Fan Yao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 81

Top Topics

Eliminating Redundant

Information Leakage

Top Venues

Publications

Yuwei Cheng, Fan Yao, Xuefeng Liu, Haifeng Xu
Learning from Imperfect Human Feedback: a Tale from Corruption-Robust Dueling. CoRR (2024)
Md Hafizul Islam Chowdhuryy, Hao Zheng, Fan Yao
MetaLeak: Uncovering Side Channels in Secure Processor Architectures Exploiting Metadata. ISCA (2024)
Fan Yao, Yiming Liao, Mingzhe Wu, Chuanhao Li, Yan Zhu, James Yang, Qifan Wang, Haifeng Xu, Hongning Wang
User Welfare Optimization in Recommender Systems with Competing Content Creators. CoRR (2024)
Fan Yao, Yiming Liao, Mingzhe Wu, Chuanhao Li, Yan Zhu, James Yang, Jingzhou Liu, Qifan Wang, Haifeng Xu, Hongning Wang
User Welfare Optimization in Recommender Systems with Competing Content Creators. KDD (2024)
Md Hafizul Islam Chowdhuryy, Zhenkai Zhang, Fan Yao
PowSpectre: Powering Up Speculation Attacks with TSX-based Replay. AsiaCCS (2024)
Zhenkai Zhang, Kunbei Cai, Yanan Guo, Fan Yao, Xing Gao
Invalidate+Compare: A Timer-Free GPU Cache Attack Primitive. USENIX Security Symposium (2024)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict? CoRR (2024)
Md Hafizul Islam Chowdhuryy, Myoungsoo Jung, Fan Yao, Amro Awad
D-Shield: Enabling Processor-side Encryption and Integrity Verification for Secure NVMe Drives. HPCA (2023)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
How Bad is Top-K Recommendation under Competing Content Creators? CoRR (2023)
Md Hafizul Islam Chowdhuryy, Rickard Ewetz, Amro Awad, Fan Yao
Understanding and Characterizing Side Channels Exploiting Phase-Change Memories. IEEE Micro 43 (5) (2023)
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
PAC-learning for Strategic Classification. J. Mach. Learn. Res. 24 (2023)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
How Bad is Top-K Recommendation under Competing Content Creators? ICML (2023)
Mingzhe Wu, Fan Yao, Hongning Wang
An End-to-End Solution for Spatial Inference in Smart Buildings. BuildSys@SenSys (2023)
Muhammad Rashedul Haq Rashed, Sven Thijssen, Sumit Kumar Jha, Fan Yao, Rickard Ewetz
STREAM: Toward READ-Based In-Memory Computing for Streaming-Based Processing for Data-Intensive Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Erdem Biyik, Fan Yao, Yinlam Chow, Alex Haig, Chih-Wei Hsu, Mohammad Ghavamzadeh, Craig Boutilier
Preference Elicitation with Soft Attributes in Interactive Recommendation. CoRR (2023)
Zhenkai Zhang, Tyler Allen, Fan Yao, Xing Gao, Rong Ge
TunneLs for Bootlegging: Fully Reverse-Engineering GPU TLBs for Challenging Isolation Guarantees of NVIDIA MIG. CCS (2023)
Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman, Yiming Liao, Yan Zhu, Qifan Wang, Hongning Wang, Haifeng Xu
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? CoRR (2023)
Md Hafizul Islam Chowdhuryy, Zhenkai Zhang, Fan Yao
BeKnight: Guarding Against Information Leakage in Speculatively Updated Branch Predictors. ICCAD (2023)
Mujahid Al Rafi, Yuan Feng, Fan Yao, Meng Tang, Hyeran Jeon
Decepticon: Attacking Secrets of Transformers. IISWC (2023)
Fan Yao, Chuanhao Li, Karthik Abinav Sankararaman, Yiming Liao, Yan Zhu, Qifan Wang, Hongning Wang, Haifeng Xu
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? NeurIPS (2023)
Adnan Siraj Rakin, Zhezhi He, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Deliang Fan
T-BFA: Targeted Bit-Flip Adversarial Weight Attack. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Muhammad Rashedul Haq Rashed, Sven Thijssen, Sumit Kumar Jha, Fan Yao, Rickard Ewetz
STREAM: Towards READ-based In-Memory Computing for Streaming based Data Processing. ASP-DAC (2022)
Muhammad Rashedul Haq Rashed, Sumit Kumar Jha, Fan Yao, Rickard Ewetz
Hybrid Digital-Digital In-Memory Computing. DATE (2022)
Haiying Shen, Fan Yao, Tanmoy Sen, Gustavo Moreira, Ankur Sarker
Query-Efficient and Imperceptible Attacks on Multivariate Time Series DNN Models. IFIP Networking (2022)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Learning from a Learning User for Optimal Recommendations. ICML (2022)
Sisheng Liang, Zihao Zhan, Fan Yao, Long Cheng, Zhenkai Zhang
Clairvoyance: Exploiting Far-field EM Emanations of GPU to "See" Your DNN Models through Obstacles at a Distance. SP Workshops (2022)
Jibang Wu, Haifeng Xu, Fan Yao
Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms. COLT (2022)
Zihao Zhan, Zhenkai Zhang, Sisheng Liang, Fan Yao, Xenofon D. Koutsoukos
Graphics Peeping Unit: Exploiting EM Side-Channel Information of GPUs to Eavesdrop on Your Neighbors. IEEE Symposium on Security and Privacy (2022)
Kunbei Cai, Zhenkai Zhang, Fan Yao
On the Feasibility of Training-time Trojan Attacks through Hardware-based Faults in Memory. HOST (2022)
Md Hafizul Islam Chowdhuryy, Fan Yao
Leaking Secrets Through Modern Branch Predictors in the Speculative World. IEEE Trans. Computers 71 (9) (2022)
Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao, Deliang Fan
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories. IEEE Symposium on Security and Privacy (2022)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Learning from a Learning User for Optimal Recommendations. CoRR (2022)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Learning the Optimal Recommendation from Explorative Users. AAAI (2022)
Mert Side, Fan Yao, Zhenkai Zhang
LockedDown: Exploiting Contention on Host-GPU PCIe Bus for Fun and Profit. EuroS&P (2022)
Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao, Deliang Fan
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories. CoRR (2021)
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
PAC-Learning for Strategic Classification. ICML (2021)
Hongyu Fang, Sai Santosh Dayapule, Fan Yao, Milos Doroslovacki, Guru Venkataramani
Defeating Cache Timing Channels with Hardware Prefetchers. IEEE Des. Test 38 (3) (2021)
Md Hafizul Islam Chowdhuryy, Fan Yao
Leaking Secrets through Modern Branch Predictor in the Speculative World. CoRR (2021)
Zhenkai Zhang, Sisheng Liang, Fan Yao, Xing Gao
Red Alert for Power Leakage: Exploiting Intel RAPL-Induced Side Channels. AsiaCCS (2021)
Jibang Wu, Haifeng Xu, Fan Yao
Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms. CoRR (2021)
Kunbei Cai, Md Hafizul Islam Chowdhuryy, Zhenkai Zhang, Fan Yao
Seeds of SEED: NMT-Stroke: Diverting Neural Machine Translation through Hardware-based Faults. SEED (2021)
Joachim Gudmundsson, Yuan Sha, Fan Yao
Augmenting Graphs to Minimize the Radius. ISAAC (2021)
Md Hafizul Islam Chowdhuryy, Rickard Ewetz, Amro Awad, Fan Yao
Seeds of SEED: R-SAW: New Side Channels Exploiting Read Asymmetry in MLC Phase Change Memories. SEED (2021)
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Learning the Optimal Recommendation from Explorative Users. CoRR (2021)
Md Hafizul Islam Chowdhuryy, Muhammad Rashedul Haq Rashed, Amro Awad, Rickard Ewetz, Fan Yao
LADDER: Architecting Content and Location-aware Writes for Crossbar Resistive Memories. MICRO (2021)
Adnan Siraj Rakin, Li Yang, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Yu Cao, Jae-sun Seo, Deliang Fan
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy. CoRR (2021)
Fan Yao, Renqin Cai, Hongning Wang
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning. CoRR (2021)
Md Hafizul Islam Chowdhuryy, Hang Liu, Fan Yao
BranchSpec: Information Leakage Attacks Exploiting Speculative Branch Instruction Executions. ICCD (2020)
Zhishan Guo, Kecheng Yang, Fan Yao, Amro Awad
Inter-task cache interference aware partitioned real-time scheduling. SAC (2020)
Hongyu Fang, Sai Santosh Dayapule, Fan Yao, Milos Doroslovacki, Guru Venkataramani
Cache-Zoomer: On-demand High-resolution Cache Monitoring for Security. J. Hardw. Syst. Secur. 4 (3) (2020)
Fan Yao, Adnan Siraj Rakin, Deliang Fan
DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips. USENIX Security Symposium (2020)
Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao
PAC-Learning for Strategic Classification. CoRR (2020)
Ankur Sarker, Fan Yao, Haiying Shen, Huiying Zhao, Haoran Zhu, Haroon Lone, Laura Barnes, Brad Campbell, Mitchel Rosen
Deep Learning Based Prediction Towards Designing A Smart Building Assistant System. MASS (2020)
Fan Yao, Adnan Siraj Rakin, Deliang Fan
DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips. CoRR (2020)
Adnan Siraj Rakin, Zhezhi He, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Deliang Fan
T-BFA: Targeted Bit-Flip Adversarial Weight Attack. CoRR (2020)
Fan Yao
Thangka Image Inpainting Algorithm Based on Wavelet Transform and Structural Constraints. J. Inf. Process. Syst. 16 (5) (2020)
Sai Santosh Dayapule, Fan Yao, Guru Venkataramani
PowerStar: Improving Power Efficiency in Heterogenous Processors for Bursty Workloads with Approximate Computing. CloudCom (2019)
Anil Gaihre, Zhenlin Wu, Fan Yao, Hang Liu
XBFS: eXploring Runtime Optimizations for Breadth-First Search on GPUs. HPDC (2019)
Fan Yao
Damaged region filling by improved criminisi image inpainting algorithm for thangka. Clust. Comput. 22 (6) (2019)
Fan Yao, Kathy Ngyugen, Sai Santosh Dayapule, Jingxin Wu, Bingqian Liu, Suresh Subramaniam, Guru Venkataramani
HolDCSim: A Holistic Simulator for Data Centers. CoRR (2019)
Vamsee Reddy Kommareddy, Baogang Zhang, Fan Yao, Rickard Ewetz, Amro Awad
Are Crossbar Memories Secure? New Security Vulnerabilities in Crossbar Memories. IEEE Comput. Archit. Lett. 18 (2) (2019)
Fan Yao, Hongyu Fang, Milos Doroslovacki, Guru Venkataramani
Towards a Better Indicator for Cache Timing Channels. CoRR (2019)
Fan Yao, Kathy Ngyugen, Sai Santosh Dayapule, Jingxin Wu, Bingqian Lu, Suresh Subramaniam, Guru Venkataramani
HolDCSim: A Holistic Simulator for Data Centers. IISWC (2019)
Fan Yao, Hongyu Fang, Milos Doroslovacki, Guru Venkataramani
COTSknight: Practical Defense against Cache Timing Channel Attacks using Cache Monitoring and Partitioning Technologies. HOST (2019)
Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam
TS-BatPro: Improving Energy Efficiency in Data Centers by Leveraging Temporal-Spatial Batching. IEEE Trans. Green Commun. Netw. 3 (1) (2019)
Fan Yao, Guru Venkataramani
Architecting Non-Volatile Main Memory to Guard Against Persistence-based Attacks. CoRR (2019)
Hongyu Fang, Fan Yao, Milos Doroslovacki, Guru Venkataramani
Negative Correlation, Non-linear Filtering, and Discovering of Repetitiveness for Cache Timing Channel Detection. ICASSP (2019)
Fan Yao, Milos Doroslovacki, Guru Venkataramani
Covert Timing Channels Exploiting Cache Coherence Hardware: Characterization and Defense. Int. J. Parallel Program. 47 (4) (2019)
Hongyu Fang, Sai Santosh Dayapule, Fan Yao, Milos Doroslovacki, Guru Venkataramani
PrODACT: Prefetch-Obfuscator to Defend Against Cache Timing Channels. Int. J. Parallel Program. 47 (4) (2019)
Fan Yao, Hongyu Fang, Milos Doroslovacki, Guru Venkataramani
Leveraging Cache Management Hardware for Practical Defense Against Cache Timing Channel Attacks. IEEE Micro 39 (4) (2019)
Fan Yao, Milos Doroslovacki, Guru Venkataramani
Are Coherence Protocol States Vulnerable to Information Leakage? HPCA (2018)
Bingqian Lu, Sai Santosh Dayapule, Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam
PopCorns: Power Optimization Using a Cooperative Network-Server Approach for Data Centers. ICCCN (2018)
Hongyu Fang, Sai Santosh Dayapule, Fan Yao, Milos Doroslovacki, Guru Venkataramani
A Noise-resilient Detection Method against Advanced Cache Timing Channel Attack. ACSSC (2018)
Hongyu Fang, Sai Santosh Dayapule, Fan Yao, Milos Doroslovacki, Guru Venkataramani
Prefetch-guard: Leveraging hardware prefetches to defend against cache timing channels. HOST (2018)
Hongfa Xue, Yurong Chen, Fan Yao, Yongbo Li, Tian Lan, Guru Venkataramani
SIMBER: Eliminating Redundant Memory Bound Checks via Statistical Inference. SEC (2017)
Fan Yao, Yongbo Li, Yurong Chen, Hongfa Xue, Tian Lan, Guru Venkataramani
StatSym: Vulnerable Path Discovery through Statistics-Guided Symbolic Execution. DSN (2017)
Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam
TS-Bat: Leveraging Temporal-Spatial Batching for Data Center Energy Optimization. GLOBECOM (2017)
Fan Yao, Jingxin Wu, Suresh Subramaniam, Guru Venkataramani
WASP: Workload Adaptive Energy-Latency Optimization in Server Farms Using Server Low-Power States. CLOUD (2017)
Fan Yao, Guru Venkataramani, Milos Doroslovacki
Covert Timing Channels Exploiting Non-Uniform Memory Access based Architectures. ACM Great Lakes Symposium on VLSI (2017)
Yongbo Li, Fan Yao, Tian Lan, Guru Venkataramani
SARRE: Semantics-Aware Rule Recommendation and Enforcement for Event Paths on Android. IEEE Trans. Inf. Forensics Secur. 11 (12) (2016)
Xiatian Zhang, Fan Yao, Yongjun Tian
Greedy Step Averaging: A parameter-free stochastic optimization method. CoRR (2016)
Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam
A Dual Delay Timer Strategy for Optimizing Server Farm Energy. CloudCom (2015)
Yongbo Li, Fan Yao, Tian Lan, Guru Venkataramani
POSTER: Semantics-Aware Rule Recommendation and Enforcement for Event Paths. SecureComm (2015)
Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam
A comparative analysis of data center network architectures. ICC (2014)
Fan Yao, Jie Chen, Guru Venkataramani
JOP-alarm: Detecting jump-oriented programming-based anomalies in applications. ICCD (2013)
Jie Chen, Fan Yao, Guru Venkataramani
Watts-inside: A hardware-software cooperative approach for Multicore Power Debugging. ICCD (2013)