The EU is actively exploring how AI technologies can be developed and adopted in order to improve border control and security. A number of applications for biometric identification, emotion detection, risk assessment and migration monitoring have already been deployed or tested at EU borders. AI technologies may bring important benefits for border control and security, such as increased efficiency, better fraud-detection and risk analysis. However, these powerful technologies also pose significant challenges, related in particular to their insufficient or varying accuracy and the multiple fundamental rights risks they entail (including bias and discrimination risks, data protection and privacy risks, and the risk of unlawful profiling).