This document is an opinion from the Article 29 Data Protection Working Party regarding online behavioral advertising. It summarizes that behavioral advertising involves tracking users' internet browsing and building profiles over time to deliver targeted ads. It finds that the practice must comply with EU data protection laws. Specifically, it states that ad networks are bound by the ePrivacy Directive's requirement to obtain informed consent before placing cookies or similar tracking tools. It recommends ad networks implement opt-in mechanisms rather than opt-out. It also notes behavioral advertising relies on personal data profiles, so the general Data Protection Directive applies regarding rights like access, rectification and erasure. The opinion calls on ad networks and publishers to be transparent about data collection and processing.