Integrating security by design into artificial intelligence systems
Ενσωμάτωση της ασφάλειας από σχεδιασμό στα συστήματα τεχνητής νοημοσύνης

Bachelor Dissertation
Author
Zaimis, Georgios
Ζαΐμης, Γεώργιος
Date
2025-05Advisor
Polemi, DespinaΠολέμη, Δέσποινα
View/ Open
Keywords
Security ; Security by design ; AI ; Artificial intelligence ; AI agents ; Tokenisation ; Συστήματα τεχνητής νοημοσύνης ; Τεχνητή νοημοσύνη ; Ασφάλεια από σχεδιασμόAbstract
This thesis explores integrating "Security by Design" into Artificial Intelligence (AI) systems, highlighting the increasing security threats these systems face, including adversarial attacks, privacy concerns, and ethical dilemmas. By proposing a structured framework for embedding security considerations at every stage of AI development, the research demonstrates how early implementation of security measures significantly enhances system robustness and reliability. Practical case studies illustrate the effectiveness of these methods, providing valuable insights for future AI applications to proactively defend against emerging threats.