Tianxi Ji

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Set Intersection

Community Detection

Gaussian Mixture

Top Venues

IEEE Internet Things J.

IEEE Trans. Netw. Sci. Eng.

Publications

Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data. Proc. Priv. Enhancing Technol. 2024 (3) (2024)
Tianxi Ji, Pan Li
Less is More: Revisiting the Gaussian Mechanism for Differential Privacy. USENIX Security Symposium (2024)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Ming Li, Pan Li
Privacy-Preserving Database Fingerprinting. NDSS (2023)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Tianxi Ji, Pan Li
Less is More: Revisiting Gaussian Mechanism for Differential Privacy. CoRR (2023)
Srinivasan Murali, Wenqiang Jin, Vighnesh Sivaraman, Huadi Zhu, Tianxi Ji, Pan Li, Ming Li
Continuous Authentication Using Human-Induced Electric Potential. ACSAC (2023)
Jian Du, Tianxi Ji, Jamie Cui, Lei Zhang, Yufei Lu, Pu Duan
DP-PSI: Private and Secure Set Intersection. CoRR (2022)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Robust Fingerprinting of Genomic Databases. CoRR (2022)
Tianxi Ji, Changqing Luo, Lixing Yu, Qianlong Wang, Siheng Chen, Arun Thapa, Pan Li
Energy-Efficient Computation Offloading in MobileEdge Computing Systems with Uncertainties. CoRR (2022)
Yuzhou Jiang, Tianxi Ji, Erman Ayday
Differentially Private Genomic Data Release For GWAS Reproducibility. CoRR (2022)
Tianxi Ji, Changqing Luo, Lixing Yu, Qianlong Wang, Siheng Chen, Arun Thapa, Pan Li
Energy-Efficient Computation Offloading in Mobile Edge Computing Systems With Uncertainties. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
Genomic Data Sharing under Dependent Local Differential Privacy. CODASPY (2022)
Yifan Guo, Qianlong Wang, Tianxi Ji, Xufei Wang, Pan Li
Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach. IEEE BigData (2021)
Emre Yilmaz, Tianxi Ji, Erman Ayday, Pan Li
Genomic Data Sharing under Dependent Local Differential Privacy. CoRR (2021)
Tianxi Ji, Pan Li, Emre Yilmaz, Erman Ayday, Yanfang Ye, Jinyuan Sun
Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism. Proc. VLDB Endow. 14 (5) (2021)
Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
The Curse of Correlations for Robust Fingerprinting of Relational Databases. CoRR (2021)
Tianxi Ji, Erman Ayday, Emre Yilmaz, Pan Li
Differentially-Private Fingerprinting of Relational Databases. CoRR (2021)
Qianlong Wang, Yifan Guo, Tianxi Ji, Xufei Wang, Bingfang Hu, Pan Li
Toward Combatting COVID-19: A Risk Assessment System. IEEE Internet Things J. 8 (21) (2021)
Yifan Guo, Lixing Yu, Qianlong Wang, Tianxi Ji, Yuguang Fang, Jin Wei-Kocsis, Pan Li
Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework. MobiHoc (2021)
Tianxi Ji, Yifan Guo, Qianlong Wang, Xufei Wang, Pan Li
ECONOMY: Point Clouds-Based Energy-Efficient Autonomous Navigation for UAVs. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Tianxi Ji, Emre Yilmaz, Erman Ayday, Pan Li
The Curse of Correlations for Robust Fingerprinting of Relational Databases. RAID (2021)
Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Geyong Min, Pan Li
Unsupervised Anomaly Detection in IoT Systems for Smart Cities. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Qianlong Wang, Tianxi Ji, Yifan Guo, Lixing Yu, Xuhui Chen, Pan Li
TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map. IEEE Access 8 (2020)
Tianxi Ji, Changqing Luo, Yifan Guo, Qianlong Wang, Lixing Yu, Pan Li
Community Detection in Online Social Networks: A Differentially Private and Parsimonious Approach. IEEE Trans. Comput. Soc. Syst. 7 (1) (2020)
Qianlong Wang, Yifan Guo, Xufei Wang, Tianxi Ji, Lixing Yu, Pan Li
AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models. IEEE Internet Things J. 7 (10) (2020)
Emre Yilmaz, Erman Ayday, Tianxi Ji, Pan Li
Preserving Genomic Privacy via Selective Sharing. WPES@CCS (2020)
Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Pan Li
Quantized Adversarial Training: An Iterative Quantized Local Search Approach. ICDM (2019)
Tianxi Ji, Changqing Luo, Yifan Guo, Jinlong Ji, Weixian Liao, Pan Li
Differentially Private Community Detection in Attributed Social Networks. ACML (2019)
Xuhui Chen, Jinlong Ji, Tianxi Ji, Pan Li
Cost-Sensitive Deep Active Learning for Epileptic Seizure Detection. BCB (2018)
Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. ACML (2018)
Tianxi Ji, Siheng Chen, Rohan Varma, Jelena Kovacevic
Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery. Allerton (2015)