Horizon Cyber: Robust & Private AI Systems
Funds EU teams hardening AI systems against adversarial attacks and building privacy-preserving AI for sensitive government and enterprise use.
Horizon Cyber: Robust & Private AI Systems is a European Commission call that funds EU teams hardening AI systems against adversarial attacks and building privacy-preserving AI for sensitive government and enterprise use. AI is now woven into cybersecurity, critical infrastructure and decision-making — which makes AI itself a target. Attackers manipulate inputs, poison the data a model trains on, …
Building AI models and systems that hold up against adversarial manipulation — attacks that poison training data, hide backdoors, or trick a model into misclassifying — and building privacy-preserving AI that governments and enterprises can run in-house without exposing the underlying data. A proposal can target one or more of: robust models, new defences against emerging attack families, detection of poisoned or backdoored training data, or Private AI using techniques like federated learning, secure aggregation, computation on encrypted data, and secure inference.
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Guides for this application
All guides →Horizon Europe Grants for Startups: A Founder Guide
A practical guide to Horizon Europe grants for startups, including EIC, consortia, eligibility, Funding & Tenders, TRL, budgets, and EU strategy.
BudgetGrant Financials and Co-Funding Evidence: Examples for Startup Applications
See examples of grant financials, match funding evidence, co-funding tables, accountant letters, investor commitments, and budget-to-work-plan checks.
Write proposalHow to Write a Grant Proposal Reviewers Can Score
Learn how to write a grant proposal around reviewer criteria, evidence, work packages, budget logic, and commercialization for deeptech and R&D funding.
DocumentsGrant Work Plan Template: Work Packages, Gantt, Milestones, and Risks
Use this grant work plan template to structure work packages, tasks, owners, deliverables, Gantt timing, dependencies, and risk registers.
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