Mengjia Yan

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 31

Top Topics

Design Space Exploration

Convolutional Neural Network

Speculative Execution

Replacement Policy

Top Venues

Publications

Kyungmi Lee, Mengjia Yan, Joel S. Emer, Anantha P. Chandrakasan
SecureLoop: Design Space Exploration of Secure DNN Accelerators. MICRO (2023)
Joseph Ravichandran, Weon Taek Na, Jay Lang, Mengjia Yan
PACMAN: attacking ARM pointer authentication with speculative execution. ISCA (2022)
Jack Cook, Jules Drean, Jonathan Behrens, Mengjia Yan
There's always a bigger fish: a clarifying analysis of a machine-learning-assisted side-channel attack. ISCA (2022)
Peter W. Deutsch, Yuheng Yang, Thomas Bourgeat, Jules Drean, Joel S. Emer, Mengjia Yan
DAGguise: mitigating memory timing side channels. ASPLOS (2022)
Miles Dai, Riccardo Paccagnella, Miguel Gomez-Garcia, John D. McCalpin, Mengjia Yan
Don't Mesh Around: Side-Channel Attacks and Mitigations on Mesh Interconnects. USENIX Security Symposium (2022)
Jiyong Yu, Mengjia Yan, Artem Khyzha, Adam Morrison, Josep Torrellas, Christopher W. Fletcher
Speculative taint tracking (STT): a comprehensive protection for speculatively accessed data. Commun. ACM 64 (12) (2021)
Zhenxiao Qi, Qian Feng, Yueqiang Cheng, Mengjia Yan, Peng Li, Heng Yin, Tao Wei
SpecTaint: Speculative Taint Analysis for Discovering Spectre Gadgets. NDSS (2021)
Thomas Bourgeat, Jules Drean, Yuheng Yang, Lillian Tsai, Joel S. Emer, Mengjia Yan
CaSA: End-to-end Quantitative Security Analysis of Randomly Mapped Caches. MICRO (2020)
Dimitrios Skarlatos, Mengjia Yan, Bhargava Gopireddy, Read Sprabery, Josep Torrellas, Christopher W. Fletcher
MicroScope: Enabling Microarchitectural Replay Attacks. IEEE Micro 40 (3) (2020)
Mengjia Yan, Christopher W. Fletcher, Josep Torrellas
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures. USENIX Security Symposium (2020)
Jiyong Yu, Mengjia Yan, Artem Khyzha, Adam Morrison, Josep Torrellas, Christopher W. Fletcher
Speculative Taint Tracking (STT): A Comprehensive Protection for Speculatively Accessed Data. IEEE Micro 40 (3) (2020)
Mengjia Yan, Jingjing Meng, Chunluan Zhou, Zhigang Tu, Yap-Peng Tan, Junsong Yuan
Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder. J. Vis. Commun. Image Represent. 67 (2020)
Zirui Neil Zhao, Houxiang Ji, Mengjia Yan, Jiyong Yu, Christopher W. Fletcher, Adam Morrison, Darko Marinov, Josep Torrellas
Speculation Invariance (InvarSpec): Faster Safe Execution Through Program Analysis. MICRO (2020)
Mengjia Yan
Research problems and opportunities in NoC-based side channel attacks and defenses: lessons learned from cache-based side channels. NoCArc@MICRO (2019)
Dimitrios Skarlatos, Mengjia Yan, Bhargava Gopireddy, Read Sprabery, Josep Torrellas, Christopher W. Fletcher
MicroScope: enabling microarchitectural replay attacks. ISCA (2019)
Mengjia Yan, Mengao Zhao, Zining Xu, Qian Zhang, Guoli Wang, Zhizhong Su
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition. CoRR (2019)
Mengjia Yan, Mengao Zhao, Zining Xu, Qian Zhang, Guoli Wang, Zhizhong Su
VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition. ICCV Workshops (2019)
Mengjia Yan, Jen-Yang Wen, Christopher W. Fletcher, Josep Torrellas
SecDir: a secure directory to defeat directory side-channel attacks. ISCA (2019)
Jiyong Yu, Mengjia Yan, Artem Khyzha, Adam Morrison, Josep Torrellas, Christopher W. Fletcher
Speculative Taint Tracking (STT): A Comprehensive Protection for Speculatively Accessed Data. MICRO (2019)
Mengjia Yan, Jiho Choi, Dimitrios Skarlatos, Adam Morrison, Christopher W. Fletcher, Josep Torrellas
InvisiSpec: Making Speculative Execution Invisible in the Cache Hierarchy (Corrigendum). MICRO (2019)
Mengjia Yan, Read Sprabery, Bhargava Gopireddy, Christopher W. Fletcher, Roy H. Campbell, Josep Torrellas
Attack Directories, Not Caches: Side Channel Attacks in a Non-Inclusive World. IEEE Symposium on Security and Privacy (2019)
Kartik Hegde, Jiyong Yu, Rohit Agrawal, Mengjia Yan, Michael Pellauer, Christopher W. Fletcher
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition. ISCA (2018)
Mengjia Yan, Christopher W. Fletcher, Josep Torrellas
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures. CoRR (2018)
Kartik Hegde, Jiyong Yu, Rohit Agrawal, Mengjia Yan, Michael Pellauer, Christopher W. Fletcher
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition. CoRR (2018)
Mengjia Yan, Jiho Choi, Dimitrios Skarlatos, Adam Morrison, Christopher W. Fletcher, Josep Torrellas
InvisiSpec: Making Speculative Execution Invisible in the Cache Hierarchy. MICRO (2018)
Yasser Shalabi, Mengjia Yan, Nima Honarmand, Ruby B. Lee, Josep Torrellas
Record-Replay Architecture as a General Security Framework. HPCA (2018)
Mengjia Yan, Xudong Jiang, Junsong Yuan
3D Convolutional Generative Adversarial Networks for Detecting Temporal Irregularities in Videos. ICPR (2018)
Zhigang Tu, Zuwei Guo, Wei Xie, Mengjia Yan, Remco C. Veltkamp, Baoxin Li, Junsong Yuan
Fusing disparate object signatures for salient object detection in video. Pattern Recognit. 72 (2017)
Mengjia Yan, Bhargava Gopireddy, Thomas Shull, Josep Torrellas
Secure Hierarchy-Aware Cache Replacement Policy (SHARP): Defending Against Cache-Based Side Channel Attacks. ISCA (2017)
Mengjia Yan, Yurou Duan, Siqi Deng, Wenjia Zhu, Xiaoyu Wu
Facial beauty assessment under unconstrained conditions. ECAI (2016)
Mengjia Yan, Yasser Shalabi, Josep Torrellas
ReplayConfusion: Detecting cache-based covert channel attacks using record and replay. MICRO (2016)
Mengjia Yan, Weiwei Fu, Chao Wang, Tianzhou Chen, Li Liu
Agent-Based Traffic Merging in Network-on-Chip. IPDPS Workshops (2013)