Quantitative detection of H2O2, which is increasingly recognized as an intracellular messenger, remains a challenge for cell biologists. The development of molecular probes that fluoresce upon H2O2-mediated removal of a boronate-based protecting group, rather than upon nonspecific oxidation, demonstrates that this challenge is not insurmountable.