CyberFabric

The CyberFabric project aims to research, design, and implement an integrated framework that unifies three core cybersecurity capabilities into a single end-to-end pipeline:

• assessing and improving the robustness of Artificial Intelligence (AI) models against adversarial manipulation and degraded operating conditions;
• generating and curating synthetic cybersecurity data (tabular data) while systematically quantifying trade-offs in privacy, utility/performance, and similarity/fidelity with respect to original datasets; 
• building reproducible testbeds for Future Internet Architectures (FIAs) to study vulnerabilities, attacks, and countermeasures, with a particular focus on fault tolerance and censorship resilience

Pre-prints

• Heqing Ren, Chao Feng, Alberto Huertas, Burkhard Stiller: AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation; arxiv, arxiv, Zürich, Switzerland, May 2025, URL.

• University of Zurich, IFI, CSG
• Armasuisse
• University of Murcia 

• Prof. Dr. Burkhard Stiller
• Dr. Alberto Huertas Celdrán
• Chao Feng

• Thomas Grübl

• Weijie Niu

Inquiries may be directed to the local Swiss project management:

Prof. Dr. Burkhard Stiller
University of Zürich, IFI
Binzmühlestrasse 14
CH-8050 Zürich
Switzerland

stiller@ifi.uzh.ch
Phone: +41 44 635 75 85
Fax: +41 44 635 68 09