activity
20242026
most citedLLM-based event log analysis techniques: A survey

3 citations · 3 across the 3 of their papers we have counts for

collaborators

6 papers

cs.CV2026

Caption-Mediated Perceived-Safety Estimation for Pedestrian Routing

Simon Parkinson, Paloma Liu, Wei Zheng +1

This paper presents an explainable approach to pedestrian routing, in which perceived safety is estimated from street-level imagery through an explicit natural-language intermediat…

cs.CR2026

Template Ageing and Longitudinal Verification in Fixed-Text Keystroke Dynamics: A Subject-Disjoint Study Across Eight Weeks

Simon Parkinson, Saad Khan, Na Liu +1

Behavioural biometric templates are widely believed to degrade as the gap between enrolment and verification grows, but few studies measure this template ageing effect directly und…

cs.CV2026

Parameter-Efficient Domain Adaption for CSI Crowd-Counting via Self-Supervised Learning with Adapter Modules

Oliver Custance, Saad Khan, Simon Parkinson +1

Device-free crowd-counting using WiFi Channel State Information (CSI) is a key enabling technology for a new generation of privacy-preserving Internet of Things (IoT) applications.…

cs.CV2026

Why Commodity WiFi Sensors Fail at Multi-Person Gait Identification: A Systematic Analysis Using ESP32

Oliver Custance, Saad Khan, Simon Parkinson

WiFi Channel State Information (CSI) has shown promise for single-person gait identification, raising interest in its use for contactless biometrics, continuous authentication, and…

cs.AI2025★ 3 cited

LLM-based event log analysis techniques: A survey

Siraaj Akhtar, Saad Khan, Simon Parkinson

Event log analysis is an important task that security professionals undertake. Event logs record key information on activities that occur on computing devices, and due to the subst…

cs.HC2024

Cognitive Effort Measures Driven by Fixation Induced Retinal Flow in Visual Scanning Behavior during Virtual Driving

Runlin Zhang, Qing Xu, Simon Parkinson +2

In this paper, we consider the problem of visual scanning mechanism underpinning sensorimotor tasks, such as walking and driving, in dynamic environments. We exploit eye tracking d…