Adversarial Testing for Low-cost Sensors
#open
Short summary: We evaluate simple noise injection attacks on community IoT sensors and propose a lightweight detection heuristic.
Gina Resilience Lab
Responsible AI & Cybersecurity Research for Resilient Communities
At Gina Resilience Lab, we research and build practical defenses, tools and policies that help organisations and communities withstand modern digital threats. Our work is grounded in real-world impact, trustworthy AI and capacity-building, empowering businesses to navigate today's cybersecurity landscape.
Active projects
12
Community workshops
8
Partners
15+
Tagline: From Cyber Threats to Resilient Futures
Lab Snapshot
Applied research • Responsible AI • Incident Response • SME Enablement
Mission & Focus
Resilience, AI & Security
What we do
- Applied research in adversarial ML, threat detection and incident response.
- Training and capacity building.
- Audit and advisory services for responsible AI deployments.
Blogs & Publications
Recent posts
SME Cyber Hygiene: A Case Study
#sme
Summary: Findings from a 6-week intervention with 12 local small businesses improving password and patching practices.
Portfolio & Tools
Selected prototypes and tool releases from the lab.
SN
ShieldNet Monitor
A compact daemon for sensor anomaly detection and alerting.
SME
SME Security Toolkit
A downloadable checklist and scripts to help small businesses assess risk quickly.
FA
Fair-AI Auditor
Notebook and simple CLI to run fairness and robustness checks on classification models.
ED
Community Labs
Workshop materials and slide decks used with local partners.
Contact & Collaboration
Interested in research collaboration, workshops, or partnering with our us? We prioritise communities and SME partnerships. Reach out, to connect with us.
Research Lead
Regina Dumba (Founder & Research Lead)
Washington D.C, USA