AIMC Topic: Computer Security

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Patient consent for the secondary use of health data in artificial intelligence (AI) models: A scoping review.

International journal of medical informatics Mar 8, 2025
BACKGROUND: The secondary use of health data for training Artificial Intelligence (AI) models holds immense potential for advancing medical research and healthcare delivery. However, ensuring patient consent for such utilization is paramount to uphol...
Artificial Intelligence Confidentiality Informed Consent Computer Security Humans
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Opportunistic access control scheme for enhancing IoT-enabled healthcare security using blockchain and machine learning.

Scientific reports Mar 4, 2025
The healthcare industry, aided by technology, leverages the Internet of Things (IoT) paradigm to offer patient/user-related services that are ubiquitous and personalized. The authorized repository stores ubiquitous data for which access-level securit...
Machine Learning Delivery of Health Care Humans Computer Security Blockchain Confidentiality Internet of Things
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Neural-network-based practical specified-time resilient formation maneuver control for second-order nonlinear multi-robot systems under FDI attacks.

Neural networks : the official journal of the International Neural Network Society Feb 22, 2025
This paper presents a specified-time resilient formation maneuver control approach for second-order nonlinear multi-robot systems under false data injection (FDI) attacks, incorporating an offline neural network. Building on existing works in integra...
Time Factors Robotics Nonlinear Dynamics Computer Security Neural Networks, Computer Algorithms Computer Simulation
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Reconfigurable security solution based on hopfield neural network for e-healthcare applications.

Scientific reports Feb 15, 2025
In the healthcare sector, e-diagnosis through medical images is essential in a multi-speciality hospital; securing the medical images becomes crucial for preserving an individual's privacy in e-healthcare applications. So, this paper has proposed a n...
Telemedicine Computer Security Algorithms Humans Neural Networks, Computer
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From challenges and pitfalls to recommendations and opportunities: Implementing federated learning in healthcare.

Medical image analysis Feb 14, 2025
Federated learning holds great potential for enabling large-scale healthcare research and collaboration across multiple centers while ensuring data privacy and security are not compromised. Although numerous recent studies suggest or utilize federate...
Computer Security Federated Learning Machine Learning Delivery of Health Care Humans
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A novel deep learning-based framework with particle swarm optimisation for intrusion detection in computer networks.

PloS one Feb 12, 2025
Intrusion detection plays a significant role in the provision of information security. The most critical element is the ability to precisely identify different types of intrusions into the network. However, the detection of intrusions poses a importa...
Deep Learning Neural Networks, Computer Computer Security Humans Algorithms
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Fast finite-time quantized control of multi-layer networks and its applications in secure communication.

Neural networks : the official journal of the International Neural Network Society Feb 4, 2025
This paper introduces a quantized controller to address the challenge of fast finite-time synchronization of multi-layer networks, where each layer represents a distinct type of interaction within complex systems. Firstly, based on the stability theo...
Computer Simulation Communication Neural Networks, Computer Algorithms Computer Security Time Factors
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Federated learning with bilateral defense via blockchain.

Neural networks : the official journal of the International Neural Network Society Jan 27, 2025
Federated Learning (FL) offers benefits in protecting client data privacy but also faces multiple security challenges, such as privacy breaches from unencrypted data transmission and poisoning attacks that compromise model performance, however, most ...
Computer Security Blockchain Humans Algorithms Federated Learning Machine Learning
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Intelligent classification of computer vulnerabilities and network security management system: Combining memristor neural network and improved TCNN model.

PloS one Jan 27, 2025
To enhance the intelligent classification of computer vulnerabilities and improve the efficiency and accuracy of network security management, this study delves into the application of a comprehensive classification system that integrates the Memristo...
Computer Security Neural Networks, Computer Algorithms Humans
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Distributed Denial of Services (DDoS) attack detection in SDN using Optimizer-equipped CNN-MLP.

PloS one Jan 27, 2025
Software-Defined Networks (SDN) provides more control and network operation over a network infrastructure as an emerging and revolutionary paradigm in networking. Operating the many network applications and preserving the network services and functio...
Software Algorithms Internet Computer Security Humans Neural Networks, Computer
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