janus Face of Synthetic Images: From Privacy-secure Biometrics to Universal and Robust Deepfake Detection AAAI 2026
Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026
Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026
SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026
Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception AAAI 2026
AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization WACV 2026
GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts WACV 2026
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026
Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics AAAI 2026
SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026
A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026
MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning ACL 2026
Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract) AAAI 2026
Deepfake Detection that Generalizes Across Benchmarks WACV 2026
ExDDV: A New Dataset for Explainable Deepfake Detection in Video WACV 2026
TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection WACV 2026
AuthGuard: Generalizable Deepfake Detection via Language Guidance WACV 2026
XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026
Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026
Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection AAAI 2026
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection ICCV 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025
FaceShield: Defending Facial Image against Deepfake Threats ICCV 2025