research
∙
09/13/2023
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems
Speaker Verification (SV) is widely deployed in mobile systems to authen...
share
research
∙
08/15/2023
LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis
Automated log analysis is crucial in modern software-intensive systems f...
research
∙
08/08/2023
Achieving Covert Communication With A Probabilistic Jamming Strategy
In this work, we consider a covert communication scenario, where a trans...
research
∙
06/14/2023
Data Augmentation for Seizure Prediction with Generative Diffusion Model
Objective: Seizure prediction is of great importance to improve the life...
research
∙
05/23/2023
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection
Current fake audio detection relies on hand-crafted features, which lose...
research
∙
05/23/2023
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features
Existing fake audio detection systems perform well in in-domain testing,...
research
∙
05/12/2023
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening
Pan-sharpening aims to generate a high-resolution multispectral (HRMS) i...
research
∙
03/16/2023
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
Self-supervised learning (SSL) is a commonly used approach to learning a...
research
∙
03/08/2023
Memory-adaptive Depth-wise Heterogenous Federated Learning
Federated learning is a promising paradigm that allows multiple clients ...
research
∙
02/07/2023
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency
Deep neural networks (DNNs) are vulnerable to backdoor attacks, where ad...
research
∙
01/25/2023
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation
Protein-ligand binding prediction is a fundamental problem in AI-driven ...
research
∙
11/01/2022
Two Low-complexity Efficient Beamformers for IRS-aided Directional Modulation Networks
As an excellent tool for aiding communication, intelligent reflecting su...
research
∙
08/20/2022
Fully Automated End-to-End Fake Audio Detection
The existing fake audio detection systems often rely on expert experienc...
research
∙
02/18/2022
Route Discovery and Capacity of Ad hoc Networks
Throughput capacity of large ad hoc networks has been shown to scale adv...
research
∙
02/01/2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
Learning the similarity between structured data, especially the graphs, ...
research
∙
12/08/2021
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey
Electroencephalogram (EEG) decoding aims to identify the perceptual, sem...
research
∙
03/24/2021
Multi-view 3D Reconstruction with Transformer
Deep CNN-based methods have so far achieved the state of the art results...
research
∙
11/03/2020
You Do (Not) Belong Here: Detecting DPI Evasion Attacks with Context Learning
As Deep Packet Inspection (DPI) middleboxes become increasingly popular,...
research
∙
08/17/2020
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG
Automatic arrhythmia detection using 12-lead electrocardiogram (ECG) sig...
research
∙
07/31/2020
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
Train machine learning models on sensitive user data has raised increasi...
research
∙
01/29/2020