“Public health surveillance is the bedrock of outbreak and epidemic response”. With these words, Marie-Paule Kieny – WHO Assistant Director-General for Health Systems and Innovation – introduces the WHO guidelines on ethical issues in public health surveillance, a document targeted to a wide range of stakeholders involved in the constant monitoring of health threats.