| USENIX Security'24 | Trishita Tiwari, Suchin Gururangan, Chuan Guo, Weizhe Hua, Sanjay Kariyappa, Udit Gupta, Wenjie Xiong, Kiwan Maeng, Hsien-Hsin S. Lee, G. Edward Suh. "Information Flow Control in Machine Learning Through Modular Model Architecture." In the 33rd USENIX Security Symposium, Philadelphia, PA, August, 2024.
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| ASPLOS'24 | Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh. "GPU-based Private Information Retrieval for On-Device Machine Learning." In the ACM International Conference on Architectural Support for Programming Languages and Operating Systems, San Diego, California, April, 2024.
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| ICML-2023 | Sanjay Kariyappa, Chuan Guo, Kiwan Maeng, Wenjie Xiong, Edward Suh, Moinuddin K. Qureshi, and Hsien-Hsin S. Lee. "Cocktail Party Attack: Breaking Aggregation-based Privacy in Federated Learning Using Independent Component Analysis." In the 40th International Conference on Machine Learning, Honolulu, Hawaii, July, 2023.
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| ICLR-2023 | Jiaxun Cui, Xiaomeng Yang, Mulong Luo, Geunbae Lee, Peter Stone, Hsien-Hsin S. Lee, Benjamin Lee, G. Edward Suh, Wenjie Xiong, Yuandong Tian. "MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection." In the 11th International Conference on Learning Representations, Kigali, Rwanda, May, 2023.
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| HPCA-29 | Mulong Luo, Wenjie Xiong, Geunbae Lee, Yueying Li, Xiaomeng Yang, Amy Zhang, Yuandong Tian, Hsien-Hsin S. Lee, G. Edward Suh. "AutoCAT: Reinforcement Learning for Automated Exploration of Cache Timing-Channel Attacks." In Proceedings of the 29th IEEE International Symposium on High-Performance Computer Architecture, Montreal, QC, Canada, Feb, 2023.
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| NeurIPS-TSRML | Hanieh Hashemi, Wenjie Xiong, Liu Ke, Kiwan Maeng, Murali Annavaram, G. Edward Suh, and Hsien-Hsin S. Lee. "Private Data Leakage via Exploiting Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems." In the 2022 Trust and Socially Responsible Machine Learning co-located with NeurIPS, New Orleans, 2022.
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| ISPASS-2022 | Yongqin Wang, Edward Suh, Wenjie Xiong, Benjamin Lefaudeux, Brian Knott, Murali Annavaram, Hsien-Hsin S. Lee. "Characterization of MPC-based Private Inferences for Transformer-based Models." In Proceedings of the 2022 ACM/IEEE International Symposium on Performance Analysis of Systems and Software, Singapore, pp.187-197, May, 2022.
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| HPCA-28 | Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, and Hsien-Hsin S. Lee.. "SecNDP: Secure Near-Data Processing with Untrusted Memory." In Proceedings of the 28th IEEE International Symposium on High Performance Computer Architecture, Seoul, South Korea, pp.244-258, April, 2022.
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| HPCA-27 | Brandon Reagen, Woo-Seok Choi, Yeongil Ko, Vincent T. Lee, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks. "Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference." In Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, Seoul, South Korea, pp.26-39, February, 2021.
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| ISCA-40 | Nak Hee Seong, Sungkap Yeo, and Hsien-Hsin S. Lee. "Tri-Level-Cell Phase Change Memory: Toward an Efficient and Reliable Memory System." In Proceedings of the 40th International Symposium on Computer Architecture, pp.440-451, Tel-Aviv, Israel, June, 2013.
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| WDDD | Sungkap Yeo, Nak Hee Seong, and Hsien-Hsin S. Lee. "Can Multi-Level Cell PCM Be Reliable and Usable? Analyzing the Impact of Resistance Drift." In the 10th Annual Workshop on Duplicating, Deconstructing and Debunking in conjunction with the 39th International Symposium on Computer Architecture, Portland, OR, June, 2012.
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| ANCS | Jen-Cheng Huang, Matteo Monchiero, Yoshio Turner, and Hsien-Hsin S. Lee. "Ally: OS-Transparent Packet Inspection Using Sequestered Cores." In Proceedings of the ACM/IEEE Symposium on Architectures for Networking and Communications Systems, pp.1-11, Brooklyn, NY, October, 2011. (Best Paper Award of ANCS 2011)
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| IEEE MICRO | Nak Hee Seong, Dong Hyuk Woo, and Hsien-Hsin S. Lee. "Security Refresh: Protect Phase-Change Memory against Malicious Wear-out." In IEEE MICRO special issue on Top Picks from the Computer Architecture Conferences of 2010, pp.119-127, January/February, 2011.
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| MICRO-43 | Nak Hee Seong, Dong Hyuk Woo, Vijayalakshmi Srinivasan, Jude A. Rivers, and Hsien-Hsin S. Lee. "SAFER: Stuck-At-Fault Error Recovery for Memories." In Proceedings of the 43th ACM/IEEE International Symposium on Microarchitecture, pp.115-124, Atlanta, Georgia, December, 2010.
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| ISCA-37 | Nak Hee Seong, Dong Hyuk Woo, and Hsien-Hsin S. Lee. "Security Refresh: Prevent Malicious Wear-out and Increase Durability for Phase-Change Memory with Dynamically Randomized Address Mapping." In Proceedings of the 37th International Symposium on Computer Architecture, pp.383-394, Saint-Malo, France, June, 2010. (One of the 11 papers selected as IEEE MICRO's Top Picks from the Computer Architecture Conferences of 2010)
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| JPDC | Jun Yang, Lan Gao, Youtao Zhang, Marek Chrobak, and Hsien-Hsin S. Lee. "A Low-Cost Memory Remapping Scheme for Address Bus Protection." In Journal of Parallel and Distributed Computing, Elsevier, Vol. 70, Issue 5, pp.443-457, 2010.
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| MICRO-41 | Vikas R. Vasisht and Hsien-Hsin S. Lee. "SHARK: Architectural Support for Autonomic Protection Against Stealth by Rootkit Exploits." In Proceedings of the 41st ACM/IEEE International Symposium on Microarchitecture, pp.106-116, Lake Como, Italy, November, 2008.
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| CF-07 | Weidong Shi and Hsien-Hsin S. Lee. "Accelerating Memory Decryption and Authentication with Frequent Value Prediction." In Proceedings of the ACM International Conference on Computing Frontiers, pp.35-46, Ischia, Italy, May, 2007.
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| CMPMSI | Dong Hyuk Woo and Hsien-Hsin S. Lee. "Analyzing Performance Vulnerability due to Resource Denial-of-Service Attack on Chip Multiprocessors." In Workshop on Chip Multiprocessor Memory Systems and Interconnects in conjunction with the 13th International Conference on High-Performance Computer Architecture, Phoenix, Arizona, February, 2007.
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| ESNS07 | Hsien-Hsin S. Lee and Santosh Pande. "Secure Processing On-Chip." In Army Research Office Planning Workshop on Embedded Systems and Network Security, Raleigh, North Carolina, February, 2007.
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| MICRO-39 | Weidong Shi and Hsien-Hsin S. Lee. "Authentication Control Point and its Implications for Secure Processor Design." In Proceedings of the ACM/IEEE International Symposium on Microarchitecture, pp.103-112, Orlando, Florida, December, 2006.
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| JPDC | Chenghuai Lu, Tao Zhang, Weidong Shi, and Hsien-Hsin S. Lee. "M-TREE: A High Efficiency Security Architecture for Protecting Integrity and Privacy of Software." In Journal of Parallel and Distributed Computing for a special issue on Security in Grid and Distributed Systems, Vol. 66, issue 9, pp.1116-1128, 2006.
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| GH-06 | Weidong Shi, Hsien-Hsin S. Lee, Richard M. Yoo, and Alexandra Boldyreva. "A Digital Rights Enabled Graphics Processing System." In Proceedings of the ACM SIGGRAPH/Eurographics Workshop of Graphics Hardware, pp.17-26, Vienna, Austria, September, 2006.
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| PACT-15 | Lan Gao, Jun Yang, Marek Chrobak, Youtao Zhang, San Nguyen, and Hsien-Hsin S. Lee. "A Low-cost Memory Remapping Scheme for Address Bus Protection." In Proceedings of the 15th International Conference on Parallel Architectures and Compilation Techniuqes, pp.74-83, Seattle, WA, September, 2006.
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| Transactions on HiPEAC | Weidong Shi, Chenghuai Lu, and Hsien-Hsin S. Lee. "Memory-centric Security Architecture." In Transactions on High-Performance Embedded Architectures and Compilers, Vol. 1, pp.95-115, 2007. |
| ISCA-33 | Weidong Shi, Hsien-Hsin S. Lee, Laura Falk, and Mrinmoy Ghosh. "An Integrated Framework for Dependable and Revivable Architecture Using Multicore Processors." In Proceedings of the 33rd International Symposium on Computer Architecture, pp. 102-113, Boston, MA, June, 2006.
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| HPCA-12 | Weidong Shi, Joshua B. Fryman, Guofei Gu, Hsien-Hsin S. Lee, Youtao Zhang, and Jun Yang. "InfoShield: A Security Architecture for Protecting Information Usage in Memory." In Proceedings of the 12th International Symposium on High-Performance Computer Architecture, pp.225-234, Austin, TX, February, 2006.
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| HiPEAC | Weidong Shi, Chenghuai Lu, and Hsien-Hsin S. Lee. "Memory-centric Security Architecture." In Proceedings of the 2005 International Conference on High Performance Embedded Architectures and Compilers, pp.153-168, Barcelona, Spain, November, 2005.
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| ISCA-32 | Weidong Shi, Hsien-Hsin S. Lee, Mrinmoy Ghosh, Chenghuai Lu, and Alexandra Boldyreva. "High Efficiency Counter Mode Security Architecture via Prediction and Precomputation." In the Proceedings of the 32nd International Symposium on Computer Architecture, pp.14-24, Madison, Wisconsin, June, 2005.
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| ICAC | Weidong Shi, Hsien-Hsin S. Lee, Guofei Gu, Mrinmoy Ghosh, Laura Falk, and Trevor N. Mudge. "Intrusion Tolerant and Self-Recoverable Network Service System Using Security Enhanced Chip Multiprocessors." In the Proceedings of the 2nd International Conference on Autonomic Computing, pp.263-273, Seattle, Washington, June, 2005.
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| CF | Martin Schulz, Brian S. White, Sally A. McKee, Hsien-Hsin S. Lee, and Jurgen Jeitner. "Owl: Next Generation System Monitoring." In Proceedings of the ACM Computing Frontiers 2005, pp.116-124, Ischia, Italy, May, 2005.
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| CAN | Weidong Shi, Hsien-Hsin S. Lee, Chenghuai Lu, and Mrinmoy Ghosh. "Towards the Issues in Architectural Support for Protection of Software Execution." In ACM SIGARCH Computer Architecture News, Vol. 33, Issue 1, pp.6-15, March, 2005.
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| Perf. Monitor Design | Martin Schulz, Brian White, Sally A. McKee, and Hsien-Hsin Lee. "A Vision for Next Generation System Monitoring." In Workshop on Hardware Performance Monitor Design and Functionality in conjunction with International Symposium on High-Performance Computer Architecture, San Francisco, CA, February, 2005.
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| WARFP | Taeweon Suh, Hsien-Hsin S. Lee, Sally A. McKee, and Martin Schulz. "Evaluating System-wide Monitoring Capsule Design Using Xilinx Virtex-II Pro FPGA." In Workshop on Architecture Research using FPGA Platforms in conjunction with International Symposium on High-Performance Computer Architecture, San Francisco, CA, February, 2005.
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| DRM | Weidong Shi, Hsien-Hsin S. Lee, Chenghuai Lu, and Tao Zhang. "Attacks and Risk Analysis for Hardware Supported Software Copy Protection Systems." In Proceedings of the 4th ACM Workshop on Digital Rights Management, pp. 54- 62, Washington D.C., October, 2004.
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| WASSA | Weidong Shi, Hsien-Hsin S. Lee, Chenghuai Lu, and Mrinmoy Ghosh. "Towards the Issues in Architectural Support for Protection of Software Execution." In the Workshop on Architectural Support for Security and Anti-Virus in conjunction with the 11th International Conference on Architectural Support for Programming Languages and Operating Systems, pp.1-10, Boston, MA, October, 2004.
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| PACT-13 | Weidong Shi, Hsien-Hsin S. Lee, Mrinmoy Ghosh, and Chenghuai Lu. "Architectural Support for High Speed Protection of Memory Integrity and Confidentiality in Multiprocessor Systems." In Proceedings of the International Conference on Parallel Architecture and Compilation Techniques, pp.123-134, Antibes Juan-les-Pins, France, September, 2004.
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| CASES | Xiaotong Zhuang, Tao Zhang, Hsien-Hsin S. Lee, and Santosh Pande. "Hardware Assisted Control Flow Obfuscation for Embedded Processors." In Proceedings of the International Conference on Compilers Architecture Synthesis for Embedded Systems, pp.292-302, Washington D.C., September, 2004. (Best Paper Awarded)
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