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publications
Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks
Network and Distributed Systems Security (NDSS) Symposium 2022 (Accpetance rate: 16.2%)
Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad and Houman Homayoun
HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity
Network and Distributed Systems Security (NDSS) Symposium 2023 (Accpetance rate: 16.2%)
Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun and Khaled N. Khasawneh
Adversarial Attacks against Machine Learning-based Resource Provisioning Systems
IEEE Micro, 43(5), pp.35-44
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh and Houman Homayoun
[Paper]
Don’t Cross Me! Cross-Layer System Security
Design Automation Conference (DAC) 2023
Najmeh Nazari, Chongzhou Fang, Sai Manoj PD, Houman Homayoun
[Paper]
Special Session: Mitigating Side-channel Attacks through Circuit to Application Layer Approaches
International Conference on Hardware/Software Codesign and System Synthesis (CODE+ISSS) 2023
Nima Kavand, Armin Darjani, Jens Trommer, Giulio Galderisi, Thomas Mikolajick, Nicolai Müller, Amir Moradi, Chongzhou Fang, Ning Miao, Han Wang, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Benjamin Hettwer, Luca Parrini and Akash Kumar
[Paper]
Privee: A Wearable for Real-Time Bladder Monitoring System
ACM International Joint Conference on Pervasive and Ubiquitous Computing & International Symposium on Wearable Computing (UbiComp/ISWC) 2023 Adjunct
Ruoyu Zhang, Ruijie Fang, Chongzhou Fang, Houman Homayoun and Gozde Goncu Berk
[Paper]
Side Channel-assisted Inference Attack on Machine Learning-based ECG Classification
International Conference on Computer-Aided Design (ICCAD) 2023
Jialin Liu, Houman Homayoun, Chongzhou Fang, Ning Miao and Han Wang
[Paper]
Gotcha! I Know What You are Doing on the FPGA Cloud: Fingerprinting Co-Located Cloud FPGA Accelerators via Measuring Communication Links
ACM Conference on Computer and Communications Security (CCS) 2023 (Acceptance rate: 19.0%)
CSAW'24 Applied Research Competition Finalist (Finalist selection rate: 15/194=7.73%) & Technical Impact Award Runner-up
CSAW'24 Applied Research Competition Finalist (Finalist selection rate: 15/194=7.73%) & Technical Impact Award Runner-up
Chongzhou Fang, Ning Miao, Han Wang, Jiacheng Zhou, Tyler Sheaves, John M. Emmert, Avesta Sasan and Houman Homayoun
Introducing an Open-Source Python Toolkit for Machine Learning Research in Physiological Signal based Affective Computing
IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2023
Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Chongzhou Fang, Setareh Rafatirad and Houman Homayoun
[Paper]
SpecScope: Automating Discovery of Exploitable Spectre Gadgets on Black-box Microarchitectures
Design, Automation and Test in Europe (DATE) 2024
Najmeh Nazari*, Behnam Omidi*, Chongzhou Fang, Hosein Mohammadi Makrani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun and Khaled N. Khasawneh
[Paper]
Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures
International Symposium on Circuits and Systems (ISCAS) 2024
Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Chongzhou Fang, Avesta Sasan, Setareh Rafatirad, Houman Homayoun and Soheil Salehi
[Paper]
Architectural Whispers: Unveiling Machine Learning Models with Frequency Throttling Side-Channel Fingerprinting
Annual Design Automation Conference (DAC) 2024
Najmeh Nazari, Chongzhou Fang, Hosein Mohammadi Makrani, Behnam Omidi, Setareh Rafatirad, Avesta Sasan, Hossein Sayadi, Houman Homayoun and Khaled N. Khasawneh
LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices
International Symposium on Quality Electronic Design (ISQED) 2024
Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah and Houman Homayoun
[Paper]
Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing
Usenix Security Symposium 2024
Asmita Asmita, Yaroslav Oliinyk, Michael Scott, Ryan Tsang, Chongzhou Fang and Houman Homayoun
[Paper] [;login: Article]
Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks
Usenix Security Symposium 2024
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh and Houman Homayoun
[Paper]
Large Language Models for Code Analysis: Do LLMs Really Do Their Job?
Usenix Security Symposium 2024 (Accpetance rate: 17.3%)
Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita Asmita, Ryan Tsang, Najmeh Nazari, Han Wang and Houman Homayoun
talks
Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks
Published:
HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity
Published:
Gotcha! I Know What You are Doing on the FPGA Cloud: Fingerprinting Co-Located Cloud FPGA Accelerators via Measuring Communication Links
Published:
Large Language Models for Code Analysis: Do LLMs Really Do Their Job?
Published:
teaching
ECS 152A: Computer Networks (~180 Students)
Teaching Assistant, Winter 2022 & 2024, University of California, Davis
Delivering a 50-min lecture each week and hosting office hour Q&A sessions
EEC 001: Introduction To Electrical And Computer Engineering (~280 Students)
Teaching Assistant, Fall 2021, University of California, Davis
Leading lab sessions and hosting office hour Q&A sessions
EEC 170: Computer Architecture (~80 Students)
Teaching Assistant, Fall 2023 & 2024, University of California, Davis
Providing lab assignment benchmarks and hosting office hour Q&A sessions
EEC 172: Embedded Systems (~90 Students)
Teaching Assistant, Winter & Spring 2021, University of California, Davis
Leading lab sessions and hosting office hour Q&A sessions
EEC 193B: Internet of Things Project (~20 Students)
Teaching Assistant, Spring 2022, University of California, Davis
Designing part of the lab projects and leading lab sessions
Graduate Student Mentor for Undergraduate Students
Graduate Mentor, University of California, Davis