AIMC Topic: Computer Security

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Computational pathology definitions, best practices, and recommendations for regulatory guidance: a white paper from the Digital Pathology Association.

The Journal of pathology Sep 3, 2019
In this white paper, experts from the Digital Pathology Association (DPA) define terminology and concepts in the emerging field of computational pathology, with a focus on its application to histology images analyzed together with their associated pa...
Diagnosis, Computer-Assisted Predictive Value of Tests Workflow Humans Artificial Intelligence Computer Security Pathology Policy Making Benchmarking Image Interpretation, Computer-Assisted Terminology as Topic
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AULD: Large Scale Suspicious DNS Activities Detection via Unsupervised Learning in Advanced Persistent Threats.

Sensors (Basel, Switzerland) Jul 19, 2019
In recent years, sensors in the Internet of things have been commonly used in Human's life. APT (Advanced Persistent Threats) has caused serious damage to network security and the sensors play an important role in the attack process. For a long time,...
Algorithms Unsupervised Machine Learning Computer Security Humans Software
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Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.

Circulation. Cardiovascular quality and outcomes Jul 9, 2019
BACKGROUND: Data sharing accelerates scientific progress but sharing individual-level data while preserving patient privacy presents a barrier.
Hypertension Treatment Outcome Randomized Controlled Trials as Topic Humans Computer Simulation Deep Learning Computer Security Confidentiality Blood Pressure Data Collection Antihypertensive Agents Information Dissemination
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When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time.

Neural computation Jul 1, 2019
A significant threat to the recent, wide deployment of machine learning-based systems, including deep neural networks (DNNs), is adversarial learning attacks. The main focus here is on evasion attacks against DNN-based classifiers at test time. While...
Computer Security Humans Neural Networks, Computer Machine Learning Image Processing, Computer-Assisted Pattern Recognition, Automated
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Data-Driven Automated Cardiac Health Management with Robust Edge Analytics and De-Risking.

Sensors (Basel, Switzerland) Jun 18, 2019
Remote and automated healthcare management has shown the prospective to significantly impact the future of human prognosis rate. Internet of Things (IoT) enables the development and implementation ecosystem to cater the need of large number of releva...
Prospective Studies Biosensing Techniques Monitoring, Physiologic Signal Processing, Computer-Assisted Heart Computer Security Humans Machine Learning Algorithms
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India: Intruder Node Detection and Isolation Action in Mobile Ad Hoc Networks Using Feature Optimization and Classification Approach.

Journal of medical systems May 10, 2019
Due to lack of a central bureaucrat in mobile ad hoc networks, the security of the network becomes serious issue. During malicious attacks, according to the motivation of intruder the severity of the threat varies. It may lead to loss of data, energy...
Medical Informatics Computer Security Neural Networks, Computer Algorithms India
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Stability of stochastic impulsive reaction-diffusion neural networks with S-type distributed delays and its application to image encryption.

Neural networks : the official journal of the International Neural Network Society Apr 4, 2019
In this paper, we study stochastic impulsive reaction-diffusion neural networks with S-type distributed delays, aiming to obtain the sufficient conditions for global exponential stability. First, an impulsive inequality involving infinite delay is in...
Pattern Recognition, Automated Algorithms Computer Security Time Factors Stochastic Processes Diffusion Humans Neural Networks, Computer
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A Novel Technique for Multi Biometric Cryptosystem Using Fuzzy Vault.

Journal of medical systems Mar 21, 2019
Biometric authentication is the process of recognizing a person by means of his\her psychological or behavioral traits. One of the most important issues faced by the biometric system developer is to protect the template obtained from the biometric of...
Computer Security Dermatoglyphics Humans Image Processing, Computer-Assisted Fuzzy Logic Hand Biometric Identification
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Five simultaneous artificial intelligence data challenges on ultrasound, CT, and MRI.

Diagnostic and interventional imaging Mar 15, 2019
PURPOSE: The goal of this data challenge was to create a structured dynamic with the following objectives: (1) teach radiologists the new rules of General Data Protection Regulation (GDPR), while building a large multicentric prospective database of ...
Kidney Cortex Ultrasonography Humans Liver Neoplasms Communication Artificial Intelligence Tibial Meniscus Injuries Neoplasm Invasiveness Magnetic Resonance Imaging Thyroid Neoplasms Tomography, X-Ray Computed Interprofessional Relations Datasets as Topic Breast Neoplasms Thyroid Cartilage Computer Security
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Clinical applications of machine learning algorithms: beyond the black box.

BMJ (Clinical research ed.) Mar 12, 2019
Diagnosis, Computer-Assisted Attitude of Health Personnel Health Knowledge, Attitudes, Practice Ethics, Medical Computer Security Therapy, Computer-Assisted Machine Learning Humans Algorithms Attitude to Computers Clinical Decision-Making
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