As far as security assessment is concerned, the presented algorithm is new and, according to the authors' knowledge,the first of its kind. Its aim is to assign a level of robustness to each data source according the following security features: integrity, confidentiality, authentication system,privacy. Therefore, the proposed solution does nottackle the security attacks directly, but aims at minimizing the associated risks by letting users and applications be aware of the security and data quality level.