Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud. - Hosein Mohammadi Makrani; Hossein Sayadi; Devang Motwani; Han Wang 020; Setareh Rafatirad; Houman Homayoun (SoCC, 2018)

A+ Tuning: Architecture+Application Auto-Tuning for In-Memory Data-Processing Frameworks. - Han Wang 020; Setareh Rafatirad; Houman Homayoun (ICPADS, 2019)

Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. - Han Wang 020; Hossein Sayadi; Tinoosh Mohsenin; Liang Zhao 002; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (DATE, 2020)

Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks. - Han Wang 020; Hossein Sayadi; Avesta Sasan; Setareh Rafatirad; Tinoosh Mohsenin; Houman Homayoun (ACM Great Lakes Symposium on VLSI, 2020)

Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks. - Han Wang 020; Hossein Sayadi; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (ICCAD, 2020)

Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks. - Han Wang 020; Hossein Sayadi; Gaurav Kolhe; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (ICCD, 2020)

HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks. - Han Wang 020; Hossein Sayadi; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (ICMLA, 2020)

SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features. - Han Wang 020; Hossein Sayadi; Setareh Rafatirad; Avesta Sasan; Houman Homayoun (IOLTS, 2020)

Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. - Hossein Sayadi; Han Wang 020; Tahereh Miari; Hosein Mohammadi Makrani; Mehrdad Aliasgari; Setareh Rafatirad; Houman Homayoun (MWSCAS, 2020)

Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. - Han Wang 020; Soheil Salehi; Hossein Sayadi; Avesta Sasan; Tinoosh Mohsenin; Sai Manoj P. D.; Setareh Rafatirad; Houman Homayoun (AICAS, 2021)

Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. - Han Wang 020; Hossein Sayadi; Avesta Sasan; Sai Manoj P. D.; Setareh Rafatirad; Houman Homayoun (ISQED, 2021)

Enabling Micro AI for Securing Edge Devices at Hardware Level. - Han Wang 020; Hossein Sayadi; Sai Manoj Pudukotai Dinakarrao; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (IEEE J. Emerg. Sel. Topics Circuits Syst., 2021)

Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks. - Han Wang 020; Syed Mahbub Hafiz; Kartik Patwari; Chen-Nee Chuah; Zubair Shafiq; Houman Homayoun (DATE, 2022)

DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices. - Kartik Patwari; Syed Mahbub Hafiz; Han Wang 020; Houman Homayoun; Zubair Shafiq; Chen-Nee Chuah (EuroS&P, 2022)

Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. - Chongzhou Fang; Han Wang 020; Najmeh Nazari; Behnam Omidi; Avesta Sasan; Khaled N. Khasawneh; Setareh Rafatirad; Houman Homayoun (NDSS, 2022)

Applied Machine Learning for Analyzing and Defending against Side Channel Threats - Han Wang 020 (2022)

Gotcha! I Know What You Are Doing on the FPGA Cloud: Fingerprinting Co-Located Cloud FPGA Accelerators via Measuring Communication Links. - Chongzhou Fang; Ning Miao; Han Wang 020; Jiacheng Zhou; Tyler Sheaves; John Marty Emmert; Avesta Sasan; Houman Homayoun (CCS, 2023)

Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. - Nima Kavand; Armin Darjani; Jens Trommer; Giulio Galderisi; Thomas Mikolajick; Nicolai Müller; Amir Moradi 001; Chongzhou Fang; Ning Miao; Han Wang 020; Sai Manoj P. D.; Houman Homayoun; et al. (CODES+ISSS, 2023)

Side Channel-Assisted Inference Attacks on Machine Learning-Based ECG Classification. - Jialin Liu 006; Houman Homayoun; Chongzhou Fang; Ning Miao; Han Wang 020 (ICCAD, 2023)

HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity. - Chongzhou Fang; Najmeh Nazari; Behnam Omidi; Han Wang 020; Aditya Puri; Manish Arora; Setareh Rafatirad; Houman Homayoun; Khaled N. Khasawneh (NDSS, 2023)

Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification. - Jialin Liu 006; Ning Miao; Chongzhou Fang; Houman Homayoun; Han Wang 020 (CoRR, 2023)

Large Language Models for Code Analysis: Do LLMs Really Do Their Job? - Chongzhou Fang; Ning Miao; Shaurya Srivastav; Jialin Liu 006; Ruoyu Zhang; Ruijie Fang; Asmita 001; Ryan Tsang; Najmeh Nazari; Han Wang 020; Houman Homayoun (USENIX Security Symposium, 2024)