News and insights

Slider
Artificial Intelligence and Cybersecurity: Theory and Applications

Artificial Intelligence and Cybersecurity: Theory and Applications

This book discusses artificial intelligence (AI) and cybersecurity from multiple points of view. The diverse chapters reveal modern trends and...
Read More
Cyber Range Technical Federation: Case Flagship 1 Exercise

Cyber Range Technical Federation: Case Flagship 1 Exercise

Modern cyber domain is an extremely complex field to master. There are numerous capricious dependencies between networked systems and data....
Read More
Cybersecurity education in universities of applied sciences

Cybersecurity education in universities of applied sciences

The implementation of cybersecurity research, development, and training and education at different levels strengthens both national expertise and Finland as...
Read More
Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks

Analysing Finnish Cybersecurity Thesis Topics Using Taxonomic Frameworks

This paper presents an analysis of Bachelor’s and Master’s cybersecurity theses in Jyväskylä, Finland. The theses were gathered from publicly...
Read More
Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier

Chromatic and Spatial Analysis of One-Pixel Attacks Against an Image Classifier

One-pixel attack is a curious way of deceiving neural network classifier by changing only one pixel in the input image....
Read More
Model Fooling Threats Against Medical Imaging

Model Fooling Threats Against Medical Imaging

Automatic medical image diagnosis tools are vulnerable to modern model fooling technologies. Because medical imaging is a way of determining...
Read More
Development of Data-Driven Curriculum Courses in the Bachelor of Engineering Degree Program

Development of Data-Driven Curriculum Courses in the Bachelor of Engineering Degree Program

he rapid technological development is typical for the IT industry, and it poses a challenge for the curricula to stay...
Read More
Researching graduated cyber security students: Reflecting employment and job responsibilities through NICE framework

Researching graduated cyber security students: Reflecting employment and job responsibilities through NICE framework

Most research and development on Cyber Security education is currently focusing on what should be taught, how much, and where...
Read More
Pedagogical and self-reflecting approach to improving the learning within a cyber exercise

Pedagogical and self-reflecting approach to improving the learning within a cyber exercise

In the digitalized world, there is a growing need not only to improve one’s cybersecurity skills and knowledge, but also...
Read More
Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software

Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software

The modern trend of moving artificial intelligence computation near to the origin of data sources has increased the demand for...
Read More
Detecting One-Pixel Attacks Using Variational Autoencoders

Detecting One-Pixel Attacks Using Variational Autoencoders

In the field of medical imaging, artificial intelligence solutions are used for diagnosis, prediction and treatment processes. Such solutions are...
Read More
Modelling Medical Devices with Honeypots: A Conceptual Framework

Modelling Medical Devices with Honeypots: A Conceptual Framework

Cyber security plays an important role in the modern smart hospital environment. In these environments, one of the key assets...
Read More
Key Elements of On-Line Cyber Security Exercise and Survey of Learning During the On-Line Cyber Security Exercise

Key Elements of On-Line Cyber Security Exercise and Survey of Learning During the On-Line Cyber Security Exercise

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.
Read More
One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

Computer vision and machine learning can be used to automate various tasks in cancer diagnostic and detection. If an attacker...
Read More
Cyber Range: Preparing for Crisis or Something Just for Technical People?

Cyber Range: Preparing for Crisis or Something Just for Technical People?

This article attempts to reveal the secrets behind cyber ranges and their use focusing on suitable target environments, common functions, and use cases.
Read More
Color-Optimized One-Pixel Attack Against Digital Pathology Images

Color-Optimized One-Pixel Attack Against Digital Pathology Images

Modern artificial intelligence based medical imaging tools are vulnerable to model fooling attacks. Automated medical imaging methods are used for...
Read More
One-Pixel Attacks Against Medical Imaging: A Conceptual Framework

One-Pixel Attacks Against Medical Imaging: A Conceptual Framework

This paper explores the applicability of one-pixel attacks against medical imaging. Successful attacks are threats that could cause mistrust towards...
Read More
Assessing Cyber Security Education through NICE Cybersecurity Workforce Framework

Assessing Cyber Security Education through NICE Cybersecurity Workforce Framework

This paper presents the results of research and assessment of cyber security education in higher education in Europe and the...
Read More
Measuring Learning in a Cyber Security Exercise

Measuring Learning in a Cyber Security Exercise

In recent years, cyber security exercises have established themselves as an integral part of cyber security education. Cyber security professionals...
Read More
Modelling Medical Devices with Honeypots

Modelling Medical Devices with Honeypots

Cyber security is one of the key priorities in the modern digitalised and complex network totality. One of the major...
Read More
Kyberhäiriöiden hallinta – Käsikirja terveydenhuollon toimijoille

Kyberhäiriöiden hallinta – Käsikirja terveydenhuollon toimijoille

Käsikirjan tarkoitus on auttaa suomalaisia terveydenhuollon organisaatioita kehittämään kyberhäiriöiden hallinnan prosessejaan ja toimintaohjeitaan, jotta voidaan varmistaa yhteiskunnan kannalta kriittisen terveydenhuollon...
Read More
HPC-Performance tests

HPC-Performance tests

High-performance computing (HPC) is defined as the ability to process a massive amount of data and perform complex calculations at...
Read More
Quality Criteria for Cyber Security MOOCs

Quality Criteria for Cyber Security MOOCs

Cyber security MOOCs (Massive Open Online Courses) can enable lifelong learning and increase the cyber security competence of experts and...
Read More
Comprehensive Cyber Arena; The Next Generation Cyber Range

Comprehensive Cyber Arena; The Next Generation Cyber Range

The cyber domain and all the interdependencies between networked systems form an extremely complex ensemble. Incidents in the cyber domain...
Read More
Review of Pedagogical Principles of Cyber Security Exercises

Review of Pedagogical Principles of Cyber Security Exercises

Modern digitalized cyber domains are extremely complex ensemble. Cyber attacks or incidents against system may affect capricious effects for another...
Read More
Model Fooling Attacks Against Medical Imaging: A Short Survey

Model Fooling Attacks Against Medical Imaging: A Short Survey

This study aims to find a list of methods to fool artificial neural networks used in medical imaging. We collected...
Read More
Model for Cyber Security Information Sharing in Healthcare Sector

Model for Cyber Security Information Sharing in Healthcare Sector

In the modern society almost all services are based on data-networks and networked systems. Especially through the growing digitalization an...
Read More
Statistical Evaluation of Artificial Intelligence -Based Intrusion Detection System

Statistical Evaluation of Artificial Intelligence -Based Intrusion Detection System

Training neural networks with captured real-world network data may fail to ascertain whether or not the network architecture is capable...
Read More
JAMK High Performance Computing

JAMK High Performance Computing

High-performance computing (HPC) is defined as the ability to process a massive amount of data and perform complex calculations at...
Read More
A Design Model for a Degree Programme in Cyber Security

A Design Model for a Degree Programme in Cyber Security

The need for skillful cyber security workforce has increased dramatically during the last ten years. The contents of the degree...
Read More
Network Anomaly Detection Based on WaveNet

Network Anomaly Detection Based on WaveNet

Increasing amount of attacks and intrusions against networked systems and data networks requires sensor capability. Data in modern networks, including...
Read More
Pedagogical Aspects of Cyber Security Exercises

Pedagogical Aspects of Cyber Security Exercises

Cyber security exercises (CSE) are complex learning experiences aimed at developing expert knowledge and competence through simulation. In this paper...
Read More
Requirements for Training and Evaluation Dataset of Network and Host Intrusion Detection System

Requirements for Training and Evaluation Dataset of Network and Host Intrusion Detection System

In the cyber domain, situational awareness of the critical assets is extremely important. For achieving comprehensive situational awareness, accurate sensor...
Read More
Anomaly-Based Network Intrusion Detection Using Wavelets and Adversarial Autoencoders

Anomaly-Based Network Intrusion Detection Using Wavelets and Adversarial Autoencoders

The number of intrusions and attacks against data networks and networked systems increases constantly, while encryption has made it more...
Read More
Blue Team Communication and Reporting for Enhancing Situational Awareness from White Team Perspective in Cyber Security Exercises

Blue Team Communication and Reporting for Enhancing Situational Awareness from White Team Perspective in Cyber Security Exercises

Cyber security exercises allow individuals and organisations to train and test their skills in complex cyber attack situations. In order...
Read More
On Application-Layer DDoS Attack Detection in High-Speed Encrypted Networks

On Application-Layer DDoS Attack Detection in High-Speed Encrypted Networks

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...
Read More
Weighted Fuzzy Clustering for Online Detection of Application DDoS Attacks in Encrypted Network Traffic

Weighted Fuzzy Clustering for Online Detection of Application DDoS Attacks in Encrypted Network Traffic

Distributed denial-of-service (DDoS) attacks are one of the most serious threats to today’s high-speed networks. These attacks can quickly incapacitate...
Read More
Architecture for the Cyber Security Situational Awareness System

Architecture for the Cyber Security Situational Awareness System

Networked software systems have a remarkable and critical role in the modern society. There are critical software systems in every...
Read More
Increasing Web Service Availability by Detecting Application-Layer DDoS Attacks in Encrypted Traffic

Increasing Web Service Availability by Detecting Application-Layer DDoS Attacks in Encrypted Traffic

Nowadays, zero-day Denial-of-Service (DoS) attacks become frighteningly common in high-speed networks due to constantly increasing number of vulnerabilities. Moreover, these...
Read More
Model for Sharing the Information of Cyber Security Situation Awareness between Organizations

Model for Sharing the Information of Cyber Security Situation Awareness between Organizations

Exchanging of Situation Awareness information is extremely important for organizations in order to survive as part of the cyber domain....
Read More
Data Mining Approach for Detection of DDoS Attacks Utilizing SSL/TLS Protocol

Data Mining Approach for Detection of DDoS Attacks Utilizing SSL/TLS Protocol

Denial of Service attacks remain one of the most serious threats to the Internet nowadays. In this study, we propose...
Read More
Analysis of Approaches to Internet Traffic Generation for Cyber Security Research and Exercise

Analysis of Approaches to Internet Traffic Generation for Cyber Security Research and Exercise

Because of the severe global security threat of malwares, vulnerabilities and attacks against networked systems cyber-security research, training and exercises...
Read More
Online detection of anomalous network flows with soft clustering

Online detection of anomalous network flows with soft clustering

In this study, we apply an anomaly-based approach to analyze traffic flows transferred over a network to detect the flows...
Read More
Analysis of HTTP Requests for Anomaly Detection of Web Attacks

Analysis of HTTP Requests for Anomaly Detection of Web Attacks

Attacks against web servers and web-based applications remain a serious global network security threat. Attackers are able to compromise web...
Read More