K. Liang

2024

FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels

Wang, R., Ersoy, O., Zhu, H., Jin, Y. & Liang, K., 2024, (E-pub ahead of print) In: IEEE Transactions on Big Data. p. 1-15 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

4 Citations (Scopus)

Stealthy Backdoor Attack against Federated Learning through Frequency Domain by Backdoor Neuron Constraint and Model Camouflage

Qiao, Y., Liu, D., Wang, R. & Liang, K., 2024, (Accepted/In press) In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. p. 1 1 p.

Research output: Contribution to journal › Article › Scientific › peer-review

2023

Combining ID’s, Attributes, and Policies in Hyperledger Fabric

Gordijn, D., Kromes, R., Giannetsos, T. & Liang, K., 2023, Blockchain Technology and Emerging Technologies - 2nd EAI International Conference, BlockTEA 2022, Proceedings. Meng, W. & Li, W. (eds.). Springer, p. 32-48 17 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 498 LNICST).

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DEV-ETA: An Interpretable Detection Framework for Encrypted Malicious Traffic

Yang, L., Fu, S., Wang, Y., Liang, K., Mo, F. & Liu, B., 2023, In: Computer Journal. 66, 5, p. 1213-1227 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

2 Citations (Scopus)

FABRIC: Fast and secure unbounded cross-system encrypted data sharing in cloud computing

Wang, L., Lin, Y., Yao, T., Xiong, H. & Liang, K., 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 6, p. 5130-5142 13 p.

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12 Citations (Scopus)

37 Downloads (Pure)

Federated Synthetic Data Generation with Stronger Security Guarantees

Ghavamipour, A. R., Turkmen, F., Wang, R. & Liang, K., 2023, SACMAT 2023 - Proceedings of the 28th ACM Symposium on Access Control Models and Technologies. Association for Computing Machinery (ACM), p. 31-42 12 p. (Proceedings of ACM Symposium on Access Control Models and Technologies, SACMAT).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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1 Citation (Scopus)

71 Downloads (Pure)

HPAKE: Honey Password-authenticated Key Exchange for Fast and Safer Online Authentication

Li, W., Wang, P. & Liang, K., 2023, In: IEEE Transactions on Information Forensics and Security. 18, p. 1596-1609 14 p.

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1 Citation (Scopus)

109 Downloads (Pure)

ID-Based Self-encryption via Hyperledger Fabric Based Smart Contract

Grishkov, I., Kromes, R., Giannetsos, T. & Liang, K., 2023, Blockchain Technology and Emerging Technologies - 2nd EAI International Conference, BlockTEA 2022, Proceedings. Meng, W. & Li, W. (eds.). Springer, p. 3-18 16 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 498 LNICST).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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2 Citations (Scopus)

31 Downloads (Pure)

Improved Wordpcfg for Passwords with Maximum Probability Segmentation

Li, W., Yang, J., Cheng, H., Wang, P. & Liang, K., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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32 Downloads (Pure)

Keyword Search Shareable Encryption for Fast and Secure Data Replication

Wang, W., Liu, D., Xu, P., Yang, L. T. & Liang, K., 2023, In: IEEE Transactions on Information Forensics and Security. 18, p. 5537-5552 16 p.

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1 Citation (Scopus)

35 Downloads (Pure)

PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed Labels

Zhu, H., Wang, R., Jin, Y. & Liang, K., 2023, In: IEEE Transactions on Artificial Intelligence. 4, 5, p. 988-1001 14 p.

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8 Citations (Scopus)

11 Downloads (Pure)

Preface

Li, F., Liang, K., Lin, Z. & Katsikas, S. K., 2023, In: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. 462 LNICST

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Secure genotype imputation using homomorphic encryption

Zhou, J., Lei, B., Lang, H., Panaousis, E., Liang, K. & Xiang, J., 2023, In: Journal of Information Security and Applications. 72, 7 p., 103386.

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2 Citations (Scopus)

36 Downloads (Pure)

Secure Remote Cloud File Sharing With Attribute-Based Access Control and Performance Optimization

Chen, E., Zhu, Y., Liang, K. & Yin, H., 2023, In: IEEE Transactions on Cloud Computing. 11, 1, p. 579-594 16 p.

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3 Citations (Scopus)

52 Downloads (Pure)

Sidechains With Optimally Succinct Proof

Yin, L., Xu, J., Liang, K. & Zhang, Z., 2023, In: IEEE Transactions on Dependable and Secure Computing. 21, 4, p. 3375-3389 15 p.

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1 Citation (Scopus)

5 Downloads (Pure)

Welcome Message from the General Chairs

Liang, K. & Smaragdakis, G., 2023, In: Proceedings - 8th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2023. p. XIV 1 p.

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抵抗恶意服务器的口令增强加密方案

Translated title of the contribution: Password Hardening Encryption Services Against Malicious ServerZhao, Y., Liu, H., Liang, K., Ming, Y., Zhao, X. M. & Yang, B., 2023, In: Ruan Jian Xue Bao/Journal of Software. 34, 5, p. 2482-2493 12 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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2022

DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints

Zhao, Z., Chen, X., Xuan, Y., Dong, Y., Wang, D. & Liang, K., 2022, Proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 15192-15201 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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31 Citations (Scopus)

38 Downloads (Pure)

DEKS: A Secure Cloud-Based Searchable Service Can Make Attackers Pay

Zheng, Y., Xu, P., Wang, W., Chen, T., Susilo, W., Liang, K. & Jin, H., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Springer, p. 86-104 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13555 LNCS).

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1 Citation (Scopus)

27 Downloads (Pure)

Dual Access Control for Cloud-Based Data Storage and Sharing

Ning, J., Huang, X., Susilo, W., Liang, K., Liu, X. & Zhang, Y., 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 2, p. 1036-1048 13 p.

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44 Citations (Scopus)

145 Downloads (Pure)

Lighter is Better: A Lighter Multi-client Verifiable Outsourced Computation with Hybrid Homomorphic Encryption

Wang, X., Cao, Z., Liu, Z. & Liang, K., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Springer, p. 105-125 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13555 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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22 Downloads (Pure)

More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks

Xu, J., Wang, R., Koffas, S., Liang, K. & Picek, S., 2022, Proceedings - 38th Annual Computer Security Applications Conference, ACSAC 2022. Association for Computing Machinery (ACM), p. 684–698 15 p. (ACM International Conference Proceeding Series).

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3 Citations (Scopus)

50 Downloads (Pure)

No-Directional and Backward-Leak Uni-Directional Updatable Encryption Are Equivalent

Chen, H., Fu, S. & Liang, K., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Part 1 ed. Cham: Springer, p. 387-407 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13554).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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2 Citations (Scopus)

27 Downloads (Pure)

Passtrans: An Improved Password Reuse Model Based on Transformer

He, X., Cheng, H., Xie, J., Wang, P. & Liang, K., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 3044-3048 5 p. 9746731

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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1 Citation (Scopus)

68 Downloads (Pure)

Policy-driven Data Sharing over Attribute-Based Encryption supporting Dual Membership

Lu, H., Yu, R., Zhu, Y., He, X., Liang, K. & Chu, W. C-C., 2022, In: Journal of Systems and Software. 188, p. 1-14 14 p., 111271.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

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1 Citation (Scopus)

28 Downloads (Pure)

Practical algorithm substitution attack on extractable signatures

Zhao, Y., Liang, K., Zhao, Y., Yang, B., Ming, Y. & Panaousis, E., 2022, In: Designs, Codes, and Cryptography. 90, 4, p. 921-937 17 p.

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Open Access

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40 Downloads (Pure)

ROSE: Robust Searchable Encryption with Forward and Backward Security

Xu, P., Susilo, W., Wang, W., Chen, T., Wu, Q., Liang, K. & Jin, H., 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1115-1130 16 p., 9724186.

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Open Access

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20 Citations (Scopus)

31 Downloads (Pure)

Secure Logistic Regression for Vertical Federated Learning

He, D., Du, R., Zhu, S., Zhang, M., Liang, K. & Chan, S., 2022, In: IEEE Internet Computing. 26, 2, p. 61-68 8 p.

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Open Access

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14 Citations (Scopus)

343 Downloads (Pure)

VAL: Volume and Access Pattern Leakage-Abuse Attack with Leaked Documents

Lambregts, S., Chen, H., Ning, J. & Liang, K., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Cham: Springer, p. 653-676 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13554 ).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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2 Citations (Scopus)

47 Downloads (Pure)

WordMarkov: A New Password Probability Model of Semantics

Xie, J., Cheng, H., Zhu, R., Wang, P. & Liang, K., 2022, Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 3034-3038 5 p. 9746203

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access

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2 Citations (Scopus)

30 Downloads (Pure)

2021

Blockchain-Based Software Architecture Development for Service Requirements With Smart Contracts

Zhu, Y., Guo, Q., Yin, H., Liang, K. & Yau, S. S., 2021, In: Computer (New York). 54, 12, p. 72-80

Research output: Contribution to journal › Article › Scientific › peer-review

Defending Use-After-Free via Relationship Between Memory and Pointer

Xu, G., Li, M., Li, X., Chen, K., Wang, R., Wang, W., Liang, K., Tang, Q. & Liu, S., 2021, Collaborative Computing: Networking, Applications and Worksharing - 16th EAI International Conference, CollaborateCom 2020, Proceedings. Gao, H., Wang, X., Iqbal, M., Yin, Y., Yin, J. & Gu, N. (eds.). Springer, p. 583-597 15 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 349).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Distributed additive encryption and quantization for privacy preserving federated deep learning

Zhu, H., Wang, R., Jin, Y., Liang, K. & Ning, J., 2021, In: Neurocomputing. 463, p. 309-327 19 p.

Research output: Contribution to journal › Article › Scientific › peer-review

29 Citations (Scopus)

How to implement secure cloud file sharing using optimized attribute-based access control with small policy matrix and minimized cumulative errors

Chen, E., Zhu, Y., Zhu, G., Liang, K. & Feng, R., 2021, In: Computers and Security. 107, 102318.

Research output: Contribution to journal › Article › Scientific › peer-review

5 Citations (Scopus)

Improved Probabilistic Context-Free Grammars for Passwords Using Word Extraction

Cheng, H., Li, W., Wang, P. & Liang, K., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 2690-2694 5 p. 9414886

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

5 Citations (Scopus)

Incrementally updateable honey password vaults

Cheng, H., Li, W., Wang, P., Chu, C. H. & Liang, K., 2021, Proceedings of the 30th USENIX Security Symposium. USENIX Association, p. 857-874 18 p. (Proceedings of the 30th USENIX Security Symposium).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

7 Citations (Scopus)

Lightweight Searchable Encryption Protocol for Industrial Internet of Things

Zhang, K., Long, J., Wang, X., Dai, H. N., Liang, K. & Imran, M., 2021, In: IEEE Transactions on Industrial Informatics. 17, 6, p. 4248-4259 12 p., 9158514.

Research output: Contribution to journal › Article › Scientific › peer-review

55 Citations (Scopus)

Practical Threshold Multi-Factor Authentication

Li, W., Cheng, H., Wang, P. & Liang, K., 2021, In: IEEE Transactions on Information Forensics and Security. 16, p. 3573-3588 16 p., 9432950.

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Open Access

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15 Citations (Scopus)

166 Downloads (Pure)

Your Smart Contracts Are Not Secure: Investigating Arbitrageurs and Oracle Manipulators in Ethereum

Tjiam, K., Wang, R., Chen, H. & Liang, K., 2021, CYSARM 2021 - Proceedings of the 3rd Workshop on Cyber-Security Arms Race, co-located with CCS 2021. Association for Computing Machinery (ACM), p. 25-35 11 p. (CYSARM 2021 - Proceedings of the 3rd Workshop on Cyber-Security Arms Race, co-located with CCS 2021).

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Open Access

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8 Citations (Scopus)

635 Downloads (Pure)

2020

Am I eclipsed? A smart detector of eclipse attacks for Ethereum

Xu, G., Guo, B., Su, C., Zheng, X., Liang, K., Wong, D. S. & Wang, H., Jan 2020, In: Computers and Security. 88

Research output: Contribution to journal › Article › Scientific › peer-review

A Security-Enhanced Certificateless Aggregate Signature Authentication Protocol for InVANETs

Xu, G., Zhou, W., Sangaiah, A. K., Zhang, Y., Zheng, X., Tang, Q., Xiong, N., Liang, K. & Zhou, X., 2020, In: IEEE Network: the magazine of global internetworking. 34, 2, p. 22-29

Research output: Contribution to journal › Article › Scientific › peer-review

BPAS: Blockchain-Assisted Privacy-Preserving Authentication System for Vehicular Ad Hoc Networks

Feng, Q., He, D., Zeadally, S. & Liang, K., Jun 2020, In: IEEE Transactions on Industrial Informatics. 16, 6, p. 4146-4155

Research output: Contribution to journal › Article › Scientific › peer-review

Deep Binarized Convolutional Neural Network Inferences over Encrypted Data

Zhou, J., Li, J., Panaousis, E. & Liang, K., Aug 2020, Proceedings - 2020 7th IEEE International Conference on Cyber Security and Cloud Computing and 2020 6th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud-EdgeCom 2020. IEEE, p. 160-167 8 p. 9170954. (Proceedings - 2020 7th IEEE International Conference on Cyber Security and Cloud Computing and 2020 6th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud-EdgeCom 2020).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

3 Citations (Scopus)

Efficient Encrypted Data Search with Expressive Queries and Flexible Update

Ning, J., Chen, J., Liang, K., Liu, J. K., Su, C. & Wu, Q., 1 Jan 2020, (Accepted/In press) In: IEEE Transactions on Services Computing. 15, 3, p. 1619-1633 15 p.

Research output: Contribution to journal › Article › Scientific › peer-review

19 Citations (Scopus)

Frontiers in Cyber Security: Third International Conference, FCS 2020, Tianjin, China, November 15–17, 2020, Proceedings

Xu, G. (ed.), Liang, K. (ed.) & Su, C. (ed.), 2020, Singapore: Springer. 682 p. (Part of the Communications in Computer and Information Science book series ; vol. 1286)

Research output: Book/Report › Book editing › Scientific

Guest Editorial: Special Section on Emerging Privacy and Security Issues Brought by Artificial Intelligence in Industrial Informatics

Qiu, M., Dai, H. N., Sangaiah, A. K., Liang, K. & Zheng, X., Mar 2020, In: IEEE Transactions on Industrial Informatics. 16, 3, p. 2029-2030 2 p., 8903246.

Research output: Contribution to journal › Editorial › Scientific › peer-review

10 Citations (Scopus)

2 Citations (Scopus)

Preface

Chen, L., Li, N., Liang, K. & Schneider, S., 1 Jan 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12308 LNCS, p. v-vi

Research output: Contribution to journal › Editorial › Scientific › peer-review

K. Liang

Research output

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