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06/23/2023
TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support
Trust evaluation assesses trust relationships between entities and facil...
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06/01/2023
Maximal Domain Independent Representations Improve Transfer Learning
Domain adaptation (DA) adapts a training dataset from a source domain fo...
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05/31/2023
Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation
Deep learning (DL) techniques are highly effective for defect detection ...
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01/22/2023
SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis
5G is the 5th generation cellular network protocol. It is the state-of-t...
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10/06/2022
EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry
Modern smart TVs often communicate with their remote controls (including...
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01/23/2022
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models
Increasing use of machine learning (ML) technologies in privacy-sensitiv...
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12/07/2021
Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search
In order to support a variety of missions and deal with different flight...
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03/13/2021
Simeon – Secure Federated Machine Learning Through Iterative Filtering
Federated learning enables a global machine learning model to be trained...
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03/06/2021
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps
A fundamental premise of SMS One-Time Password (OTP) is that the used ps...
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01/04/2021
Computing Research Challenges in Next Generation Wireless Networking
By all measures, wireless networking has seen explosive growth over the ...
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12/17/2020
PURE: A Framework for Analyzing Proximity-based Contact Tracing Protocols
Many proximity-based tracing (PCT) protocols have been proposed and depl...
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12/10/2020
Artificial Intelligence Cooperation
The rise of Artificial Intelligence (AI) will bring with it an ever-incr...
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12/10/2020
Artificial Intelligence at the Edge
The Internet of Things (IoT) and edge computing applications aim to supp...
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12/07/2020
Black-box Model Inversion Attribute Inference Attacks on Classification Models
Increasing use of ML technologies in privacy-sensitive domains such as m...
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10/19/2020
FLAP – A Federated Learning Framework for Attribute-based Access Control Policies
Technology advances in areas such as sensors, IoT, and robotics, enable ...
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03/30/2020
5G Security and Privacy: A Research Roadmap
Cellular networks represent a critical infrastructure and their security...
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07/07/2018