3 papers
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.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.AI2025
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…