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12/24/2021
CatchBackdoor: Backdoor Testing by Critical Trojan Neural Path Identification via Differential Fuzzing
The success of deep neural networks (DNNs) in real-world applications ha...
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12/01/2021
FDA-GAN: Flow-based Dual Attention GAN for Human Pose Transfer
Human pose transfer aims at transferring the appearance of the source pe...
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07/16/2021
EGC2: Enhanced Graph Classification with Easy Graph Compression
Graph classification plays a significant role in network analysis. It al...
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05/14/2021
Salient Feature Extractor for Adversarial Defense on Deep Neural Networks
Recent years have witnessed unprecedented success achieved by deep learn...
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05/10/2021
MASS: Multi-task Anthropomorphic Speech Synthesis Framework
Text-to-Speech (TTS) synthesis plays an important role in human-computer...
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01/18/2021
GraphAttacker: A General Multi-Task GraphAttack Framework
Graph Neural Networks (GNNs) have been successfully exploited in graph a...
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01/06/2021
DeepPoison: Feature Transfer Based Stealthy Poisoning Attack
Deep neural networks are susceptible to poisoning attacks by purposely p...
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12/18/2020
ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries
With the successful application of deep learning models in many real-wor...
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10/11/2018
Hierarchical Attention Network for Visually-aware Food Recommendation
Food recommender systems play an important role in assisting users to id...
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10/11/2018