Qingqing Ye

Orcid: 0000-0003-1547-2847

Affiliations:
  • Hong Kong Polytechnic University, Hong Kong
  • Renmin University of China, Beijing, China (PhD 2020)


According to our database1, Qingqing Ye authored at least 40 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
IEEE Trans. Knowl. Data Eng., May, 2024

DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release.
Proc. VLDB Endow., February, 2024

PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization.
IEEE Trans. Knowl. Data Eng., January, 2024

DeepMark: A Scalable and Robust Framework for DeepFake Video Detection.
ACM Trans. Priv. Secur., 2024

Interactive Trimming against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach.
CoRR, 2024

LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy.
CoRR, 2024

2023
Secure Traffic Monitoring With Spatio-Temporal Metadata Protection Using Oblivious RAM.
IEEE Trans. Intell. Transp. Syst., December, 2023

Partial message verification in fog-based industrial Internet of things.
Comput. Secur., December, 2023

DDRM: A Continual Frequency Estimation Mechanism With Local Differential Privacy.
IEEE Trans. Knowl. Data Eng., July, 2023

Synthesizing Realistic Trajectory Data With Differential Privacy.
IEEE Trans. Intell. Transp. Syst., May, 2023

Collaborative Sampling for Partial Multi-Dimensional Value Collection Under Local Differential Privacy.
IEEE Trans. Inf. Forensics Secur., 2023

PrivKVM*: Revisiting Key-Value Statistics Estimation With Local Differential Privacy.
IEEE Trans. Dependable Secur. Comput., 2023

ReFlat: A Robust Access Pattern Hiding Solution for General Cloud Query Processing Based on K-Isomorphism and Hardware Enclave.
IEEE Trans. Cloud Comput., 2023

Trajectory Data Collection with Local Differential Privacy.
Proc. VLDB Endow., 2023

TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
Proc. ACM Manag. Data, 2023

OTKI-F: An efficient memory-secure multi-keyword fuzzy search protocol.
J. Comput. Secur., 2023

Efficient and lightweight indexing approach for multi-dimensional historical data in blockchain.
Future Gener. Comput. Syst., 2023

3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning.
Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Stateful Switch: Optimized Time Series Release with Local Differential Privacy.
Proceedings of the IEEE INFOCOM 2023, 2023

Differential Aggregation against General Colluding Attackers.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Towards Defending Against Byzantine LDP Amplified Gain Attacks.
Proceedings of the Database Systems for Advanced Applications, 2023

CGP: Centroid-guided Graph Poisoning for Link Inference Attacks in Graph Neural Networks.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Privacy and efficiency guaranteed social subgraph matching.
VLDB J., 2022

SPMAC: Scalable Prefix Verifiable Message Authentication Code for Internet of Things.
IEEE Trans. Netw. Serv. Manag., 2022

LF-GDPR: A Framework for Estimating Graph Metrics With Local Differential Privacy.
IEEE Trans. Knowl. Data Eng., 2022

Efficient Verifiably Encrypted ECDSA-Like Signatures and Their Applications.
IEEE Trans. Inf. Forensics Secur., 2022

Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation.
IEEE Trans. Dependable Secur. Comput., 2022

VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases.
Proc. VLDB Endow., 2022

Stateful-CCSH: An Efficient Authentication Scheme for High-Resolution Video Surveillance System.
IEEE Internet Things J., 2022

MExMI: Pool-based Active Model Extraction Crossover Membership Inference.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Unified Proof of Work: Delegating and Solving Customized Computationally Bounded Problems in a Privacy-Preserving Way.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021
Collecting High-Dimensional and Correlation-Constrained Data with Local Differential Privacy.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Practical Escrow Protocol for Bitcoin.
IEEE Trans. Inf. Forensics Secur., 2020

Towards Locally Differentially Private Generic Graph Metric Estimation.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
Local Differential Privacy: Tools, Challenges, and Opportunities.
Proceedings of the Web Information Systems Engineering, 2019

PrivKV: Key-Value Data Collection with Local Differential Privacy.
Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

Mobile Data Collection and Analysis with Local Differential Privacy.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

BDPL: A Boundary Differentially Private Layer Against Machine Learning Model Extraction Attacks.
Proceedings of the Computer Security - ESORICS 2019, 2019


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