Liebe Besucherinnen und Besucher,
aufgrund unseres Sommerfestes sind wir am 03. September 2026 bis 14 Uhr erreichbar. Am 04. September 2026 sind wir wieder wie gewohnt für Sie da. Vielen Dank für Ihr Verständnis.
Ihr Team von Sack Fachmedien
From AI-based Situational Awareness to Workforce Upskilling: A Holistic Approach to Critical Infrastructure Protection
Buch, Englisch, 384 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 861 g
ISBN: 978-3-032-25916-5
Verlag: Springer
This open access book provides an exploration of how technology and innovation are transforming the field of Critical Infrastructure Resilience. The authors cover increasing threats such as cyberattacks, global pandemics like COVID-19, and the complexities of interconnected systems, critical infrastructures—spanning sectors like energy, water management, banking, and industrial operations—face unprecedented challenges. The book delves into cutting-edge solutions enabled by artificial intelligence (AI), advanced risk management techniques, digital twins, and decentralized data systems to enhance resilience. The book also emphasizes the importance of situational awareness, collaborative incident response, and workforce upskilling in addressing these challenges. Several of the chapters of the book illustrate how the integration of technical advancements with human capital development offers a holistic approach to safeguarding the essential systems that underpin modern society. Moreover, the book includes solutions that foster compliance to the mandates of directives and regulations for resilient infrastructures such as the Critical Entities Resilience (CER) directive. Whether you are a researcher, policymaker, or industry professional, this resource equips you with the knowledge to navigate and mitigate risks in an increasingly complex, interconnected and digitalized world. The technologies and solutions that are presented in the book have been developed in the scope of several EU funded projects that focus on the development and validation of innovative approaches for Critical Infrastructure Resilience.
This is an open access book.
Zielgruppe
Professional/practitioner
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Kryptographie, Datenverschlüsselung
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung
- Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
Introduction.- Part I: Effective Risk Management and Impact Assessment of Complex Incidents.- Cybersecurity incident management during slow and rapid-onset adverse events.- Enhancing power and energy system resilience during extreme events within the current European regulatory framework.- Enhancing Cyber Resilience of Critical Infrastructures through Digital Twin Technology for Business Continuity.- Unified, assessment and stress-testing methodology for resilience of critical infrastructures in a multi-agent environment.- Analyzing the impact of Compromising IoT Consumer Devices in Power Systems.- Large Scale Pilot Safety and security risks.- Part II: Enhancing Resilience based on Artificial Intelligence.- AI-assisted cybersecurity and IT risk management on Critical Infrastructures.- AI-assisted cybersecurity and IT risk management on Critical Infrastructures.- Explainable AI in Critical Infrastructure Resilience.- Enhancing resilience, security and privacy of complex heterogeneous digital infrastructures.- Machine Unlearning for cybersecure AI for Cis.- Privacy risk assessment of AI models in the healthcare domain.- Part III: Knowledge Sharing, Situation Awareness and Skills in Critical Infrastructure Resilience.- Advancing Cyber Resilience by timely information sharing and situational awareness, collaborative incident response, and Early Identification and Management of Cybersecurity Skills Gaps.- Enhancing CI resilience through a decision intelligence distributed situational picture and incidents mitigation.- Upskilling the CIP Workforce.- Conclusion.




