AIMC Topic: Computer Security

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Methodology for Safe and Secure AI in Diabetes Management.

Journal of diabetes science and technology Dec 26, 2024
The use of artificial intelligence (AI) in diabetes management is emerging as a promising solution to improve the monitoring and personalization of therapies. However, the integration of such technologies in the clinical setting poses significant cha...
Computer Security Artificial Intelligence Diabetes Mellitus Humans
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DDP-DAR: Network intrusion detection based on denoising diffusion probabilistic model and dual-attention residual network.

Neural networks : the official journal of the International Neural Network Society Dec 18, 2024
Network intrusion detection (NID) is an effective manner to guarantee the security of cyberspace. However, the scale of normal network traffic is much larger than intrusion traffic (i.e., appearing data imbalance problem), which leads to the training...
Computer Security Models, Statistical Humans Neural Networks, Computer Algorithms
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Effective DDoS attack detection in software-defined vehicular networks using statistical flow analysis and machine learning.

PloS one Dec 18, 2024
Vehicular Networks (VN) utilizing Software Defined Networking (SDN) have garnered significant attention recently, paralleling the advancements in wireless networks. VN are deployed to optimize traffic flow, enhance the driving experience, and ensure ...
Wireless Technology Algorithms Internet of Things Computer Security Humans Machine Learning Computer Communication Networks Software
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Cluster synchronization of fractional-order two-layer networks and application in image encryption/decryption.

Neural networks : the official journal of the International Neural Network Society Dec 11, 2024
In this paper, a type of fractional-order two-layer network model is constructed, wherein each layer in the network exhibits distinct topology. Subsequently, the cluster synchronization problem of fractional-order two-layer networks is investigated t...
Computer Security Algorithms Neural Networks, Computer Cluster Analysis
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Unlocking Security for Comprehensive Electroencephalogram-Based User Authentication Systems.

Sensors (Basel, Switzerland) Dec 11, 2024
With recent significant advancements in artificial intelligence, the necessity for more reliable recognition systems has rapidly increased to safeguard individual assets. The use of brain signals for authentication has gained substantial interest wit...
Brain Electroencephalography Computer Security Signal Processing, Computer-Assisted Neural Networks, Computer Brain-Computer Interfaces Humans Algorithms
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FedPD: Defending federated prototype learning against backdoor attacks.

Neural networks : the official journal of the International Neural Network Society Dec 10, 2024
Federated Learning (FL) is an efficient, distributed machine learning paradigm that enables multiple clients to jointly train high-performance deep learning models while maintaining training data locally. However, due to its distributed computing nat...
Humans Deep Learning Computer Security Neural Networks, Computer Machine Learning
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Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients.

Neural networks : the official journal of the International Neural Network Society Dec 6, 2024
This paper presents cutting-edge advancements in exponential synchronization and encryption techniques, focusing on Quaternion-Valued Artificial Neural Networks (QVANNs) that incorporate two-sided coefficients. The study introduces a novel approach t...
Neural Networks, Computer Algorithms Computer Simulation Computer Security
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Inclusive AI for radiology: Optimising ChatGPT-4 with advanced prompt engineering.

Clinical imaging Dec 6, 2024
This letter responds to the article "Encouragement vs. liability: How prompt engineering influences ChatGPT-4's radiology exam performance," offering additional perspectives on optimising ChatGPT-4 for Radiology applications. While the study highligh...
Generative Artificial Intelligence Radiology Artificial Intelligence Radiology Information Systems Humans Computer Security Electronic Health Records
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Securing healthcare medical image information using advance morphological component analysis, information hiding systems, and hybrid convolutional neural networks on IoMT.

Computers in biology and medicine Dec 5, 2024
Health care images contain a variety of imaging information that has specific features, which can make it challenging to assess and decide on the methods necessitated to safeguard the highly classified visuals from unauthorized exposure during transm...
Neural Networks, Computer Convolutional Neural Networks Internet of Things Computer Security Humans Image Processing, Computer-Assisted Diagnostic Imaging
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Evaluation of privacy protection methods of public service advertising visual design in the perspective of artificial intelligence internet of things.

PloS one Dec 2, 2024
With the widespread application of monitoring technology and network storage technology, there are some privacy issues in the process of public service advertising visual design and the process of pushing public service advertising visual design work...
Humans Artificial Intelligence Computer Security Privacy Advertising Internet of Things
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