Publications
Showing 9 results for Author: Isaac C. Sikkema
Mar, 2026
Conference Paper
Cognitive IoT and Edge Computing for Intrusion Detection with Federated TinyML
Internet of Things (IoT) and Edge Computing (EC) are rapidly becoming an integral part of the modern society. By 2030, there is estimated to be over 40 billion active and connected IoT devices [1]. This rapid progress also comes with a significant implication on cybersecurity. Back-end infrastructure and systems have a much broader attack than they did previously due to vu…
Feb, 2026
Journal
Designing resilient IoT and Edge Computing with federated tinyML
The rapid growth of the Internet of Things (IoT) and Edge Computing (EC) has brought significant conveniences to modern society but has also greatly expanded the cyber attack surfaces, particularly as these technologies are being increasingly integrated into critical systems such as power grids, healthcare, and smart homes. To improve IoT/EC’s cybersecurity posture, we lev…
Jan, 2026
ORNL Report
Sensos Smart Label Performance Summary as Observed by Oak Ridge National Laboratory
Jul, 2024
ORNL Report
Black Box Statistical Testing of Key Generation Algorithms
Key generation for cryptographic algorithms is critical to the security of these algorithms. Weak sources of entropy can damage the security of generated keys, but even with a good source of entropy and a good key generation algorithm, errors in the implementation can compromise overall security. In the current work, we consider how to evaluate the robustness of the implem…
Jan, 2024
Journal
Advanced manufacturing technologies for enhancing security in nuclear and radiological materials transport
Advanced manufacturing technologies have transformed various industries, including nuclear security areas such as nuclear and radiological transport. This review manuscript describes the intersection of advanced manufacturing technologies and their applications to enhance the safety, efficiency, and reliability of nuclear and radiological transport. The manuscript discusse…