Chrysin is the major bioactive compound of blue passionflower, an important medicinal plant used in traditional herbal formulations since ancient times. In the present study, we report that chrysin nanoparticles (chrysin NPs) protect Wistar rats against kindling‐induced epilepsy. Nanoparticles of sizes less than 150 nm with a spherical shape were prepared using poly(d,l‐lactic‐co‐glycolic acid) and polyvinyl alcohol, respectively, as polymer and stabilizer. Rats were injected with subconvulsive doses of pentylenetetrazole (PTZ) (35 mg/kg, intraperitoneal) every second day, with 22 injections in total, and on the same days, they received protective doses of the chrysin NPs (5 and 10 µg/mL, PO), respectively, 45 min before each PTZ injection. After the last PTZ injection, an average of thirteen seizure scores was recorded. Animals were killed by decapitation 24 h after a seizure. The cortex and hippocampus were removed and stored in liquid nitrogen for determining oxidative stress terminal deoxynucleotidyl transferase dUTP nick‐end labeling assay, histopathology, and reverse transcription‐polymerase chain reaction for messenger RNA expression. The result showed chrysin NPs treatment has counteracted oxidative stress, reduced neuronal apoptosis, and upregulated nuclear factor erythroid 2‐related factor 2 (Nrf2), heme oxygenase‐1 (HO‐1), and NAD(P)H quinone oxidoreductase 1. In conclusion, our findings demonstrate that the neuroprotective effect of chrysin NPs against kindling‐induced epilepsy might be escorted by the alleviation of oxidative stress through the Nrf2/antioxidant response element/HO‐1 pathway signal pathway.