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Enhancing the Security, Privacy and Robustness of AI Models and Systems (SecureAI) is sponsored by European Commission — Horizon Europe. Expected Outcome: Proposals are expected to contribute to one or more of the following: Robust AI models and systems capable of resisting different classes of adversarial manipulation; Innovative defence mechanisms for AI models and systems against new attack families; Methodologies for detecting and mitigating attacks, such as data poisoning, backdoor exploitation and misclassification; AI systems leveraging privacy-enhancing technologies that maintain data confidentiality and regulatory compliance, enabling trusted in-house AI deployments (e.g., for governments and enterprises). Scope: The increasing reliance on AI in cybersecurity, critical infrastructure, and decision-making processes raises concerns about the security and robustness of AI systems. As AI systems become more prevalent, they are increasingly targeted by adversarial attacks that manipulate inputs, compromise training data, or introduce hidden vulnerabilities. This topic aims to strengthen the resilience of AI systems and algorithms against various threats and attacks, such as enhancing their resilience against adversarial attacks, backdoor injections, and data poisoning. Proposals should develop real-time anomaly detection, mitigation techniques to defend against adversarial attacks and robust federated learning techniques, in synergies with leading efforts on AI transparency, and in compliance with the AI Act. The topic is expected to: Develop robust AI models resistant to adversarial attacks. Exploring techniques to harden AI models and systems against adversarial perturbations, such as adversarial training, robust optimisation, and defence mechanisms that enhance the trustworthiness of AI. Improve detection of manipulated or poisoned training data. Advancing methodologies to identify and mitigate compromised datasets, leveraging techniques such as anomaly detection, provenance tracking, and automated data validation mechanisms. Address the concept of Private AI by developing mechanisms that enable AI models to be trained, deployed and operated in privacy-preserving environments, particularly for sensitive use cases, as for example for government and enterprise settings. This includes ensuring AI computations and data remain within trusted execution boundaries (e.g. on-premise or regulated cloud environments), and leveraging existing and emerging privacy-enhancing techniques such as federated learning, secure aggregation, computing on encrypted data, quantum-safe homomorphic encryption and secure inference in deep learning to safeguard the protection of personal and other sensitive data throughout the AI lifecycle.
Programme areas: Horizon Europe (HORIZON), Global Challenges and European Industrial Competitiveness, Civil Security for Society, Cybersecurity
Keywords: Artificial Intelligence & Decision support, Artificial intelligence, Artificial intelligence, intelligent systems, multi agent systems, Cybersecurity, Cybersecurity Domains, Data Security and Privacy, Security Management and Governance, Security support in programming environments, AI Act, AI transparency, Private AI, adversarial training, adversarial attacks, anomaly detection, automated data validation, federated learning techniques, privacy-preserving environment, provenance tracking, quantum-safe homomorphic encryption, real-time anomaly detection, resilience of AI systems, secure aggregation, security and robustness of AI systems
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Or search similar grants →According to the current listing, eligibility includes: Open to legal entities established in EU Member States and countries associated to Horizon Europe (including EEA/EFTA countries, and other associated third countries). Action type: HORIZON-IA HORIZON Innovation Actions. Additional conditions: "> General conditions 1. Admissibility Conditions: Proposal page limit and layout described in Annex A and Annex E of the Horizon Europe Work Programme General Annexes. Proposal page limits and layout: described in Part B of the Application Form available in the Submission System. 2. Eligible Countries described in Annex B of the Work Programme General Annexes. A number of non-EU/non-Associated Countries that are not automatically eligible for funding have made specific provisions for making... See the official call documentation on the F&T Portal for full eligibility criteria and participation rules. Confirm the full requirements in the official notice before applying.
Applications for Enhancing the Security, Privacy and Robustness of AI Models and Systems (SecureAI) are due September 15, 2026. Build your timeline backwards from this date to cover registrations, approvals, and final submission checks.
Enhancing the Security, Privacy and Robustness of AI Models and Systems (SecureAI) is funded by European Commission — Horizon Europe. Verify program details on the funder's official page before applying.
Start from the official opportunity page linked in this listing — it carries the sponsor's submission instructions.
The European Capital of Innovation Award iCapital Category HORIZON-EIC-2026-ICAPITAL is sponsored by European Commission — Horizon Europe. Expected Impact: The European Capital of Innovation Awards aim to champion inspiring cases of municipality-enabled innovation flourishing in cities. The Awards are a prestigious recognition for city administrators who are courageous enough to open up their governance practices to experimentation, to boost innovation by all means, to be a role model for other cities, and to push the boundaries of technology for the benefit of their citizens. In addition to the monetary reward, the prize brings high visibility in the form of renewed public interest and increased media coverage. A European prize to the most innovative cities ecosystems. The award will raise the profile of the cities that have developed and implemented innovative policies; established frameworks that boost breakthrough innovation; enhanced the city attractiveness towards investors, industry, enterprises and talents; helped to open up connections and strengthen links with other cities, promoting the replication of best practices in the innovation field; enhanced citizens’ involvement in the decision-making process; and supported cities resilience. Expected Outcome: The European Capital of Innovation Awards aim to champion inspiring cases of municipality-enabled innovation flourishing in cities. The Awards are a prestigious recognition for city administrators who are courageous enough to open up their governance practices to experimentation, to boost innovation by all means, to be a role model for other cities, and to push the boundaries of technology for the benefit of their citizens. In addition to the monetary reward, the prize brings high visibility in the form of renewed public interest and increased media coverage. A European prize to the most innovative cities ecosystems. The award will raise the profile of the cities that have developed and implemented innovative policies; established frameworks that boost breakthrough innovation; enhanced the city attractiveness towards investors, industry, enterprises and talents; helped to open up connections and strengthen links with other cities, promoting the replication of best practices in the innovation field; enhanced citizens’ involvement in the decision-making process; and supported cities resilience. Objective: The traditional city innovation ecosystem is opening to new models of innovation engaging citizens, ensuring their involvement in the decision-making process, and reinforcing democracy and rights. An increasing number of cities are acting as test beds for innovation and run people-driven initiatives to find solutions to societal challenges, such as climate change, digitalisation, sustainable growth or social cohesion, including through new endeavours such as nature-based solutions and EU Missions The public domain is particularly challenged with finding effective ways to ensure the mainstreaming of these practices into the ordinary urban development process. Successful practices are particularly crucial to enhance the city’s capacity to attract and retain new resources, funds and talents to stimulate the growth of breakthrough innovations. Moreover, collaboration and strengthening synergies among innovation ecosystems boost cities’ development and resilience to tackle urban challenges and inspires many other cities follow a similar path. The New European Innovation Agenda207 sets out a vision for harnessing the power of innovation to drive economic growth, social progress, and contribute to the green and digital transition in Europe. The agenda emphasizes the need for strategic investments in key technologies, including deep tech, and for strengthening and better connecting innovation ecosystems through stronger collaboration between regions, to close the innovation divide. For this reason, the European Capital of Innovation Awards will recognize the cities’ role as catalysers of the local innovation ecosystem and will stimulate new activities aimed at boosting game-changing innovation. Programme areas: Horizon Europe (HORIZON), Innovative Europe, The European Innovation Council (EIC)
The European Capital of Innovation Award Rising Innovator Category HORIZON-EIC-2026-PRIZE-ICAPITAL is sponsored by European Commission — Horizon Europe. Expected Impact: The European Capital of Innovation Awards aim to champion inspiring cases of municipality-enabled innovation flourishing in cities. The Awards are a prestigious recognition for city administrators who are courageous enough to open up their governance practices to experimentation, to boost innovation by all means, to be a role model for other cities, and to push the boundaries of technology for the benefit of their citizens. In addition to the monetary reward, the prize brings high visibility in the form of renewed public interest and increased media coverage. A European prize to the most innovative cities ecosystems. The award will raise the profile of the cities that have developed and implemented innovative policies; established frameworks that boost breakthrough innovation; enhanced the city attractiveness towards investors, industry, enterprises and talents; helped to open up connections and strengthen links with other cities, promoting the replication of best practices in the innovation field; enhanced citizens’ involvement in the decision-making process; and supported cities resilience. Expected Outcome: The European Capital of Innovation Awards aim to champion inspiring cases of municipality-enabled innovation flourishing in cities. The Awards are a prestigious recognition for city administrators who are courageous enough to open up their governance practices to experimentation, to boost innovation by all means, to be a role model for other cities, and to push the boundaries of technology for the benefit of their citizens. In addition to the monetary reward, the prize brings high visibility in the form of renewed public interest and increased media coverage. A European prize to the most innovative cities ecosystems. The award will raise the profile of the cities that have developed and implemented innovative policies; established frameworks that boost breakthrough innovation; enhanced the city attractiveness towards investors, industry, enterprises and talents; helped to open up connections and strengthen links with other cities, promoting the replication of best practices in the innovation field; enhanced citizens’ involvement in the decision-making process; and supported cities resilience. Objective: The traditional city innovation ecosystem is opening to new models of innovation engaging citizens, ensuring their involvement in the decision-making process, and reinforcing democracy and rights. An increasing number of cities are acting as test beds for innovation and run people-driven initiatives to find solutions to societal challenges, such as climate change, digitalisation, sustainable growth or social cohesion, including through new endeavours such as nature-based solutions and EU Missions The public domain is particularly challenged with finding effective ways to ensure the mainstreaming of these practices into the ordinary urban development process. Successful practices are particularly crucial to enhance the city’s capacity to attract and retain new resources, funds and talents to stimulate the growth of breakthrough innovations. Moreover, collaboration and strengthening synergies among innovation ecosystems boost cities’ development and resilience to tackle urban challenges and inspires many other cities follow a similar path. The New European Innovation Agenda207 sets out a vision for harnessing the power of innovation to drive economic growth, social progress, and contribute to the green and digital transition in Europe. The agenda emphasizes the need for strategic investments in key technologies, including deep tech, and for strengthening and better connecting innovation ecosystems through stronger collaboration between regions, to close the innovation divide. For this reason, the European Capital of Innovation Awards will recognize the cities’ role as catalysers of the local innovation ecosystem and will stimulate new activities aimed at boosting game-changing innovation. Programme areas: Horizon Europe (HORIZON), Innovative Europe, The European Innovation Council (EIC)
ERC ADVANCED GRANTS is sponsored by European Commission — Horizon Europe. Expected Outcome: Objectives and profile of the ERC Advanced Grant Principal Investigator The objective of the Advanced Grant is to support excellent Principal Investigators that are established research leaders. An ERC Advanced Grant Principal Investigator is expected to be an active researcher with a track record of significant research achievements. Size of ERC Advanced Grants Advanced Grants may be awarded up to a maximum of EUR 2 500 000 for a period of 5 years . The maximum amount of the grants is reduced pro rata temporis for projects of a shorter duration. Additional funding up to EUR 1 000 000 * can be requested to cover further eligible costs (e.g. start-up costs, major equipment, access to large facilities, major experimental and field work costs) when these are necessary to carry out the proposed work. The requests for additional funding must be duly justified in the proposal. Additional funding is not subject to pro rata temporis reduction for projects of shorter duration. * Except for Principal Investigators in Starting, Consolidator, or Advanced Grant re-locating to the EU or an Associated Country from elsewhere to take up their ERC grant. In this case, the maximum additional funding shall be EUR 2 000 000. The Advanced Grant is awarded as a single lump sum contribution for the entirety of the project (broken down by beneficiaries – where applicable) based on a realistic estimate of the actual cost of the project, and fully covering the work to be implemented in the proposed action. For further information, please see the ERC Work Programme 2026 . Programme areas: Horizon Europe (HORIZON), Excellent Science, European Research Council (ERC) Keywords: Advanced Grant, ERC, European Research Council, Excellent Science, Frontier Research
NVIDIA Graduate Fellowship Program is a grant from NVIDIA providing up to $60,000 per award to PhD students conducting research that advances accelerated computing and its applications. Now in its 25th year, the program invites nominations from doctoral students pushing the boundaries of artificial intelligence, robotics, autonomous vehicles, and related fields. Recipients receive not only research funding but also access to NVIDIA technology, products, and engineering expertise, along with a mandatory in-person summer internship. Students are nominated by their faculty advisors and selected based on academic achievement and research area alignment.
CalSEED Concept Award is a grant from the California Energy Commission that provides $150,000 in funding to early-stage clean energy innovators in California. The program targets individuals, businesses, and nonprofits developing hardware, software, or integrated solutions at Technology Readiness Levels 2-4. Eligible technology areas rotate each cycle and have included battery recycling and reuse, long-duration energy storage, medium- and heavy-duty vehicle electrification, industrial electrification, and advanced EV charging. Applicants must be located in California, have under $1 million in private funding, and propose innovations that benefit California ratepayers. Concept Award winners also receive professional development resources and access to accelerator programs, and may compete for a subsequent $450,000 Prototype Award.
NIST SBIR Phase I - Advanced Manufacturing and Robotics is sponsored by National Institute of Standards and Technology. NIST SBIR Phase I - Advanced Manufacturing and Robotics is a grant from the National Institute of Standards and Technology (NIST) that funds small businesses with innovative research and technology ideas in advanced manufacturing and robotics.
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