Related Experiment Video
Updated: Jan 16, 2026

Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions
Published on: December 1, 2020
BAKE: a novel framework for iterative security design for identifying criminally-exploitable vulnerabilities in
Mariam Elgabry1,2,3, Darren Nesbeth2, Paul Ekblom1,4
1DAWES Center for Future Crime at UCL, Jill Dando Institute for Security and Crime Science, 35 Tavistock Square, London, WC1H 9EZ UK.
Emerging in-body health monitoring devices present security risks. A novel BAKE framework integrating hackathons and Delphi processes helps identify vulnerabilities early in design, enhancing biotechnology security.
Area of Science:
- Biotechnology and Cybersecurity
- Medical Device Security
- Cyber-Physical Systems
Background:
- In-body monitoring devices, including ingestible technologies, are advancing personalized health.
- Security and crime implications of these bio-electronic devices are often overlooked during development.
- Proactive identification of vulnerabilities is crucial for safeguarding emerging medical technologies.
Purpose of the Study:
- To develop and deploy a hybrid framework (BAKE) combining hackathon and Delphi processes.
- To capture expert insights on risks associated with in-body monitoring devices.
- To demonstrate the utility of BAKE in identifying criminally-exploitable vulnerabilities early in the design lifecycle.
Main Methods:
- Utilized a hybrid hackathon-Delphi framework, named BAKE, for expert engagement and scenario building.
- Convened four expert groups to identify crime forms, secure design principles, and governance mechanisms.
- Included non-traditional experts and early-career researchers to broaden threat identification.
Main Results:
- Identified four distinct crime forms, including corporate exploitation and data breaches.
- Recognized five secure-by-design principles (e.g., end-to-end encryption) and four governance mechanisms (e.g., independent bodies).
- Highlighted the value of diverse expertise in uncovering complex cyber-physical device threats.
Conclusions:
- The BAKE framework effectively integrates expert knowledge to address security risks in emerging biotechnology.
- Embedding Delphi processes within hackathons promotes secure-by-design thinking early in the product development lifecycle.
- This approach is vital for mitigating criminal exploitation of medical products and services.
More Related Videos
10:42Design to Implementation Study for Development and Patient Validation of Paper-Based Toehold Switch Diagnostics
Published on: June 17, 2022
05:08Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
Published on: July 8, 2025
Related Concept Videos
Biopharmaceutical Factors Influencing Drug Product Design: Overview
Synthetic Biology
Golden rice
Golden rice is a genetically modified...
Drug Products: Biologics, Biosimilars and Interchangeables