% Publications of Roozbeh Siyadatzadeh. Generated from https://roozbeh.nl/publications/ (data reviewed 2026-09-06).

@inproceedings{siyadatzadeh2026p2w,
  author    = {Siyadatzadeh, Roozbeh and Mehrafrooz, Fatemeh and Mentens, Nele and Stefanov, Todor},
  title     = {{P2W}: From Power Traces to Weights Matrix - An Unconventional Transfer Learning Approach},
  booktitle = {Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing (SAC 2026)},
  year      = {2026},
  pages     = {653--661},
  publisher = {ACM},
  address   = {Thessaloniki, Greece},
  doi       = {10.1145/3748522.3779939},
  url       = {https://doi.org/10.1145/3748522.3779939},
}

@inproceedings{mehrafrooz2025partitioning,
  author    = {Mehrafrooz, Fatemeh and Siyadatzadeh, Roozbeh and Mentens, Nele and Stefanov, Todor},
  title     = {A Security Analysis of {CNN} Partitioning Strategies for Distributed Inference at the Edge},
  booktitle = {Security, Privacy, and Applied Cryptography Engineering (SPACE 2025)},
  series    = {Lecture Notes in Computer Science},
  volume    = {16406},
  year      = {2026},
  pages     = {262--281},
  publisher = {Springer Nature Switzerland},
  address   = {Guwahati, India},
  doi       = {10.1007/978-3-032-16342-4_15},
  url       = {https://doi.org/10.1007/978-3-032-16342-4_15},
}

@inproceedings{siyadatzadeh2025traceformer,
  author    = {Siyadatzadeh, Roozbeh and Mehrafrooz, Fatemeh and Mentens, Nele and Stefanov, Todor},
  title     = {{TraceFormer}: A Transformer-Based Method for Weight Extraction from {AIMC} Tiles},
  booktitle = {2025 28th Euromicro Conference on Digital System Design (DSD)},
  year      = {2025},
  pages     = {635--642},
  publisher = {IEEE},
  address   = {Salerno, Italy},
  doi       = {10.1109/DSD67783.2025.00092},
  url       = {https://doi.org/10.1109/DSD67783.2025.00092},
}

@article{siyadatzadeh2023relief,
  author    = {Siyadatzadeh, Roozbeh and Mehrafrooz, Fatemeh and Ansari, Mohsen and Safaei, Bardia and Shafique, Muhammad and Henkel, Jörg and Ejlali, Alireza},
  title     = {{ReLIEF}: A Reinforcement-Learning-Based Real-Time Task Assignment Strategy in Emerging Fault-Tolerant Fog Computing},
  journal   = {IEEE Internet of Things Journal},
  volume    = {10},
  number    = {12},
  year      = {2023},
  pages     = {10752--10763},
  publisher = {IEEE},
  doi       = {10.1109/JIOT.2023.3240007},
  url       = {https://doi.org/10.1109/JIOT.2023.3240007},
}

@inproceedings{ansari2023atlas,
  author    = {Ansari, Mohsen and Safari, Sepideh and Yeganeh-Khaksar, Amir and Siyadatzadeh, Roozbeh and Gohari-Nazari, Pourya and Khdr, Heba and Shafique, Muhammad and Henkel, Jörg and Ejlali, Alireza},
  title     = {{ATLAS}: Aging-Aware Task Replication for Multicore Safety-Critical Systems},
  booktitle = {2023 IEEE 29th Real-Time and Embedded Technology and Applications Symposium (RTAS)},
  year      = {2023},
  pages     = {223--234},
  publisher = {IEEE},
  address   = {San Antonio, TX, USA},
  doi       = {10.1109/RTAS58335.2023.00025},
  url       = {https://doi.org/10.1109/RTAS58335.2023.00025},
}

@article{yarikarin2023passive,
  author    = {Yari-Karin, Sina and Siyadatzadeh, Roozbeh and Ansari, Mohsen and Ejlali, Alireza},
  title     = {Passive Primary/Backup-Based Scheduling for Simultaneous Power and Reliability Management on Heterogeneous Embedded Systems},
  journal   = {IEEE Transactions on Sustainable Computing},
  volume    = {8},
  number    = {1},
  year      = {2023},
  pages     = {82--93},
  publisher = {IEEE},
  doi       = {10.1109/TSUSC.2022.3186656},
  url       = {https://doi.org/10.1109/TSUSC.2022.3186656},
}