The following paper has been accepted for publication in Theoretical Computer Science: Robustness for biochemical networks: Step-by-step approach by Valentina Castiglioni, Ruggero Lanotte, Michele Loreti, Desiree Manicardi, and Simone Tini. The paper will be published as part of the Special Issue of ICTCS 2023.