Yes, this is possible. In 2013, a dog named Buddy went missing in St. Louis, Missouri. After 7 years, he was tracked down and rescued by volunteers from the Rescue Dogs Rock NYC group, who believed that he had been living in the wild for all that time. The rescuers noted that Buddy was in good health despite his years in the wild, and he was later reunited with his family.
