6 papers
Two-Way Confidential VMs (2cVM): Collaborative Confidential Computing for Mutually Distrustful Parties
Jordi Thijsman, Merlijn Sebrechts, Stefan Lefever +2
Collaborative computation across organizations is often constrained by the need to process sensitive data and proprietary code without exposing them to untrusted infrastructure or…
TrustMee: Self-Verifying Remote Attestation Evidence
Parsa Sadri Sinaki, Zainab Ahmad, Wentao Xie +4
Remote attestation allows a TEE to attest its own state to a remote party, and is used in the Confidential Computing ecosystem to provide assurance that data and code are available…
AIBoMGen: Generating an AI Bill of Materials for Secure, Transparent, and Compliant Model Training
Wiebe Vandendriessche, Jordi Thijsman, Laurens D'hooge +2
The rapid adoption of complex AI systems has outpaced the development of tools to ensure their transparency, security, and regulatory compliance. In this paper, the AI Bill of Mate…
MOZAIK: A Privacy-Preserving Analytics Platform for IoT Data Using MPC and FHE
Michiel Van Kenhove, Erik Pohle, Leonard Schild +5
The rapid increase of Internet of Things (IoT) systems across several domains has led to the generation of vast volumes of sensitive data, presenting significant challenges in term…
Delta Sum Learning: an approach for fast and global convergence in Gossip Learning
Tom Goethals, Merlijn Sebrechts, Stijn De Schrijver +2
Federated Learning is a popular approach for distributed learning due to its security and computational benefits. With the advent of powerful devices in the network edge, Gossip Le…
Cyber-physical WebAssembly: Secure Hardware Interfaces and Pluggable Drivers
Michiel Van Kenhove, Maximilian Seidler, Friedrich Vandenberghe +7
The rapid expansion of Internet of Things (IoT), edge, and embedded devices in the past decade has introduced numerous challenges in terms of security and configuration management.…