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09/05/2023
Towards Understanding of Deepfake Videos in the Wild
Deepfakes have become a growing concern in recent years, prompting resea...
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03/26/2023
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices
The metaverse has gained significant attention from various industries d...
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03/21/2023
OTJR: Optimal Transport Meets Optimal Jacobian Regularization for Adversarial Robustness
Deep neural networks are widely recognized as being vulnerable to advers...
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02/25/2023
Why Do Deepfake Detectors Fail?
Recent rapid advancements in deepfake technology have allowed the creati...
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08/24/2022
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability
Time series anomaly detection is extensively studied in statistics, econ...
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09/07/2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors
Significant advancements made in the generation of deepfakes have caused...
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08/11/2021
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
While significant advancements have been made in the generation of deepf...
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07/06/2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation
Over the last few decades, artificial intelligence research has made tre...
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05/28/2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning
As GAN-based video and image manipulation technologies become more sophi...
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05/13/2021
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning
Deepfakes have become a critical social problem, and detecting them is o...
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05/01/2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework
Deep learning-based video manipulation methods have become widely access...
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03/01/2021
Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack
Recently, significant advancements have been made in face recognition te...
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09/16/2020