<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Privacy-Preserving Computation | Emmanuele Zambon @ TU/e</title><link>https://zambo99.github.io/tag/privacy-preserving-computation/</link><atom:link href="https://zambo99.github.io/tag/privacy-preserving-computation/index.xml" rel="self" type="application/rss+xml"/><description>Privacy-Preserving Computation</description><generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><lastBuildDate>Thu, 01 Oct 2026 00:00:00 +0000</lastBuildDate><image><url>https://zambo99.github.io/media/icon_hu01dcd17ab3e278ee5be678daabaf6d01_429407_512x512_fill_lanczos_center_3.png</url><title>Privacy-Preserving Computation</title><link>https://zambo99.github.io/tag/privacy-preserving-computation/</link></image><item><title>LATTICE</title><link>https://zambo99.github.io/project/lattice/</link><pubDate>Thu, 01 Oct 2026 00:00:00 +0000</pubDate><guid>https://zambo99.github.io/project/lattice/</guid><description>&lt;p>&lt;em>Funded by: EU Horizon Europe (HORIZON-CL3-2025-02-CS-ECCC). Grant agreement ID: 101308832&lt;/em>.&lt;/p>
&lt;p>&lt;em>October 2026 &amp;ndash; September 2029&lt;/em>.&lt;/p>
&lt;p>&lt;em>Total EU funding: 5.14M Euro&lt;/em>.&lt;/p>
&lt;p>Attackers coordinate across borders, while defenders often do not: threat information is shared late, if at all, and many organisations stay out of threat-intelligence sharing altogether because of confidentiality and data protection concerns. LATTICE builds a federated layer that allows organisations to detect, decide and respond to threats together, without relying on a central authority and without disclosing sensitive data.&lt;/p>
&lt;p>LATTICE is built around three innovations:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Jury Protocol&lt;/strong>: a graduated, Byzantine-fault-tolerant consensus mechanism through which federated Security Operations Centres jointly decide on escalating responses, from enhanced monitoring to coordinated investigation and full containment;&lt;/li>
&lt;li>&lt;strong>Privacy-preserving correlation&lt;/strong>: secure multi-party computation and zero-knowledge proofs allow organisations to confirm that they are observing the same attack patterns without revealing their detection methods or vulnerable systems;&lt;/li>
&lt;li>&lt;strong>Federated digital twin network&lt;/strong>: shared cyber ranges where organisations can safely rehearse and validate responses before deploying them, lowering costs especially for SMEs.&lt;/li>
&lt;/ol>
&lt;p>The project, coordinated by the Luxembourg Institute of Science and Technology (LIST) with 14 partners across 9 countries, aims to bring the technology from TRL 4 to TRL 7 and validates it through four pilots on live telemetry in Germany, Greece, the Netherlands and Luxembourg, covering cross-sector threat intelligence, hospital protection, real-time SOC coordination, and national CSIRT vulnerability intelligence. Core components will be released as open source under the EUPL.&lt;/p></description></item></channel></rss>