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05/18/2023
TPMDP: Threshold Personalized Multi-party Differential Privacy via Optimal Gaussian Mechanism
In modern distributed computing applications, such as federated learning...
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11/21/2022
Intelligent Computing: The Latest Advances, Challenges and Future
Computing is a critical driving force in the development of human civili...
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10/04/2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
In this paper, we propose a Graph Inception Diffusion Networks(GIDN) mod...
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06/12/2022
Exploration of Enterprise Server Data to Assess Ease of Modeling System Behavior
Enterprise networks are one of the major targets for cyber attacks due t...
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05/26/2022
A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs
VirusTotal (VT) provides aggregated threat intelligence on various entit...
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04/02/2021
Permutation-Invariant Subgraph Discovery
We introduce Permutation and Structured Perturbation Inference (PSPI), a...
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12/27/2020
Time-Window Group-Correlation Support vs. Individual Features: A Detection of Abnormal Users
Autoencoder-based anomaly detection methods have been used in identifyin...
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10/26/2020
Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention
Literature analysis facilitates researchers to acquire a good understand...
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03/14/2020
Security Analysis of EOSIO Smart Contracts
The EOSIO blockchain, one of the representative Delegated Proof-of-Stake...
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12/13/2019
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction
This paper studies the problem of predicting the distribution over multi...
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11/27/2019
DeviceWatch: Identifying Compromised Mobile Devices through Network Traffic Analysis and Graph Inference
In this paper, we propose to identify compromised mobile devices from a ...
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09/10/2019
Quantum Unsupervised and Supervised Learning on Superconducting Processors
Machine learning algorithms perform well on identifying patterns in many...
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06/06/2019
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering
Recent developments in modeling language and vision have been successful...
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05/05/2019
On Exploring Undetermined Relationships for Visual Relationship Detection
In visual relationship detection, human-notated relationships can be reg...
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08/24/2018
Truth Inference on Sparse Crowdsourcing Data with Local Differential Privacy
Crowdsourcing has arisen as a new problem-solving paradigm for tasks tha...
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05/22/2018
A Survey on Malicious Domains Detection through DNS Data Analysis
Malicious domains are one of the major resources required for adversarie...
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11/01/2017