The Copernicus Security Service (CSS), a key component in advancing the European Union’s goals in security, law enforcement, and international engagement has long relied on Earth Observation (EO) data—collected from a constellation of satellites using optical, radar, and infrared sensors—to monitor borders, maritime zones, and external theatres. This data feeds into the operations of key agencies like FRONTEX, EMSA, EFCA, and SatCen, helping them detect risks and coordinate responses.
Despite its strengths, satellite data alone often proves insufficient, and its effectiveness is constrained by satellite orbits, cloud cover, and signal limitations, leading to gaps in coverage and delays in intelligence delivery. The CSS Strategic Research Agenda has acknowledged that Earth Observation data alone is not sufficient and must be integrated with additional information sources to generate meaningful and operationally valuable insights.
In recent years, the rise of Artificial Intelligence and Machine Learning (AI/ML) has opened new opportunities to address these gaps. These technologies enable the integration of diverse and heterogeneous data sources—not only satellite imagery but also environmental measurements, geomatics data, self-declared signals like AIS, social media feeds, and open-source intelligence. This fusion can produce near real-time insights with high relevance and low latency, particularly valuable in time-critical contexts like maritime surveillance, illegal fishing, oil spills, and search-and-rescue operations.
In this context, AI4COPSEC was launched to demonstrate how cutting-edge AI/ML techniques can transform security monitoring and response. By developing models that combine deep learning, self-supervised learning, and GeoAI, the project aims to improve existing Copernicus services and enable new capabilities. These include detecting small or non-metallic vessels, modelling drift patterns for emergency response, and generating timely alerts from integrated data streams. Through this work, AI4COPSEC seeks to significantly enhance the speed, accuracy, and operational value of EU security and surveillance activities.
