Postgraduate research students

Zhuoran Tan

z.tan.1@research.gla.ac.uk

ORCID iDhttps://orcid.org/0000-0002-0809-0376

Research title: Runtime Observability and Security Analytics for Software Supply Chain Defense

Research summary

The Cyber Attack Chain Analysis with Federated Graph Neural Network

Publications

List by: Type | Date

Jump to: 2026 | 2025
Number of items: 8.

2026

Tan, Zhuoran, Guo, Wenbo, Brierley, Taylor, Luo, Jiewen, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2026) An Empirical Study of Observability Limits in Advanced Software Supply Chain Attacks. In: 2026 ACM SIGSAC Conference on Computer and Communications Security (CCS '26), The Hague, The Netherlands, 15-19 Nov 2026, (Accepted for Publication)

Tan, Zhuoran, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2026) Attesting LLM Pipelines: Enforcing Verifiable Training and Release Claims. In: 2nd International Workshop on Large Language Model Supply Chain Analysis (LLMSC 2026), Montreal, Canada, 05 July 2026, pp. 1553-1556. ISBN 9798400726361 (doi: 10.1145/3803437.3805530)

Xiao, Ke, Wang, Qiyuan ORCID logoORCID: https://orcid.org/0000-0003-2298-7195, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Tan, Zhuoran and Li, Wenhao ORCID logoORCID: https://orcid.org/0009-0009-5386-0841 (2026) FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources. In: 43rd International Conference on Machine Learning (ICML 2026), Seoul, South Korea, 6-11 July 2026, (Accepted for Publication)

2025

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Parambath, Sham P. ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Xiao, Ke ORCID logoORCID: https://orcid.org/0009-0003-6713-0053 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) Unified Parallel Semantic Log Parsing based on Causal Graph Construction for Attack Attribution. In: 45th IEEE International Conference on Distributed Computing Systems (ICDCS), Glasgow, UK, 20-23 July 2025, pp. 81-86. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00020)

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) Distributed Temporal Graph Learning with Provenance for APT Detection in Supply Chains. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, pp. 372-374. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00071)

Tan, Zhuoran, Wang, Qiyuan ORCID logoORCID: https://orcid.org/0000-0003-2298-7195, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Puthiya Parambath, Sham ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Temple, Sam (2025) Distributed Log-driven Anomaly Detection System Based on Evolving Decision Making. In: 45th IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2025), Glasgow, UK, 20-23 July 2025, pp. 231-236. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00045)

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) OSPtrack: A Labeled Dataset Targeting Simulated Execution of Open-Source Software. In: 22nd International Conference on Mining Software Repositories (MSR 2025), Ottowa, Canada, 28-29 April 2025, pp. 659-663. ISBN 9798331501839 (doi: 10.1109/MSR66628.2025.00102)

Tan, Zhuoran, Parambath, Shameem, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Marnerides, Angelos K. ORCID logoORCID: https://orcid.org/0000-0002-7996-6216 (2025) Advanced persistent threats based on supply chain vulnerabilities: challenges, solutions & future directions. IEEE Internet of Things Journal, (doi: 10.1109/JIOT.2025.3528744) (Early Online Publication)

This list was generated on Thu Aug 27 20:47:51 2026 BST.
Jump to: Articles | Conference Proceedings
Number of items: 8.

Articles

Tan, Zhuoran, Parambath, Shameem, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Marnerides, Angelos K. ORCID logoORCID: https://orcid.org/0000-0002-7996-6216 (2025) Advanced persistent threats based on supply chain vulnerabilities: challenges, solutions & future directions. IEEE Internet of Things Journal, (doi: 10.1109/JIOT.2025.3528744) (Early Online Publication)

Conference Proceedings

Tan, Zhuoran, Guo, Wenbo, Brierley, Taylor, Luo, Jiewen, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2026) An Empirical Study of Observability Limits in Advanced Software Supply Chain Attacks. In: 2026 ACM SIGSAC Conference on Computer and Communications Security (CCS '26), The Hague, The Netherlands, 15-19 Nov 2026, (Accepted for Publication)

Tan, Zhuoran, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 (2026) Attesting LLM Pipelines: Enforcing Verifiable Training and Release Claims. In: 2nd International Workshop on Large Language Model Supply Chain Analysis (LLMSC 2026), Montreal, Canada, 05 July 2026, pp. 1553-1556. ISBN 9798400726361 (doi: 10.1145/3803437.3805530)

Xiao, Ke, Wang, Qiyuan ORCID logoORCID: https://orcid.org/0000-0003-2298-7195, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Tan, Zhuoran and Li, Wenhao ORCID logoORCID: https://orcid.org/0009-0009-5386-0841 (2026) FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources. In: 43rd International Conference on Machine Learning (ICML 2026), Seoul, South Korea, 6-11 July 2026, (Accepted for Publication)

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Parambath, Sham P. ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Xiao, Ke ORCID logoORCID: https://orcid.org/0009-0003-6713-0053 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) Unified Parallel Semantic Log Parsing based on Causal Graph Construction for Attack Attribution. In: 45th IEEE International Conference on Distributed Computing Systems (ICDCS), Glasgow, UK, 20-23 July 2025, pp. 81-86. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00020)

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) Distributed Temporal Graph Learning with Provenance for APT Detection in Supply Chains. In: IEEE ICDCS 2025 45th IEEE International Conference on Distributed Computing Systems, Glasgow, Scotland UK, 20-23 July 2025, pp. 372-374. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00071)

Tan, Zhuoran, Wang, Qiyuan ORCID logoORCID: https://orcid.org/0000-0003-2298-7195, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757, Puthiya Parambath, Sham ORCID logoORCID: https://orcid.org/0000-0002-5338-9385, Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 and Temple, Sam (2025) Distributed Log-driven Anomaly Detection System Based on Evolving Decision Making. In: 45th IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2025), Glasgow, UK, 20-23 July 2025, pp. 231-236. ISBN 9798331517250 (doi: 10.1109/ICDCSW63273.2025.00045)

Tan, Zhuoran, Anagnostopoulos, Christos ORCID logoORCID: https://orcid.org/0000-0003-1517-6757 and Singer, Jeremy ORCID logoORCID: https://orcid.org/0000-0001-9462-6802 (2025) OSPtrack: A Labeled Dataset Targeting Simulated Execution of Open-Source Software. In: 22nd International Conference on Mining Software Repositories (MSR 2025), Ottowa, Canada, 28-29 April 2025, pp. 659-663. ISBN 9798331501839 (doi: 10.1109/MSR66628.2025.00102)

This list was generated on Thu Aug 27 20:47:51 2026 BST.

Supervisors