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07/18/2023
CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection
Machine learning and neural networks have become increasingly popular so...
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06/14/2023
Towards Balanced Active Learning for Multimodal Classification
Training multimodal networks requires a vast amount of data due to their...
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08/27/2022
TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum
Due to the decentralized and public nature of the Blockchain ecosystem, ...
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06/28/2021
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
Machine learning (ML) based malicious traffic detection is an emerging s...
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02/05/2021
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning
DNN-based video analytics have empowered many new applications (e.g., au...
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11/27/2020
Robust Attacks on Deep Learning Face Recognition in the Physical World
Deep neural networks (DNNs) have been increasingly used in face recognit...
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09/21/2020
Privacy-Preserving Machine Learning Training in Aggregation Scenarios
To develop Smart City, the growing popularity of Machine Learning (ML) t...
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08/28/2020
Bluetooth-based COVID-19 Proximity Tracing Proposals: An Overview
Large-scale COVID-19 infections have occurred worldwide, which has cause...
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12/06/2018
When Homomorphic Cryptosystem Meets Differential Privacy: Training Machine Learning Classifier with Privacy Protection
Machine learning (ML) classifiers are invaluable building blocks that ha...
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12/05/2018
Research on the Security of Blockchain Data: A Survey
With the more and more extensive application of blockchain, blockchain s...
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10/08/2018
IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks
Face liveness detection has become a widely used technique with a growin...
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09/22/2018
Content-Based Multi-Source Encrypted Image Retrieval in Clouds with Privacy Preservation
Content-based image retrieval (CBIR) is one of the fundamental image ret...
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09/21/2018
Secure Phrase Search for Intelligent Processing of Encrypted Data in Cloud-Based IoT
Phrase search allows retrieval of documents containing an exact phrase, ...
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09/21/2018
Cloud-Based Approximate Constrained Shortest Distance Queries Over Encrypted Graphs With Privacy Protection
Constrained shortest distance (CSD) querying is one of the fundamental g...
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09/19/2018