conference

Speaker-Adaptive Lipreading via Spatio-Temporal Information Learning
Lipreading has been rapidly developed recently with the help of large-scale datasets and big models. Despite the significant progress …
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Data-Free Watermark for Deep Neural Networks by Truncated Adversarial Distillation
Model watermarking secures ownership verification and copyright protection of deep neural networks. In the black-box scenario, …
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Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond
To trace the copyright of deep neural networks, an owner can embed its identity information into its model as a watermark. The capacity …
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Measure and Countermeasure of the Capsulation Attack against Backdoor-based Deep Neural Network Watermarks
Backdoor-based watermarking schemes were proposed to protect the intellectual property of deep neural networks under the black-box …
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Content-Insensitive Dynamic Lip Feature Extraction for Visual Speaker Authentication against Deepfake Attacks
Recent research has shown that lip-based speaker authenti- cation system can achieve good authentication performance. However, with …
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An Auto-Encoder Based Method for Camera Fingerprint Compression
Camera fingerprint links a picture to its camera sensor, which is widely applied in sensor device identification, social network …
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Cross-Domain Local Characteristic Enhanced Deepfake Video Detection
As ultra-realistic face forgery techniques emerge, deepfake detection has attracted increasing attention due to security concerns. Many …
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Chinese Mandarin Lipreading using Cascaded Transformers with Multiple Intermediate Representations
Automatic lipreading has attracted much research interest over the past few decades. Different from English, Chinese is a tone-based …
Improving the Generalization Ability of DeepFake Detection vis Disentangled Representation Learning
Deepfake refers to a deep learning based technology which can synthesize visually realistic face images/videos. The misuse of this …
Speaker-Independent Lipreading by Disentangled Representation Learning
With the development of the deep learning technology, automatic lipreading based on deep neural network can achieve reliable results …