人工智能安全实验室·上海交通大学
人工智能安全实验室·上海交通大学
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Lip Feature Disentanglement for Visual Speaker Authentication in Natural Scenes
Recent studies have shown that lip shape and movement can be used as an effective biometric feature for speaker authentication. By …
何怡
,
杨磊
,
王士林
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DOI
自然语言处理中的探针可解释方法综述
随着大规模预训练模型的广泛应用,自然语言处理的各领域(如文本分类和机器翻译)均取得了长足的发展。然而,受限于预训练模型的“黑盒”特性,其内部的决策模式以及编码的知识信息被认为是不透明的。以OpenAI发布的ChatGPT和GPT-4为代表的先进预训练模型为例,它们在各领 …
鞠天杰
,
刘功申
,
张倬胜
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DOI
Fine-Grained Lip Image Segmentation using Fuzzy Logic and Graph Reasoning
Fine-grained lip image segmentation plays a critical role in downstream tasks such as automatic lipreading, as it enables the accurate …
杨磊
,
王士林
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DOI
Linear Functionality Equivalence Attack against Deep Neural Network Watermarks and a Defense Method by Neuron Mapping
As an ownership verification technique for deep neural networks, the white-box neural network watermark is being challenged by the …
李方圻
,
王士林
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DOI
Exploiting Complementary Dynamic Incoherence for DeepFake Video Detection
Recently, manipulated videos based on DeepFake technology have spread widely on social media, causing concerns about the authenticity …
王晗亦
,
刘子涵
,
王士林
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DOI
DESC-IDS: Towards an Efficient Real-time Automotive Intrusion Detection System Based on Deep Evolving Stream Clustering
Controller area network (CAN) is a widely used communication protocol for in-vehicle networks. With the up-gradation of traditional …
程彭洲
,
刘功申
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DOI
Online Intrusion Detection for IoT Systems with Full Bayesian Possibilistic Clustering and Ensembled Fuzzy Classifiers
The pervasive deployment of the internet of things (IoT) has significantly facilitated manufacturing and living. The diversity and …
李方圻
,
王士林
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