We present here a 65-year-old male patient known for immune thrombocytopenic purpura (ITP) and fluctuating platelet count who experienced a severe exacerbation of thrombocytopenia following BNT162b2 COVID-19 vaccination. One month after the second dose, he presented petechiae and asthenia with isolated thrombocytopenia (platelet count: 3 × 109/L). He recovered after a 4-day course of intravenous corticosteroid treatment and intravenous immunoglobulin therapy. Eight months later, his platelet count was within the normal range, and he received a booster dose of vaccine after premedication with prednisone. Eight days later, his platelet count dropped to 29 × 109/L, but he remained asymptomatic. He received a rescue treatment with prednisone followed by rituximab over 4 weeks, allowing progressive improvement. Our case suggests a strong association between COVID-19 vaccination and the exacerbation of ITP.