Let \(\Gamma \) be a graph and \(D(\Gamma )\) be the canonical double cover of \(\Gamma \) . We say that \(\Gamma \) is stable if \(\textrm{Aut}(D(\Gamma ))\cong \textrm{Aut}(\Gamma )\times \mathbb {Z}_{2}\) and unstable otherwise. In this paper, we introduce a construction of unstable graphs from bipartite graphs and apply this construction to Cayley graphs by giving a sufficient condition for the instability of Cayley graphs of a group that has a subgroup of index 2. We observe that circulant graphs of Wilson type \((\textrm{C}.1)\) , \((\mathrm {C'}.2)\) or \((\mathrm {C'}.3)\) can be constructed in this way.