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107 results

A Stateful Mechanism for the Tree-Rule Firewall

Conference Proceeding
Chomsiri, T., He, X., Nanda, P., & Tan, Z. (2014)
A Stateful Mechanism for the Tree-Rule Firewall. In 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, (122-129). https://doi.org/10.1109/trustcom.2014.20
In this paper, we propose a novel connection tracking mechanism for Tree-rule firewall which essentially organizes firewall rules in a designated Tree structure. A new firewal...

A Robust Authentication Scheme for Observing Resources in the Internet of Things Environment

Conference Proceeding
Jan, M. A., Nanda, P., He, X., Tan, Z., & Liu, R. P. (2014)
A Robust Authentication Scheme for Observing Resources in the Internet of Things Environment. In 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, (205-211). https://doi.org/10.1109/trustcom.2014.31
The Internet of Things is a vision that broadens the scope of the internet by incorporating physical objects to identify themselves to the participating entities. This innovat...

A Novel Feature Selection Approach for Intrusion Detection Data Classification

Conference Proceeding
Ambusaidi, M. A., He, X., Tan, Z., Nanda, P., Lu, L. F., & Nagar, U. T. (2014)
A Novel Feature Selection Approach for Intrusion Detection Data Classification. https://doi.org/10.1109/trustcom.2014.15
Intrusion Detection Systems (IDSs) play a significant role in monitoring and analyzing daily activities occurring in computer systems to detect occurrences of security threats...

Enhancing Big Data Security with Collaborative Intrusion Detection

Journal Article
Tan, Z., Nagar, U. T., He, X., Nanda, P., Liu, R. P., Wang, S., & Hu, J. (2014)
Enhancing Big Data Security with Collaborative Intrusion Detection. IEEE cloud computing, 1(3), 27-33. https://doi.org/10.1109/mcc.2014.53
Big data, often stored in cloud networks, is changing our business models and applications. Rich information residing in big data is driving business decision making to be a d...

A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis

Journal Article
Tan, Z., Jamdagni, A., He, X., Nanda, P., & Ping Liu, R. (2014)
A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis. IEEE Transactions on Parallel and Distributed Systems, 25(2), 447-456. https://doi.org/10.1109/tpds.2013.146
Interconnected systems, such as Web servers, database servers, cloud computing servers and so on, are now under threads from network attackers. As one of most common and aggre...

Improving cloud network security using the Tree-Rule firewall

Journal Article
He, X., Chomsiri, T., Nanda, P., & Tan, Z. (2014)
Improving cloud network security using the Tree-Rule firewall. Future Generation Computer Systems, 30, 116-126. https://doi.org/10.1016/j.future.2013.06.024
This study proposes a new model of firewall called the ‘Tree-Rule Firewall’, which offers various benefits and is applicable for large networks such as ‘cloud’ networks. The r...

Generation of Network Behaviour Descriptions Using MCA Based on TAM

Presentation / Conference
Tan, Z. (2013, March)
Generation of Network Behaviour Descriptions Using MCA Based on TAM. Paper presented at Kaspersky Lab's 2013 Annual Student Cyber Security Conference, Singapore
In this paper, a multivariate correlation analysis technique based on triangle area map is introduced. The technique is applied for network traffic characterization and provid...

A nonlinear correlation measure for Intrusion Detection

Presentation / Conference
Ambusaidi, M., Lu, L. F., He, X., Tan, Z., Jamdagni, A., & Nanda, P. (2012, November)
A nonlinear correlation measure for Intrusion Detection. Paper presented at The 7th International Conference on Frontier of Computer Science and Technology (FCST-12
The popularity of using internet contains some risks of network attacks. It has attracted the attention of many researchers to overcome this problem. One of the effective ways...

RePIDS: A multi tier Real-time Payload-based Intrusion Detection System

Journal Article
Jamdagni, A., Tan, Z., He, X., Nanda, P., & Liu, R. P. (2013)
RePIDS: A multi tier Real-time Payload-based Intrusion Detection System. Computer Networks, 57(3), 811-824. https://doi.org/10.1016/j.comnet.2012.10.002
Intrusion Detection System (IDS) deals with huge amount of network traffic and uses large feature set to discriminate normal pattern and intrusive pattern. However, most of ex...

Evaluation on multivariate correlation analysis based denial-of-service attack detection system

Conference Proceeding
Tan, Z., Jamdagni, A., Nanda, P., He, X., & Liu, R. P. (2012)
Evaluation on multivariate correlation analysis based denial-of-service attack detection system. In SecurIT '12 Proceedings of the First International Conference on Security of Internet of Things, 160-164. https://doi.org/10.1145/2490428.2490450
In this paper, a Denial-of-Service (DoS) attack detection system is explored, where a multivariate correlation analysis technique based on Euclidean distance is applied for ne...
6 results

Evaluation of Federated Machine Unlearning using Membership Inference Attacks

2023 - 2026
Federated Learning (FL) is a type of distributed Machine Learning (ML) training technique that allows for accurate predictions without sharing sensitive data. This is possible, as FL allows everyone t...
Funder: Carnegie Trust for the Universities of Scotland | Value: £73,564

Behaviour profiling using Touch-based Behavioural Biometrics for Continuous Authentication Systems

2022 - 2022
Authenticating smartphone users from distinct behavioural biometric patterns provided through human interactions on touch screens would allow users to be continuously authenticated on their devices wh...
Funder: The Scottish Informatics & Computer Science Alliance | Value: £923

Divulging the Secrets of Artificial Intelligence

2022 - 2022
Digital Infrastructures are complex systems that are built upon computing and communication hardware, and whose resilience is undermined by the security of its hardware building blocks, which has not ...
Funder: The Scottish Informatics & Computer Science Alliance | Value: £2,500

Security and Privacy in Vehicular Ad-hoc Networks

2022 - 2024
The great leap forward in wireless communications technology drives the recent advancements of Vehicular Ad hoc NETworks (VANETs). As a key part of the Intelligent Transportation Systems (ITS) framewo...
Funder: Royal Society | Value: £12,000

Repairing Polluted Artificial Intelligent Systems with Machine Unlearning

2019 - 2021
This project is intended to seek in-depth understanding of the new promising decentralised machine learning scheme, namely federated learning, and develop a proof-of-concept algorithm-independent unle...
Funder: ENU Development Trust | Value: £29,998

MemoryCrypt

2019 - 2020
The usage of encryption keys is an important aspect in preserving privacy in communications. Increasingly these communications are protected using SSL/TLS methods. Along with this, there is a general ...
Funder: The Scottish Informatics & Computer Science Alliance | Value: £10,759

Date


Qualification level

16 results

Digital Forensic Triage Methods for Prioritization, based on Computer System and User Classification

2024 - date
Mark McLeod | Director of Studies: Dr Sean McKeown | Second Supervisor: Rich Macfarlane

Decentralized Finance (DeFi) Compositions and Derivatives on Blockchains: A Comprehensive Analysis, Design Framework, and Risk Assessment

2023 - date
Trevor Oakley | Director of Studies: Dr Zakwan Jaroucheh | Second Supervisor: Dr Thomas Tan

Evaluation of Federated Machine Unlearning using Membership Inference Attacks

2023 - date
Jordan Wylie | Director of Studies: Dr Thomas Tan | Second Supervisor: Prof Amir Hussain

Implement "Right to be forgotten" with machine unlearning

2022 - date
Michael Orme | Director of Studies: Dr Thomas Tan | Second Supervisor: Dr Yanchao Yu

Natural Language Interfaces to support career decision-making of young people

2021 - date
Exploring how natural language interfaces can be used to support young people with career decision making, including ethics...
Marianne Wilson | Director of Studies: Dr David Brazier | Second Supervisor: Dr Dimitra Gkatzia

Divulging the Secrets of Artificial Intelligence

2021 - date
Mr Yanfei Zhu | Director of Studies: Dr Thomas Tan | Second Supervisor: Dr Chan Hwang See

Internationalisation-at-home for Computing & Engineering: the experience of a non-first-tier Chinese university

2020 - date
Lijuan Luo | Director of Studies: Dr Peter Cruickshank | Second Supervisor: Dr Kendall Richards

Metaskills Maturity for future workplaces

2019 - date
Katherine Stephen | Director of Studies: Dr David Brazier | Second Supervisor: Prof Hazel Hall

Cyberbullying detection approach using pre-trained models and contrastive self-supervised learning for data augmentation

2019 - date
Lulwah Alharigy | Director of Studies: Dr Naghmeh Moradpoor Sheykhkanloo | Second Supervisor: Dr Thomas Tan

From algorithm selection to generation using deep learning

2018 - 2022
Mhd Rateb Mhd Ziad Alissa | Director of Studies: Dr Kevin Sim | Second Supervisor: Prof Emma Hart

Date