Cyber Insurance - Models and methods and the use of AI
The main objective of this report is to introduce cyber risk and cyber insurance, provide an overview of existing research and modelling approaches, and identify gaps for upcoming research projects.
Cybersecurity and privacy in AI - Forecasting demand on electricity grids
This report allows better assessment of the reality that artificial intelligence brings its own set of threats, which consequently insists on the search for new security measures to counter them. Finally, it should be noted that this guide strongly…
Cybersecurity and privacy in AI - Medical imaging diagnosis
This report allows better assessment of the reality that artificial intelligence brings its own set of threats, which consequently insists on the search for new security measures to counter them. Finally, it should be noted that this guide strongly…
Artificial Intelligence and Cybersecurity Research
The aim of this study is to identify needs for research on AI for cybersecurity and on securing AI, as part of ENISA’s work in fulfilling its mandate under Article 11 of the Cybersecurity Act . This report is one of the outputs of this task. In it…
Multilayer Framework for Good Cybersecurity Practices for AI
In this report, we present a scalable framework to guide NCAs and AI stakeholders on the steps they need to follow to secure their AI systems, operations and processes by using existing knowledge and best practices and identifying missing elements.…
Cybersecurity of AI and Standardisation
The overall objective of the present document is to provide an overview of standards (existing, being drafted, under consideration and planned) related to the cybersecurity of artificial intelligence (AI), assess their coverage and identify gaps in…
Cybersecurity Education Initiatives in the EU Member States
Today, the internet is a tool used in many educational activities, which increases the amount of
time children are exposed to cyberspace and its risks. Informing young users about the
importance of maintaining personal privacy is not enough to keep…
European Cybersecurity Skills Framework (ECSF) - User Manual
The ECSF User Manual provides a comprehensive overview of the ECSF’s main scope, framework principles and application opportunities. The primary purpose of the manual is to make the ECSF easily accessible by, understandable for, and usable by all…
European Cybersecurity Skills Framework Role Profiles
The ECSF role profiles document lists the 12 typical cybersecurity professional role profiles along with their identified titles, missions, tasks, skills, knowledge, competences. The main purpose of this framework is to create a common…
Securing Machine Learning Algorithms
Based on a systematic review of relevant literature on machine learning, in this report we provide a taxonomy for machine learning algorithms, highlighting core functionalities and critical stages. The report also presents a detailed analysis of…