Hanshen Xiao

54 papers A* 9Misc 1Journal 38Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Architecting Secure AI Agents: Perspectives on System-Level Defenses Against Indirect Prompt Injection Attacks.
CoRR
Chong Xiang, Drew Zagieboylo, Shaona Ghosh, Sanjay Kariyappa, Kai Greshake, Hanshen Xiao, Chaowei Xiao, G. Edward Suh
2026 J jnl
Noisette: Certifying Differential Privacy Mechanisms Efficiently.
IACR Cryptol. ePrint Arch.
Qi Pang, Radhika Garg, Ziling Liu, Hanshen Xiao, Virginia Smith, Wenting Zheng, Xiao Wang
2026 J jnl
PAC-Private Databases.
IACR Cryptol. ePrint Arch.
Mayuri Sridhar, Michael A. Noguera, Chaitanyasuma Jain, Kevin Kristensen, Srinivas Devadas, Hanshen Xiao, Xiangyao Yu
2026 J jnl
Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch.
CoRR
Hyunwoo Kim, Niloofar Mireshghallah, Michael Duan, Rui Xin, Shuyue Stella Li, Jaehun Jung, David Acuna, Qi Pang, Hanshen Xiao, G. Edward Suh, Sewoong Oh, Yulia Tsvetkov, Pang Wei Koh, Yejin Choi
2025 J jnl
Automated Profile Inference with Language Model Agents.
CoRR
Yuntao Du, Zitao Li, Bolin Ding, Yaliang Li, Hanshen Xiao, Jingren Zhou, Ninghui Li
2025 J jnl
Cascading and Proxy Membership Inference Attacks.
CoRR
Yuntao Du, Jiacheng Li, Yuetian Chen, Kaiyuan Zhang, Zhizhen Yuan, Hanshen Xiao, Bruno Ribeiro, Ninghui Li
2025 J jnl
Expected Constant Round Byzantine Broadcast under Dishonest Majority.
J. ACM
Jun Wan, Hanshen Xiao, Elaine Shi, Srinivas Devadas
2025 J jnl
Imitative Membership Inference Attack.
CoRR
Yuntao Du, Yuetian Chen, Hanshen Xiao, Bruno Ribeiro, Ninghui Li
2025 A* conf
One-Sided Bounded Noise: Theory, Optimization Algorithms and Applications.
CCS
Hanshen Xiao, Jun Wan, Elaine Shi, Srinivas Devadas
2025 J jnl
PAC Privacy and Black-Box Privatization.
IEEE Secur. Priv.
Hanshen Xiao, Srinivas Devadas
2025 A* conf
PAC-Private Algorithms.
SP
Mayuri Sridhar, Hanshen Xiao, Srinivas Devadas
2025 J jnl
Tight Privacy Audit in One Run.
CoRR
Zihang Xiang, Tianhao Wang, Hanshen Xiao, Yuan Tian, Di Wang
2025 A* conf
Trustworthy Machine Learning through Data-Specific Indistinguishability.
ICML
Hanshen Xiao, Zhen Yang, G. Edward Suh
2024 A* conf
Formal Privacy Proof of Data Encoding: The Possibility and Impossibility of Learnable Encryption.
CCS
Hanshen Xiao, G. Edward Suh, Srinivas Devadas
2024 A* conf
Online Robust Mean Estimation.
SODA
Daniel M. Kane, Ilias Diakonikolas, Hanshen Xiao, Sihan Liu
2024 J jnl
PAC-Private Algorithms.
IACR Cryptol. ePrint Arch.
Mayuri Sridhar, Hanshen Xiao, Srinivas Devadas
2023 A* conf
A Theory to Instruct Differentially-Private Learning via Clipping Bias Reduction.
SP
Hanshen Xiao, Zihang Xiang, Di Wang, Srinivas Devadas
2023 A* conf
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning.
CCS
Hanshen Xiao, Jun Wan, Srinivas Devadas
2023 J jnl
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning.
CoRR
Hanshen Xiao, Jun Wan, Srinivas Devadas
2023 J jnl
On the Foundation of Sparsity Constrained Sensing - Part I: Sampling Theory and Robust Remainder Problem.
IEEE Trans. Signal Process.
Hanshen Xiao, Yaowen Zhang, Beining Zhou, Guoqiang Xiao
2023 J jnl
On the Foundation of Sparsity Constrained Sensing - Part II: Diophantine Sampling With Arbitrary Temporal and Spatial Sparsity.
IEEE Trans. Signal Process.
Hanshen Xiao, Beining Zhou, Yaowen Zhang, Guoqiang Xiao
2023 J jnl
Online Robust Mean Estimation.
CoRR
Daniel M. Kane, Ilias Diakonikolas, Hanshen Xiao, Sihan Liu
2023 — conf
PAC Privacy: Automatic Privacy Measurement and Control of Data Processing.
CRYPTO (2)
Hanshen Xiao, Srinivas Devadas
2022 J jnl
Differentially Private Deep Learning with ModelMix.
CoRR
Hanshen Xiao, Jun Wan, Srinivas Devadas
2022 A* conf
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data.
PODS
Lijie Hu, Shuo Ni, Hanshen Xiao, Di Wang
2022 J jnl
PAC Security: Automatic Privacy Measurement and Control of Data Processing.
CoRR
Hanshen Xiao, Srinivas Devadas
2021 J jnl
DAUnTLeSS: Data Augmentation and Uniform Transformation for Learning with Scalability and Security.
IACR Cryptol. ePrint Arch.
Hanshen Xiao, Srinivas Devadas
2021 J jnl
High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data.
CoRR
Lijie Hu, Shuo Ni, Hanshen Xiao, Di Wang
2021 J jnl
On the Foundation of Sparse Sensing (Part I): Necessary and Sufficient Sampling Theory and Robust Remaindering Problem.
CoRR
Hanshen Xiao, Yaowen Zhang, Guoqiang Xiao
2021 J jnl
On the Foundation of Sparse Sensing (Part II): Diophantine Sampling and Array Configuration.
CoRR
Hanshen Xiao, Beining Zhou, Guoqiang Xiao
2021 J jnl
The Art of Labeling: Task Augmentation for Private(Collaborative) Learning on Transformed Data.
IACR Cryptol. ePrint Arch.
Hanshen Xiao, Srinivas Devadas
2021 J jnl
Towards Understanding Practical Randomness Beyond Noise: Differential Privacy and Mixup.
IACR Cryptol. ePrint Arch.
Hanshen Xiao, Srinivas Devadas
2021 J jnl
Wrapped ambiguity Gaussian mixed model with applications in sparse sampling based multiple parameter estimation.
Signal Process.
Hanshen Xiao, Nan Du, Zhikang Wang, Guoqiang Xiao
2020 — conf
Expected Constant Round Byzantine Broadcast Under Dishonest Majority.
TCC (1)
Jun Wan, Hanshen Xiao, Elaine Shi, Srinivas Devadas
2020 J jnl
Expected Constant Round Byzantine Broadcast under Dishonest Majority.
IACR Cryptol. ePrint Arch.
Jun Wan, Hanshen Xiao, Elaine Shi, Srinivas Devadas
2020 A* conf
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data.
ICML
Di Wang, Hanshen Xiao, Srinivas Devadas, Jinhui Xu
2020 J jnl
On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data.
CoRR
Di Wang, Hanshen Xiao, Srini Devadas, Jinhui Xu
2020 — conf
Round-Efficient Byzantine Broadcast Under Strongly Adaptive and Majority Corruptions.
TCC (1)
Jun Wan, Hanshen Xiao, Srinivas Devadas, Elaine Shi
2020 J jnl
Round-Efficient Byzantine Broadcast under Strongly Adaptive and Majority Corruptions.
IACR Cryptol. ePrint Arch.
Jun Wan, Hanshen Xiao, Srinivas Devadas, Elaine Shi
2019 J jnl
A Framework of Topology-Transparent Scheduling Based on Polynomial Ring.
IEEE Wirel. Commun. Lett.
Hanshen Xiao, Guoqiang Xiao
2019 J jnl
On Privacy-preserving Decentralized Optimization through Alternating Direction Method of Multipliers.
CoRR
Hanshen Xiao, Ye Yu, Srini Devadas
2019 J jnl
On Solving Ambiguity Resolution With Robust Chinese Remainder Theorem for Multiple Numbers.
IEEE Trans. Veh. Technol.
Hanshen Xiao, Guoqiang Xiao
2018 J jnl
On Solving Ambiguity Resolution with Robust Chinese Remainder Theorem for Multiple Numbers.
CoRR
Hanshen Xiao, Guoqiang Xiao
2018 J jnl
Robustness in Chinese Remainder Theorem for Multiple Numbers and Remainder Coding.
IEEE Trans. Signal Process.
Hanshen Xiao, Yufeng Huang, Yu Ye, Guoqiang Xiao
2018 J jnl
Statistical Robust Chinese Remainder Theorem for Multiple Numbers: Wrapped Gaussian Mixture Model.
CoRR
Nan Du, Zhikang Wang, Hanshen Xiao
2017 Misc conf
New residue arithmetic based Barrett algorithms: Modular polynomial computations.
ICASSP
Hari Krishna Garg, Hanshen Xiao
2017 J jnl
Notes on CRT-based robust frequency estimation.
Signal Process.
Hanshen Xiao, Guoqiang Xiao
2017 — conf
On Iterative Collision Search for LPN and Subset Sum.
TCC (2)
Srinivas Devadas, Ling Ren, Hanshen Xiao
2017 J jnl
On Iterative Collision Search for LPN and Subset Sum.
IACR Cryptol. ePrint Arch.
Srinivas Devadas, Ling Ren, Hanshen Xiao
2017 J jnl
Robustness in Chinese Remainder Theorem.
CoRR
Hanshen Xiao, Yufeng Huang, Yu Ye, Guoqiang Xiao
2016 J jnl
A Rotation-Aided Arctangent Phase Discriminator With One-Bit Quantization.
IEEE Signal Process. Lett.
Yu Ye, Hanshen Xiao, Guoqiang Xiao
2016 — conf
Algorithms for comparison in residue number systems.
APSIPA
Hanshen Xiao, Yu Ye, Guoqiang Xiao, Qin Kang
2016 J jnl
New Residue Arithmetic Based Barrett Algorithms: Modular Integer Computations.
IEEE Access
Hari Krishna Garg, Hanshen Xiao
2016 — conf
Symmetric polynomial & CRT based algorithms for multiple frequency determination from undersampled waveforms.
GlobalSIP
Hanshen Xiao, Cas Cremers, Hari Krishna Garg