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Detecting One-Pixel Attacks Using Variational Autoencoders
(Springer, 2022)
Cyber range: preparing for crisis or something just for technical people?
(Academic conferences international, 2021)
Digitalization has increased the significance of cybersecurity within the current highly interconnected society. The number and complexity of different cyber-attacks as well as other malicious activities has increased ...
Color-optimized one-pixel attack against digital pathology images
(Fruct oy, 2021)
Modern artificial intelligence based medical imaging tools are vulnerable to model fooling attacks. Automated medical imaging methods are used for supporting the decision making by classifying samples as regular or as ...
Model fooling attacks against medical imaging: a short survey
(ProCon, 2020)
This study aims to find a list of methods to fool artificial neural networks used in medical imaging. We collected a short list of publications related to machine learning model fooling to see if these methods have been ...
Modelling medical devices with honeypots
(Springer, 2020)
Cyber security is one of the key priorities in the modern digitalised and complex network totality. One of the major domains of interest is the healthcare sector where a cyber incident may cause unprecedented circumstances. ...
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer
(Association for computing machinery, 2021)
Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker can manipulate the automated processing, the results can be devastating and in the worst case ...
Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software
(FRUCT, 2022)
The modern trend of moving artificial intelligence computation near to the origin of data sources has increased the demand for new hardware and software suitable for such environments. We carried out a scoping study to ...
Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier
(Springer International Publishing, 2022)
Participants Prefer Technical Hands-on Cyber Exercises Instead of Organisational and Societal Ones
(Academic Publishing, 2023)
The current shortage of cybersecurity professionals is about 2 million people worldwide, and in Europe the industry is seeking for about 350 000 skilled professionals. There is also an enormous need for dedicated cybersecurity ...
Model Fooling Threats Against Medical Imaging
(Springer, 2022)









