Towards A Multi-Tiered Knowledge-Based System for Autonomous Cloud Security Auditing. - Saad Khan 001; Simon Parkinson (AAAI Workshops, 2017)

Security auditing in the fog. - Simon Parkinson; Yongrui Qin; Saad Khan 001; Mauro Vallati (ICC, 2017)

Causal Connections Mining Within Security Event Logs. - Saad Khan 001; Simon Parkinson (K-CAP, 2017)

A Multi-layered Cloud Protection Framework. - Saad Khan 001; Simon Parkinson; Andrew Crampton (UCC (Companion"), 2017)

Fog computing security: a review of current applications and security solutions. - Saad Khan 001; Simon Parkinson; Yongrui Qin (J. Cloud Comput., 2017)

Eliciting and utilising knowledge for security event log analysis: An association rule mining and automated planning approach. - Saad Khan 001; Simon Parkinson (Expert Syst. Appl., 2018)

Identifying irregularities in security event logs through an object-based Chi-squared test of independence. - Simon Parkinson; Saad Khan 001 (J. Inf. Secur. Appl., 2018)

Review into State of the Art of Vulnerability Assessment using Artificial Intelligence. - Saad Khan 001; Simon Parkinson (Guide to Vulnerability Analysis for Computer Networks and Systems, 2018)

Automated Planning of Administrative Tasks Using Historic Events: A File System Case Study. - Saad Khan 001; Simon Parkinson (Guide to Vulnerability Analysis for Computer Networks and Systems, 2018)

Creeper: a tool for detecting permission creep in file system access controls. - Simon Parkinson; Saad Khan 001; James Bray; Daiyaan Shreef (Cybersecur., 2019)

Discovering and utilising expert knowledge from security event logs. - Saad Khan 001; Simon Parkinson (J. Inf. Secur. Appl., 2019)

Discovering and utilising expert knowledge from security event logs. - Saad Ullah Khan 001 (2019)

Low-cost fitness and activity trackers for biometric authentication. - Saad Khan 001; Simon Parkinson; Na Liu; Liam Grant (J. Cybersecur., 2020)

Biometric Systems Utilising Health Data from Wearable Devices: Applications and Future Challenges in Computer Security. - Saad Khan 001; Simon Parkinson; Liam Grant; Na Liu; Stephen McGuire (ACM Comput. Surv., 2021)

Password policy characteristics and keystroke biometric authentication. - Simon Parkinson; Saad Khan 001; Andrew Crampton; Qing Xu 002; Weizhi Xie; Na Liu; Kyle Dakin (IET Biom., 2021)

OCEAN: A Non-Conventional Parameter Free Clustering Algorithm Using Relative Densities of Categories. - Iffat Gheyas; Simon Parkinson; Saad Khan 001 (Int. J. Pattern Recognit. Artif. Intell., 2021)

On the Variability in the Application and Measurement of Supervised Machine Learning in Cyber Security. - Omar Alshaikh; Simon Parkinson; Saad Khan 001 (UbiSec, 2022)

Multi-Mobile Agent Security by Design Itinerary Planning Approach in Wireless Sensor Network. - Saad Khan 001; Tariq A. A. Alsboui; Richard Hill; Hussain Al-Aqrabi (UbiSec, 2022)

Identifying high-risk over-entitlement in access control policies using fuzzy logic. - Simon Parkinson; Saad Khan 001 (Cybersecur., 2022)

Automated Planning to Prioritise Digital Forensics Investigation Cases Containing Indecent Images of Children. - Saad Khan 001; Simon Parkinson; Monika Roopak; Rachel Armitage; Andrew Barlow (ICAPS, 2023)

A Survey on the Detection and Impacts of Deepfakes in Visual, Audio, and Textual Formats. - Rami Mubarak; Tariq A. A. Alsboui; Omar Alshaikh; Isa Inuwa-Dutse; Saad Khan 001; Simon Parkinson (IEEE Access, 2023)

A Survey on Empirical Security Analysis of Access-control Systems: A Real-world Perspective. - Simon Parkinson; Saad Khan 001 (ACM Comput. Surv., 2023)

An empirical analysis of keystroke dynamics in passwords: A longitudinal study. - Simon Parkinson; Saad Khan 001; Alexandru-Mihai Badea; Andrew Crampton; Na Liu; Qing Xu 002 (IET Biom., 2023)

Comparison of deep learning classification models for facial image age estimation in digital forensic investigations. - Monika Roopak; Saad Khan 001; Simon Parkinson; Rachel Armitage (Forensic Sci. Int. Digit. Investig., 2023)

Context-based irregular activity detection in event logs for forensic investigations: An itemset mining approach. - Saad Khan 001; Simon Parkinson; Craig Murphy (Expert Syst. Appl., 2023)

Cybersecurity Education and Awareness Among Parents and Teachers: A Survey of Bahrain. - Mohamed Ayyash; Tariq A. A. Alsboui; Omar Alshaikh; Isa Inuwa-Dutse; Saad Khan 001; Simon Parkinson (IEEE Access, 2024)

Exploring perceptions of decision-makers and specialists in defensive machine learning cybersecurity applications: The need for a standardised approach. - Omar Alshaikh; Simon Parkinson; Saad Khan 001 (Comput. Secur., 2024)

An unsupervised approach for the detection of zero-day distributed denial of service attacks in Internet of Things networks. - Monika Roopak; Simon Parkinson; Gui Yun Tian; Yachao Ran; Saad Khan 001; Balasubramaniyan Chandrasekaran (IET Networks, 2024)

The Emerging Challenges of Wearable Biometric Cryptosystems. - Khalid Al Ajlan; Tariq Alsboui; Omar Alshaikh; Isa Inuwa-Dutse; Saad Khan 001; Simon Parkinson (Cryptogr., 2024)

Offender Characterization and Prediction: A Case Study of the Kingdom of Bahrain. - Ebrahim Jaffar Alasfoor; Omar Alshaikh; Isa Inuwa-Dutse; Saad Khan 001; Simon Parkinson (IEEE Access, 2025)

A contextual framework to standardise the communication of machine learning cyber security characteristics. - Omar Alshaikh; Simon Parkinson; Saad Khan 001 (Comput. Stand. Interfaces, 2025)

A survey of deep learning for face presentation attack detection. - Mohammadreza Sheikh Fathollahi; Simon Parkinson; Richard Hill; Saad Khan 001 (Neurocomputing, 2025)

LLM-based event log analysis techniques: A survey. - Siraaj Akhtar; Saad Khan 001; Simon Parkinson (CoRR, 2025)