Positioning, as one of the prime components of Context, has been a driving factor in the development of ubiquitous computing applications throughout the past two decades. Based on the Redundant Positioning architecture, this paper discusses the issues of exchanging positioning data between applications and between different administrative domains, with a focus on implementing security and privacy concepts in a self-learning and self-adapting autonomic systems environment.