TY - GEN
T1 - Interactive Framework for Cybersecurity Education and Future Workforce Development
AU - Ghimire, Sujan
AU - Chowdhury, Muhtasim Alam
AU - Tsang, Ryan
AU - Yarnell, Richard
AU - Heckert, Emma
AU - Carpenter, Jaeden
AU - Lin, Yu Zheng
AU - Mamun, Muntasir
AU - Demara, Ronald F.
AU - Rafatirad, Setareh
AU - Satam, Pratik
AU - Salehi, Soheil
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This research-to-practice paper presents a novel pedagogical tool for hardware cybersecurity education and workforce development. The growing importance of hardware security has made it essential for individuals and organizations to understand hardware security principles and best practices. However, the current educational curriculum falls short of fulfilling these emerging demands due to the rapidly changing hardware security landscape and limited opportunities for hands-on training. To address these challenges, we propose and have developed the Interactive Hardware and Cybersecurity (I-HaC) Educational Framework, a pedagogical educational framework that supplements existing courses by leveraging generative AI for individualized instruction related to hardware and cybersecurity, data mining, and applied Machine Learning (ML), as well as data visualization to enhance cybersecurity education and workforce development. The framework is designed to be utilized by graduate and undergraduate Electrical and Computer Engineering (ECE) and Computer Science (CS) students for a comprehensive introduction to cybersecurity exploits and countermeasures in an interactive manner with hands-on components. Using I-HaC, we have developed tailored lab components for a diverse range of students and intend to release I-HaC as open-source for the benefit of the ECE and CS education community.
AB - This research-to-practice paper presents a novel pedagogical tool for hardware cybersecurity education and workforce development. The growing importance of hardware security has made it essential for individuals and organizations to understand hardware security principles and best practices. However, the current educational curriculum falls short of fulfilling these emerging demands due to the rapidly changing hardware security landscape and limited opportunities for hands-on training. To address these challenges, we propose and have developed the Interactive Hardware and Cybersecurity (I-HaC) Educational Framework, a pedagogical educational framework that supplements existing courses by leveraging generative AI for individualized instruction related to hardware and cybersecurity, data mining, and applied Machine Learning (ML), as well as data visualization to enhance cybersecurity education and workforce development. The framework is designed to be utilized by graduate and undergraduate Electrical and Computer Engineering (ECE) and Computer Science (CS) students for a comprehensive introduction to cybersecurity exploits and countermeasures in an interactive manner with hands-on components. Using I-HaC, we have developed tailored lab components for a diverse range of students and intend to release I-HaC as open-source for the benefit of the ECE and CS education community.
KW - Com-mon Vulnerability and Exposure (CVE)
KW - Common Weakness Enumeration (CWE)
KW - Cybersecurity Education
KW - Future Workforce Development
KW - Hardware Security
KW - National Vulnerability Database (NVD)
UR - https://www.scopus.com/pages/publications/105000772228
UR - https://www.scopus.com/pages/publications/105000772228#tab=citedBy
U2 - 10.1109/FIE61694.2024.10892909
DO - 10.1109/FIE61694.2024.10892909
M3 - Conference contribution
AN - SCOPUS:105000772228
T3 - Proceedings - Frontiers in Education Conference, FIE
BT - 2024 IEEE Frontiers in Education Conference, FIE 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 54th IEEE Frontiers in Education Conference, FIE 2024
Y2 - 13 October 2024 through 16 October 2024
ER -