Selected Conferences and Journals (Full List)
Selected Conferences and Journals (Full List)
2023
NDSS
HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity
C. Fang, H. Wang, N. Nazari, B. Omidi, A. Sasan, KN. Khasawneh, S. Rafatirad, and H. Homayoun, to appear in Network and Distributed System Security (NDSS) Symposium, 2022.
2022
DATE
Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks
H. Wang, S. Mahbub Hafiz, K. Patwari, C-N. Chuah, Z. Shafiq, and H. Homayoun, IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022
DATE
DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices
K. Patwari, SM Hafiz, H. Wang, H. Homayoun, Z. Shafiq, CN. Chuah, IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022
NDSS
Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks
C. Fang, H. Wang, N. Nazari, B. Omidi, A. Sasan, KN. Khasawneh, S. Rafatirad, and H. Homayoun, Network and Distributed System Security (NDSS) Symposium, 2022.
2021
JETCAS
Enabling Micro AI for Securing Edge Devices at Hardware Level
H. Wang, H. Sayadi, A. Sasan, S. Manoj P D, S. Rafatirad, and H. Homayoun, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2021.
AICAS
Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle
H. Wang, S. Salehi, H. Sayadi, A. Sasan, T. Mohsenin, PDS. Manoj, S. Rafatirad, and H. Homayoun, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021.
2020
ICCAD
Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks
H. Wang, H. Sayadi, A. Sasan, S. Rafatirad, H. Homayoun, to appear in 39th IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020.
DATE
Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis
H. Wang, H. Sayadi, A. Sasan, S. Rafatirad, H. Homayoun, in Proceedings of the IEEE Design, Automation& Test in Europe Conference & Exhibition (DATE), Grenoble, France, 2020.
ICMLA
HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-day Microarchitectural Side-Channel Attacks
H. Wang, H. Sayadi, A. Sasan, S. Rafatirad, H. Homayoun, to appear 19th IEEE International Conference On Machine Learning And Applications (ICMLA), 2020.
ICCD
Phased-Guard: Multi-Phase ML Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks
H. Wang, H. Sayadi, A. Sasan, S. Rafatirad, H. Homayoun, in Proceedings of 38th IEEE International Conference on Computer Design (ICCD), Hartford, Connecticut, USA, 2020.
GLSVLSI
Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks
H. Wang, H. Sayadi, Tinoosh Mohsenin, A. Sasan, S. Rafatirad, H. Homayoun, in Proceedings of 2020 Great Lakes Symposium on VLSI (GLSVLSI), 2020.
IOLTS
SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features
H. Wang, H. Sayadi, A. Sasan, S. Rafatirad, H. Homayoun, in Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS), 2020.
2019
ICPADS
A+ Tuning: Architecture+Application Auto-tuning for In-Memory Data-Processing Frameworks
H. Wang, S. Rafatirad, H. Homayoun, in Proceedings of IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS), 2019.
SoCC
Energy-aware and Machine Learning-based Resource Provisioning of In-memory Analytics on Cloud
HM. Makrani, H. Sayadi, D.Motwani, H. Wang, S. Rafatirad, H. Homayoun, ACM Symposium on Cloud Computing (SoCC).