研究方向：通用处理器芯片安全

子方向：可信执行环境架构、芯片微结构漏洞防御、芯片漏洞挖掘等

在HPCA、MICRO、Usenix Security、TC、TPDS、TCAD体系结构领域与系统安全领域发表学术论文30余篇。

作为课题负责人，承担国家自然科学基金委联合基金集成项目、中国科学院战略先导专项（B类）等国家级项目。

2022年入选中国科协“青年人才托举工程”。

多次受邀担任会议、期刊审稿人，包括：TC、TPDS、TCAD、TACO、DAC2026、ICCD 2022~2026

拟招计算机体系结构、网络空间安全等方向的博士生、硕士生

招生方向：通用处理器芯片安全、AI4芯片安全、芯片安全4AI

欢迎对芯片体系结构感兴趣且有自驱力的学生联系！

081201-计算机系统结构
083900-网络空间安全

   

（1） 中国科协青年人才托举工程, 国家级, 2022

（ 1 ） 一种基于随机化索引的处理器芯片分支预测器安全增强方法及电子装 置, 发明专利, 2023, 第 4 作者, 专利号: CN202010322524.8

（ 2 ） 一种轻量级的处理器芯片分支预测器内容隔离方法及电子装置, 发明专利, 2023, 第 4 作者, 专利号: CN202010321896.9

（ 3 ） 一种处理器芯片安全依赖的动态识别及维护方法, 发明专利, 2022, 第 3 作者, 专利号: CN202010047390.3

（ 4 ） 基于缓存命中状态的处理器芯片假安全依赖冲突的识别方法, 发明专利, 2022, 第 3 作者, 专利号: CN202010025958.1

（ 5 ） 一种处理器芯片假安全依赖冲突的识别方法及系统, 发明专利, 2020, 第 3 作者, 专利号: CN202010973779.0

（ 6 ） 一种基于访存请求序列的处理器芯片假安全依赖冲突的识别方法, 发明专利, 2020, 第 3 作者, 专利号: CN202010039387.7

[1] Peinan Li, Lutan Zhao, Rui Hou*, Lixin Zhang, Dan Meng. Conditional Speculation: An Effective Approach to Safeguard Out-of-Order Execution Against Spectre Attacks. HPCA 2019. Pages 264-276 (CCF- A 类)

[2]  Peinan Li, Rui Hou*, Lutan Zhao, Yifan Zhu, Dan Meng. Conditional Address Propagation: An Efficient Defense Mechanism Against Transient Execution Attacks. DAC 2022. Pages 547 - 552(CCF- A 类)

[3]  Yunkai Bai, Peinan Li*, Yubiao Huang, Michael C. Huang, Shijun Zhao, Lutan Zhao, Fengwei Zhang, Dan Meng, Rui Hou*. HyperTEE: A Decoupled TEE Architecture with Secure Enclave Management. The 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2024. (CCF-A 类)

[4]  Yunkai Bai, Peinan Li*, Yubiao Huang, Shiwen Wang, Xingbin Wang, Dan Meng, and Rui Hou. SecPaging: Secure Enclave Paging with Hardware-Enforced Protection against Controlled-Channel Attacks. The 61st ACM/IEEE Design Automation Conference (DAC), 2024. (CCF-A 类)

[5]  Yifan Zhu, Peinan Li, Lutan Zhao, Dan Meng, Rui Hou*. ChaosINTC: A Secure Interrupt Management Mechanism against Interrupt-based Attacks on TEE. The 60th ACM/IEEE Design Automation Conference (DAC), 2023. (CCF-A 类)

[6]  Yifan Zhu, Peinan Li*, Yunkai Bai, Yubiao Huang, Shiwen Wang, Xingbin Wang, Dan Meng, and Rui Hou. EnTurbo: Accelerate Confidential Serverless Computing via Parallelizing Enclave Startup Procedure. The 61st ACM/IEEE Design Automation Conference (DAC), 2024. (CCF-A 类)

[7]  Kanqi Zhang, Peinan Li*, Miao Li, Xin Tian, Zelong Du, Quanchen Liu, Yongqiang Lyu, Yu Jiang, Dan Meng, Rui Hou*. Sonar: A Hardware Fuzzing Framework to Uncover Contention Side Channels in Processors. Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2025. (CCF-A类)

[8]  Ciyan Ouyang, Peinan Li*, Yubiao Huang, Dan Meng, Rui Hou. Janus: Compiler-Based Defense Against Transient Execution Attacks using ARM Hardware Primitivies. The 63st ACM/IEEE Design Automation Conference (DAC), 2026. (CCF-A 类).

[9]  Lutan Zhao, Peinan Li, Rui Hou*, Michael C. Huang, Peng Liu, Lixin Zhang,Dan Meng. Exploiting Security Dependence for Conditional Speculation Against Spectre Attacks.TC2021. Pages 963-978 (CCF- A 类)

[10] Lutan Zhao, Peinan Li, Rui Hou*, Michael C. Huang, Xuehai Qian,  Lixin Zhang, Dan Meng.  HyBP: Hybrid Isolation-Randomization Secure Branch Predictor. HPCA 2022. Pages 346-359 (CCF-A 类)

[11] Lutan Zhao, Peinan Li, Rui Hou*, Michael C. Huang, Jiazhen Li, Lixin Zhang, Xuehai Qian and Dan Meng. A Lightweight Isolation Mechanism for Secure Branch Predictors. DAC 2021. Pages 1267 - 1272 (CCF- A 类)

[12] Zhengbang Yang , Lutan Zhao* , Peinan Li , Han Liu , Kai Li , Boyan Zhao , Dan Meng , Rui Hou*. LegoZK: a Dynamically Reconfigurable Accelerator for Zero Knowledge Proof. IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025. (CCF- A 类)

[13] Zhiwei Wang, Peinan Li, Rui Hou*, Zhihao Li, Jiangfeng Cao, XiaoFeng Wang, Dan Meng. HE-Booster an Efficient Polynomial Arithmetic Acceleration on GPUs for Fully Homomorphic Encryption. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023. Pages 1067 -1081 (CCF- A 类)

[14] Zhiwei Wang, Haoqi He, Lutan Zhao, Peinan Li, Zhihao Li, Dan Meng, Rui Hou. Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs.  IEEE Transactions on Parallel and Distributed Systems (TPDS), 2025. (CCF-A类)

[15] Fengkai Yuan, Kai Wang, Jiameng Ying, Rui Hou*, Lutan Zhao, Peinan Li, Yifan Zhu, Zhenzhou Ji, Dan Meng. Architecturing the Auto-Cuckoo Filter to Defend against Cross-Core Cache Attacks. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022. Pages 1280 - 1294 (CCF- A 类).