Haixu Tang

发表

Efficient Genome-Wide, Privacy-Preserving Similar Patient Query based on Private Edit Distance

Yan Huang, Yongan Zhao, Haixu Tang, 2015, CCS.

Practical and Efficient in-Enclave Verification of Privacy Compliance

Wenhao Wang, Xiaofeng Wang, Yaosong Lu, 2021, 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests

Haixu Tang, Yi Chen, Mingming Zha, 2022, USENIX Security Symposium.

Understanding Impacts of Task Similarity on Backdoor Attack and Detection

Haixu Tang, Yi Chen, Di Tang, 2022, ArXiv.

MBeacon: Privacy-Preserving Beacons for DNA Methylation Data

Yang Zhang, Michael Backes, Haixu Tang, 2019, NDSS.

HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework

Chathura Widanage, XiaoFeng Wang, Weijie Liu, 2021, 2021 IEEE 14th International Conference on Cloud Computing (CLOUD).

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks

Xiaoqian Jiang, Lucila Ohno-Machado, Jean-Pierre Hubaux, 2017, J. Am. Medical Informatics Assoc..

Haplotype-based membership inference from summary genomic data

Xiaofeng Wang, Haixu Tang, Diyue Bu, 2021, Bioinform..

A community effort to protect genomic data sharing, collaboration and outsourcing

L. Ohno-Machado, Xiaofeng Wang, B. Malin, 2017, npj Genomic Medicine.

Protecting genomic data analytics in the cloud: state of the art and opportunities

Xiaoqian Jiang, Lucila Ohno-Machado, Bradley Malin, 2016, BMC Medical Genomics.

iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching

Xiaoqian Jiang, Lucila Ohno-Machado, Lei Wang, 2020, BMC Medical Genomics.

Demon in the Variant: Statistical Analysis of DNNs for Robust Backdoor Contamination Detection pdf

Haixu Tang, Di Tang, XiaoFeng Wang, 2019, USENIX Security Symposium.

Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery

Xiaoqian Jiang, Lucila Ohno-Machado, Yongan Zhao, 2014, J. Am. Medical Informatics Assoc..

Leaky Cauldron on the Dark Land: Understanding Memory Side-Channel Hazards in SGX

Carl A. Gunter, Haixu Tang, Yinqian Zhang, 2017, CCS.

Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models

Haixu Tang, Di Tang, Rui Zhu, 2022, ArXiv.

A Pragmatic Approach to Membership Inferences on Machine Learning Models

Carl A. Gunter, Haixu Tang, Lei Wang, 2020, 2020 IEEE European Symposium on Security and Privacy (EuroS&P).

Understanding Membership Inferences on Well-Generalized Learning Models pdf

Kai Chen, Lei Wang, Carl A. Gunter, 2018, ArXiv.

Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering

Shiqing Ma, Haixu Tang, Guanhong Tao, 2023, ArXiv.

The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition

L. Ohno-Machado, Xiaofeng Wang, A. Harmanci, 2022, J. Am. Medical Informatics Assoc..

Understanding TEE Containers, Easy to Use? Hard to Trust pdf

Danfeng Zhang, Wenhao Wang, XiaoFeng Wang, 2021, ArXiv.

Privacy-preserving construction of generalized linear mixed model for biomedical computation

Haixu Tang, Hao Zheng, Xiaofeng Wang, 2020, Bioinform..

Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance pdf

Dongdai Lin, Hao Chen, Kai Chen, 2019, ArXiv.

Real-time Protection of Genomic Data Sharing in Beacon Services

Xiaofeng Wang, Haixu Tang, Diyue Bu, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Large Language Model Soft Ideologization via AI-Self-Consciousness

Haixu Tang, Xiaofeng Wang, Xiaotian Zhou, 2023, ArXiv.

Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis

Xiaozhong Liu, Yepeng Yao, XiaoFeng Wang, 2021, 2021 IEEE Symposium on Security and Privacy (SP).

Secure Genomic Computation through Site-Wise Encryption

Yongan Zhao, XiaoFeng Wang, Haixu Tang, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning

Baoxu Liu, Haixu Tang, Yi Chen, 2023, USENIX Security Symposium.

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

Haixu Tang, Rui Zhu, Siyuan Tang, 2023, ArXiv.

A community effort to protect genomic data sharing, collaboration and outsourcing

Xiaofeng Wang, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, npj Genomic Medicine.