Machine learning applications of quantum computing: A review
16.07.2024
At the intersection of quantum computing and machine learning, this review paper explores the transformative impact these technologies are having...
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Applications of post-quantum cryptography
16.07.2024
With the constantly advancing capabilities of quantum computers, conventional cryptographic systems relying on complex math problems may encounter unforeseen vulnerabilities....
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Cyber protection applications of quantum computing: A review
16.07.2024
Quantum computing is a cutting-edge field of information technology that harnesses the principles of quantum mechanics to perform computations. It...
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Artificial Intelligence for Security – Enhancing Protection in a Changing World
08.07.2024
This book discusses the use of artificial intelligence (AI) for security purposes. It is divided into three parts: methodological fundamentals...
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Distribution of Invalid Users on an SSH Server
17.05.2024
The Secure Shell (SSH) server on a Unix-like system is a viable way for users to login and execute programs...
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Refining Cyber Situation Awareness with Honeypots in Case of a Ransomware Attack
17.05.2024
The cyber threat landscape is vast and unstable. One of the top threats in the present moment is ransomware, which...
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Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review
17.05.2024
Advances in artificial intelligence are creating possibilities to use these methods in red team activities, such as cyberattacks. These AI...
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Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise
17.05.2024
In the event of a cyber attack, the efficient production and utilisation of situational information is achieved by sharing information...
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Food Supply Chain Cyber Threats: A Scoping Review
16.02.2024
Cyber attacks against the food supply chain could have serious effects on our society. As more networked systems control all...
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Modelling Breach Risk in a Network of Interconnected Devices
05.12.2023
The Internet of Things, a network of interconnected devices that can form chains, is becoming increasingly more prevalent. Connecting devices...
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Improved difference images for change detection classifiers in SAR imagery using deep learning
16.11.2023
Satellite-based synthetic aperture radar (SAR) images can be used as a source of remote sensed imagery regardless of cloud cover...
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Käsikirjat elintarvikeketjun kyberpoikkeamien hallintaan
30.08.2023
Käsikirjojen tarkoitus on auttaa suomalaisia elintarvikeketjun toimijoita kehittämään kyberhäiriöiden hallinnan prosessejaan ja toimintaohjeitaan, jotta voidaan varmistaa yhteiskunnan kannalta kriittisen elintarvikeketjun...
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Parameter Optimization for Low-Rank Matrix Recovery in Hyperspectral Imaging
23.08.2023
In hyperspectral imaging, spectral signatures of objects are recorded for each image pixel. The spectral signature of an object is...
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Participants Prefer Technical Hands-on Cyber Exercises Instead of Organisational and Societal Ones
11.08.2023
The purpose of our research was to conduct a preliminary assessment of the cybersecurity exercise participants to learn about their skills and expectations. Assessment was used for fine-tuning the exercise.
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Digital Twin of Food Supply Chain for Cyber Exercises
16.06.2023
The food supply chain is a critical part of modern societies. As with other facets of life, it is thoroughly...
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Learn to Train Like You Fight
02.05.2023
This qualitative study includes nine semi-structured interviews with cybersecurity experts from different security-related organizations who are familiar with cybersecurity exercises....
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Multi-National Cyber Security Exercise, Case Flagship 2
15.02.2023
Cyber security is not merely about securing devices and focusing on software and hardware. Staff members with skills and know-how...
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Artificial Intelligence and Cybersecurity: Theory and Applications
09.01.2023
This book discusses artificial intelligence (AI) and cybersecurity from multiple points of view. The diverse chapters reveal modern trends and...
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Cyber Range Technical Federation: Case Flagship 1 Exercise
02.01.2023
Modern cyber domain is an extremely complex field to master. There are numerous capricious dependencies between networked systems and data....
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Cybersecurity education in universities of applied sciences
31.12.2022
The implementation of cybersecurity research, development, and training and education at different levels strengthens both national expertise and Finland as...
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Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks
13.12.2022
This paper presents an analysis of Bachelor’s and Master’s cybersecurity theses in Jyväskylä, Finland. The theses were gathered from publicly...
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Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier
03.10.2022
One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image....
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Model Fooling Threats Against Medical Imaging
01.08.2022
Automatic medical image diagnosis tools are vulnerable to modern model fooling technologies. Because medical imaging is a way of determining...
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Development of Data-Driven Curriculum Courses in the Bachelor of Engineering Degree Program
16.06.2022
he rapid technological development is typical for the IT industry, and it poses a challenge for the curricula to stay...
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Researching graduated cyber security students: Reflecting employment and job responsibilities through NICE framework
08.06.2022
Most research and development on Cyber Security education is currently focusing on what should be taught, how much, and where...
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Pedagogical and self-reflecting approach to improving the learning within a cyber exercise
08.06.2022
In the digitalized world, there is a growing need not only to improve one’s cybersecurity skills and knowledge, but also...
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Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software
18.05.2022
The modern trend of moving artificial intelligence computation near to the origin of data sources has increased the demand for...
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Detecting One-Pixel Attacks Using Variational Autoencoders
18.05.2022
In the field of medical imaging, artificial intelligence solutions are used for diagnosis, prediction and treatment processes. Such solutions are...
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Modelling Medical Devices with Honeypots: A Conceptual Framework
18.05.2022
Cyber security plays an important role in the modern smart hospital environment. In these environments, one of the key assets...
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Key Elements of On-Line Cyber Security Exercise and Survey of Learning During the On-Line Cyber Security Exercise
21.04.2022
In the domain of cyber security, the most valuable assets are skills and know-how, so the basic ambition for conducting the cyber security exercises for individuals and for organisations is the learning. In this research, the learning experience during the state-of-the-art on-line remote cyber security exercise is studied.
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One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer
07.01.2022
Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker...
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Cyber Range: Preparing for Crisis or Something Just for Technical People?
01.09.2021
This article attempts to reveal the secrets behind cyber ranges and their use focusing on suitable target environments, common functions, and use cases.
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Color-Optimized One-Pixel Attack Against Digital Pathology Images
26.05.2021
Modern artificial intelligence based medical imaging tools are vulnerable to model fooling attacks. Automated medical imaging methods are used for...
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One-Pixel Attacks Against Medical Imaging: A Conceptual Framework
23.04.2021
This paper explores the applicability of one-pixel attacks against medical imaging. Successful attacks are threats that could cause mistrust towards...
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Assessing Cyber Security Education through NICE Cybersecurity Workforce Framework
24.03.2021
This paper presents the results of research and assessment of cyber security education in higher education in Europe and the...
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Measuring Learning in a Cyber Security Exercise
16.03.2021
In recent years, cyber security exercises have established themselves as an integral part of cyber security education. Cyber security professionals...
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Modelling Medical Devices with Honeypots
07.01.2021
Cyber security is one of the key priorities in the modern digitalised and complex network totality. One of the major...
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Kyberhäiriöiden hallinta – Käsikirja terveydenhuollon toimijoille
04.01.2021
Käsikirjan tarkoitus on auttaa suomalaisia terveydenhuollon organisaatioita kehittämään kyberhäiriöiden hallinnan prosessejaan ja toimintaohjeitaan, jotta voidaan varmistaa yhteiskunnan kannalta kriittisen terveydenhuollon...
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HPC-Performance tests
17.12.2020
High-performance computing (HPC) is defined as the ability to process a massive amount of data and perform complex calculations at...
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Quality Criteria for Cyber Security MOOCs
09.11.2020
Cyber security MOOCs (Massive Open Online Courses) can enable lifelong learning and increase the cyber security competence of experts and...
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Comprehensive Cyber Arena; The Next Generation Cyber Range
27.10.2020
The cyber domain and all the interdependencies between networked systems form an extremely complex ensemble. Incidents in the cyber domain...
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Review of Pedagogical Principles of Cyber Security Exercises
09.10.2020
Modern digitalized cyber domains are extremely complex ensemble. Cyber attacks or incidents against system may affect capricious effects for another...
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Model Fooling Attacks Against Medical Imaging: A Short Survey
07.10.2020
This study aims to find a list of methods to fool artificial neural networks used in medical imaging. We collected...
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Model for Cyber Security Information Sharing in Healthcare Sector
28.08.2020
In the modern society almost all services are based on data-networks and networked systems. Especially through the growing digitalization an...
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Statistical Evaluation of Artificial Intelligence -Based Intrusion Detection System
08.06.2020
Training neural networks with captured real-world network data may fail to ascertain whether or not the network architecture is capable...
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JAMK High Performance Computing
30.04.2020
High-performance computing (HPC) is defined as the ability to process a massive amount of data and perform complex calculations at...
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A Design Model for a Degree Programme in Cyber Security
27.10.2019
The need for skillful cyber security workforce has increased dramatically during the last ten years. The contents of the degree...
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Network Anomaly Detection Based on WaveNet
12.09.2019
Increasing amount of attacks and intrusions against networked systems and data networks requires sensor capability. Data in modern networks, including...
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Pedagogical Aspects of Cyber Security Exercises
19.08.2019
Cyber security exercises (CSE) are complex learning experiences aimed at developing expert knowledge and competence through simulation. In this paper...
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Requirements for Training and Evaluation Dataset of Network and Host Intrusion Detection System
03.04.2019
In the cyber domain, situational awareness of the critical assets is extremely important. For achieving comprehensive situational awareness, accurate sensor...
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Anomaly-Based Network Intrusion Detection Using Wavelets and Adversarial Autoencoders
14.02.2019
The number of intrusions and attacks against data networks and networked systems increases constantly, while encryption has made it more...
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Blue Team Communication and Reporting for Enhancing Situational Awareness from White Team Perspective in Cyber Security Exercises
29.09.2018
Cyber security exercises allow individuals and organisations to train and test their skills in complex cyber attack situations. In order...
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On Application-Layer DDoS Attack Detection in High-Speed Encrypted Networks
29.12.2016
Application-layer denial-of-service attacks have become a serious threat to modern high-speed computer networks and systems. Unlike network-layer attacks, application-layer attacks...
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Weighted Fuzzy Clustering for Online Detection of Application DDoS Attacks in Encrypted Network Traffic
20.09.2016
Distributed denial-of-service (DDoS) attacks are one of the most serious threats to today’s high-speed networks. These attacks can quickly incapacitate...
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Architecture for the Cyber Security Situational Awareness System
20.09.2016
Networked software systems have a remarkable and critical role in the modern society. There are critical software systems in every...
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Increasing Web Service Availability by Detecting Application-Layer DDoS Attacks in Encrypted Traffic
18.05.2016
Nowadays, zero-day Denial-of-Service (DoS) attacks become frighteningly common in high-speed networks due to constantly increasing number of vulnerabilities. Moreover, these...
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Model for Sharing the Information of Cyber Security Situation Awareness between Organizations
18.05.2016
Exchanging of Situation Awareness information is extremely important for organizations in order to survive as part of the cyber domain....
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Data Mining Approach for Detection of DDoS Attacks Utilizing SSL/TLS Protocol
13.08.2015
Denial of Service attacks remain one of the most serious threats to the Internet nowadays. In this study, we propose...
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Analysis of Approaches to Internet Traffic Generation for Cyber Security Research and Exercise
13.08.2015
Because of the severe global security threat of malwares, vulnerabilities and attacks against networked systems cyber-security research, training and exercises...
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Online detection of anomalous network flows with soft clustering
29.07.2015
In this study, we apply an anomaly-based approach to analyze traffic flows transferred over a network to detect the flows...
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Analysis of HTTP Requests for Anomaly Detection of Web Attacks
27.08.2014
Attacks against web servers and web-based applications remain a serious global network security threat. Attackers are able to compromise web...
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