Adaptive industrial IOT/CPS messaging strategies for improved edge compute utility. - Michael Nolan; Michael J. McGrath; Marcin Spoczynski; Dáire Healy (IoT-Fog@IoTDI, 2019)

Optimal Dynamic Orchestration in NDN-based Computing Networks. - Hao Feng 002; Yi Zhang 102; Srikathyayani Srikanteswara; Marcin Spoczynski; Gabriel E. Arrobo; Jing Zhu 001; Nageen Himayat (GLOBECOM (Workshops), 2022)

In-Network Dynamic Compute Orchestration Over Mobile Edge Systems. - Roman Kovalchukov; Roman Glazkov; Srikathyayani Srikanteswara; Yi Zhang 102; Dmitri Moltchanov; Gabriel E. Arrobo; Hao Feng 002; Marcin Spoczynski; Nageen Himayat (VTC2023-Spring, 2023)

Dynamic Pervasive Compute Orchestration using Information Centric Network. - Yi Zhang 102; Srikathyayani Srikanteswara; Hao Feng 002; Gabriel E. Arrobo; Marcin Spoczynski; Nageen Himayat; Dmitri Moltchanov; Roman Glazkov (WCNC, 2023)

Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud. - Marcin Chrapek; Anjo Vahldiek-Oberwagner; Marcin Spoczynski; Scott Constable; Mona Vij; Torsten Hoefler (CoRR, 2024)

Provisioning of Fog Computing over Named-Data Networking in Dynamic Wireless Mesh Systems. - Roman Glazkov; Dmitri Moltchanov; Srikathyayani Srikanteswara; Andrey Samuylov; Gabriel E. Arrobo; Yi Zhang 102; Hao Feng 002; Nageen Himayat; Marcin Spoczynski; Yevgeni Koucheryavy (Sensors, 2024)

LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation. - Abhinav Kumar; George Torres; Noah Guzinski; Gaurav Panwar; Reza Tourani; Satyajayant Misra; Marcin Spoczynski; Mona Vij; Nageen Himayat (CoRR, 2025)

Atlas: A Framework for ML Lifecycle Provenance & Transparency. - Marcin Spoczynski; Marcela S. Melara; Sebastian Szyller (CoRR, 2025)

Threat Modeling for AI: The Case for an Asset-Centric Approach. - Jose Sanchez Vicarte; Marcin Spoczynski; Mostafa Elsaid (CoRR, 2025)