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ORCIDRozhin Yasaei
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Books and Theses
- 2023
[b1]Rozhin Yasaei:
Graph Neural Network for Integrated Circuits and Cyber-Physical Systems Security. University of California, Irvine, USA, 2023
Journal Articles
- 2022
- [j3]Rozhin Yasaei
, Sina Faezi, Mohammad Abdullah Al Faruque:
Golden Reference-Free Hardware Trojan Localization Using Graph Convolutional Network. IEEE Trans. Very Large Scale Integr. Syst. 30(10): 1401-1411 (2022) - 2021
- [j2]Sina Faezi, Rozhin Yasaei, Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Brain-Inspired Golden Chip Free Hardware Trojan Detection. IEEE Trans. Inf. Forensics Secur. 16: 2697-2708 (2021) - [j1]Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque:
Stealing Neural Network Structure Through Remote FPGA Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. 16: 4377-4388 (2021)
Conference and Workshop Papers
- 2024
- [c7]Rozhin Yasaei, Yasamin Moghaddas, Mohammad Abdullah Al Faruque:
IoT-GRAF: IoT Graph Learning-Based Anomaly and Intrusion Detection Through Multi-Modal Data Fusion. DATE 2024: 1-6 - 2021
- [c6]Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. DAC 2021: 217-222 - [c5]Sina Faezi, Rozhin Yasaei, Mohammad Abdullah Al Faruque:
HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection. DATE 2021: 1484-1489 - [c4]Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level. DATE 2021: 1504-1509 - [c3]Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque:
Stealing Neural Network Structure through Remote FPGA Side-channel Analysis. FPGA 2021: 225 - [c2]Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: a Graph Learning Tool for Automating Hardware Security. HOST 2021: 13-23 - 2020
- [c1]Rozhin Yasaei, Felix Hernandez, Mohammad Abdullah Al Faruque:
IoT-CAD: Context-Aware Adaptive Anomaly Detection in IoT Systems Through Sensor Association. ICCAD 2020: 9:1-9:9
Data and Artifacts
- 2022
- [d2]Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Hardware Trojan Power & EM Side-Channel dataset. IEEE DataPort, 2022
- 2021
- [d1]Rozhin Yasaei, Shih-Yuan Yu, Qingrong Zhou, Mohammad Abdullah Al Faruque:
Hardware Design Dataset for Circuit Graph Analysis. IEEE DataPort, 2021
Informal and Other Publications
- 2022
- [i6]Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431 (2022) - [i5]Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network. CoRR abs/2207.06664 (2022) - [i4]Paul Seurin, Olusola Olabanjo, Joseph Wiggins, Lorien Pratt, Loveneesh Rana, Rozhin Yasaei, Gregory Renard:
H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship. CoRR abs/2211.08614 (2022) - 2021
- [i3]Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. CoRR abs/2107.09130 (2021) - [i2]Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: A Graph Learning Tool for Automating Hardware Security. CoRR abs/2107.12328 (2021) - [i1]Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque:
Technical Report for HW2VEC - A Graph Learning Tool for Automating Hardware Security. CoRR abs/2108.00078 (2021)
Coauthor Index
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