The study is an open label, paucicentric, Phase I/II trial aiming to evaluate the safety, the clinical activity and abscopal anti-tumor effects of a therapeutic strategy associating Durvalumab in conjunction with SBRT or Durvalumab + Tremelimumab in conjunction with SBRT in patients with metastatic squamous cell carcinoma of head and neck, lung, or esophagus.