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08/31/2023
Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance
Sketch-based terrain generation seeks to create realistic landscapes for...
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08/14/2023
UIPC-MF: User-Item Prototype Connection Matrix Factorization for Explainable Collaborative Filtering
Recommending items to potentially interested users has been an important...
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07/15/2023
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance
Most existing 3D instance segmentation methods are derived from 3D seman...
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07/10/2022
Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication
Recently, physiological signal-based biometric systems have received wid...
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04/29/2022
Weak-Key Analysis for BIKE Post-Quantum Key Encapsulation Mechanism
The evolution of quantum computers poses a serious threat to contemporar...
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04/22/2022
Towards Privacy-Preserving Neural Architecture Search
Machine learning promotes the continuous development of signal processin...
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04/12/2022
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification
Recently, graph convolutional networks (GCNs) have been developed to exp...
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03/02/2022
Video is All You Need: Attacking PPG-based Biometric Authentication
Unobservable physiological signals enhance biometric authentication syst...
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02/11/2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation
Automatic Speech Recognition services (ASRs) inherit deep neural network...
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01/27/2022
SoK: An Overview of PPG's Application in Authentication
Biometric authentication prospered during the 2010s. Vulnerability to sp...
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12/20/2021
NavP: Enabling Navigational Programming for Science Data Processing via Application-Initiated Checkpointing
Science Data Systems (SDS) handle science data from acquisition through ...
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07/16/2021
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks
Electrocardiogram (ECG) acquisition requires an automated system and ana...
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02/16/2021
Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
Stealing attack against controlled information, along with the increasin...
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02/02/2021
On Robustness of Neural Semantic Parsers
Semantic parsing maps natural language (NL) utterances into logical form...
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08/29/2019
Cyber security insights into self-proclaimed virtual world hackers
Virtual worlds have become highly popular in recent years with reports o...
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08/22/2019
Security Analysis Methods on Ethereum Smart Contract Vulnerabilities: A Survey
Smart contracts are software programs featuring both traditional applica...
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05/17/2019
The Audio Auditor: Participant-Level Membership Inference in Internet of Things Voice Services
Voice interfaces and assistants implemented by various services have bec...
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05/17/2019
The Audio Auditor: Participant-Level Membership Inference in Voice-Based IoT
Voice interfaces and assistants implemented by various services have bec...
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05/09/2019
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images
In recent years, deep learning has presented a great advance in hyperspe...
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04/24/2018