Competitions
Secure Your AI competitions¶
As a follow-up of the project, we organize a series of challenges covering different AI security aspects (i.e., data leakage, data poisoning, model theft, trojan horse attack, overreliance, and misinformation) and data modalities (satellite telemetry, natural language, and computer vision).
Trojan Horse Hunt in Time Series Forecasting (29.05.2025 - 29.08.2025)¶
Main task: To identify triggers hidden in AI models for time series forecasting
Space application area: Spacecraft telemetry monitoring
Covered risks from our Security Catalogue: Trojan horse attack, Data leakage, Data poisoning, Model theft
Competition link: https://www.kaggle.com/competitions/trojan-horse-hunt-in-space
Prizes: 1000 USD prize pool, ESA merchandise, Guided ESOC tour
To be presented at: 4th IEEE Conference on Secure and Trustworthy Machine Learning
Summary paper: https://arxiv.org/abs/2603.20108
Fake or Real: The Impostor Hunt in Texts (23.06.2025 - 23.09.2025)¶
Main task: To detect manipulated texts
Space application area: Intelligent assistants and chatbots
Covered risks from our Security Catalogue: Data poisoning, Overreliance
Competition link: https://www.kaggle.com/competitions/fake-or-real-the-impostor-hunt
Prizes: 900 USD prize pool, ESA merchandise
To be presented at: 4th IEEE Conference on Secure and Trustworthy Machine Learning
Space Debris Defence (04.2026 - 07.2026)¶
Main task: To fix a model for space debris detection
Space application area: Space debris monitoring, Space situational awareness
Covered risks from our Security Catalogue: Data poisoning, Trojan horse attack
Competition link: TBA
Prizes: TBA
To be launched at: 10th European Mission Operations Ground Segment Software & Architecture Workshop (ESAW 2026)
To be summarized at: EASi-EXPLIMED workshop at IJCAI-ECAI 2026 conference