Kai Zhou

Orcid: 0000-0003-1383-2765

Affiliations:

Hong Kong Polytechnic University, Department of Computing, Hong Kong
Washington University in Saint Louis, MO, USA (former)
Michigan State University, East Lansing, MI, USA (PhD 2018)

According to our database¹, Kai Zhou authored at least 53 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Crowdsourcing Malware Family Annotation: Joint Class-Determined Tag Extraction and Weakly-Tagged Sample Inference.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., August, 2024

FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-Based Node Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2024

Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Toward Adversarially Robust Recommendation From Adaptive Fraudster Detection.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Coupled-Space Attacks Against Random-Walk-Based Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

A principled distance-aware uncertainty quantification approach for enhancing the reliability of physics-informed neural network.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2024

Continuous optimization for construction of neural network-based prediction intervals.

[BibT_eX]

[DOI]

Long Xue

Kai Zhou

Xiaoge Zhang

Knowl. Based Syst., 2024

Defense-as-a-Service: Black-box Shielding against Backdoored Graph Models.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking Improved Privacy-Utility Trade-off with Pre-existing Knowledge for DP Training.

[BibT_eX]

[DOI]

CoRR, 2024

SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices.

[BibT_eX]

[DOI]

CoRR, 2024

Adversarially Robust Signed Graph Contrastive Learning from Balance Augmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Universally Robust Graph Neural Networks by Preserving Neighbor Similarity.

[BibT_eX]

[DOI]

CoRR, 2024

Adversarial analysis of similarity-based sign prediction.

[BibT_eX]

[DOI]

Michal Tomasz Godziszewski

Artif. Intell., 2024

Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Collective Certified Robustness against Graph Injection Attacks.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Black-Box Attacks Against Signed Graph Analysis via Balance Poisoning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2024

Cost Aware Untargeted Poisoning Attack Against Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Uncovering Strong Ties: A Study of Indirect Sybil Attack on Signed Social Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Poster: AuditVotes: A Framework towards Deployable Certified Robustness for GNNs.

[BibT_eX]

[DOI]

Yuni Lai

Kai Zhou

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Hiding From Centrality Measures: A Stackelberg Game Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Toward Certified Robustness of Graph Neural Networks in Adversarial AIoT Environments.

[BibT_eX]

[DOI]

IEEE Internet Things J., August, 2023

Dual-Space Attacks against Random-Walk-based Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Homophily-Driven Sanitation View for Robust Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Simple yet Effective Gradient-Free Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2023

2022

How Fraudster Detection Contributes to Robust Recommendation.

[BibT_eX]

[DOI]

Yuni Lai

Kai Zhou

CoRR, 2022

FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification.

[BibT_eX]

[DOI]

Yulin Zhu

Liang Tong

Kai Zhou

CoRR, 2022

Towards Secrecy-Aware Attacks Against Trust Prediction in Signed Graphs.

[BibT_eX]

[DOI]

CoRR, 2022

From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2022

BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

CASO: Cost-Aware Secure Outsourcing of General Computational Problems.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

IEEE Trans. Serv. Comput., 2021

Attacking Similarity-Based Sign Prediction.

[BibT_eX]

[DOI]

Michal Tomasz Godziszewski

Proceedings of the IEEE International Conference on Data Mining, 2021

Structural Attack against Graph Based Android Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Strategic Evasion of Centrality Measures.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

P-MOD: Secure Privilege-Based Multilevel Organizational Data-Sharing in Cloud Computing.

[BibT_eX]

[DOI]

Ehab Zaghloul

Kai Zhou

Jian Ren

IEEE Trans. Big Data, 2020

Robust Collective Classification against Structural Attacks.

[BibT_eX]

[DOI]

Kai Zhou

Yevgeniy Vorobeychik

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Blocking Adversarial Influence in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 11th International Conference, 2020

Computing Equilibria in Binary Networked Public Goods Games.

[BibT_eX]

[DOI]

Sixie Yu

Kai Zhou

P. Jeffrey Brantingham

Yevgeniy Vorobeychik

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Adversarial Robustness of Similarity-Based Link Prediction.

[BibT_eX]

[DOI]

Kai Zhou

Tomasz P. Michalak

Yevgeniy Vorobeychik

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Attacking Similarity-Based Link Prediction in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Privacy Characterization and Quantification in Data Publishing.

[BibT_eX]

[DOI]

M. H. Afifi

Kai Zhou

Jian Ren

IEEE Trans. Knowl. Data Eng., 2018

PassBio: Privacy-Preserving User-Centric Biometric Authentication.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

IEEE Trans. Inf. Forensics Secur., 2018

Adversarial Link Prediction in Social Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Security and Privacy Enhancement for Outsourced Biometric Identification.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

CoRR, 2018

Attack Tolerance of Link Prediction Algorithms: How to Hide Your Relations in a Social Network.

[BibT_eX]

[DOI]

CoRR, 2018

Security and Privacy Enhancement for Outsourced Biometric Identification.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

Tongtong Li

Proceedings of the IEEE Global Communications Conference, 2018

2017

ExpSOS: Secure and Verifiable Outsourcing of Exponentiation Operations for Mobile Cloud Computing.

[BibT_eX]

[DOI]

Kai Zhou

M. H. Afifi

Jian Ren

IEEE Trans. Inf. Forensics Secur., 2017

2016

CDMA System Design and Capacity Analysis Under Disguised Jamming.

[BibT_eX]

[DOI]

Tianlong Song

Kai Zhou

Tongtong Li

IEEE Trans. Inf. Forensics Secur., 2016

Secure Fine-Grained Access Control of Mobile User Data through Untrusted Cloud.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

LinSOS: Secure outsourcing of linear computations based on affine mapping.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Secure outsourcing of scalar multiplication on elliptic curves.

[BibT_eX]

[DOI]

Kai Zhou

Jian Ren

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Robust CDMA receiver design under disguised jamming.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Kai Zhou

Timeline

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