An isolated population of cells comprising non-GVHD inducing anti-third party cells having a central memory T-lymphocyte (Tcm) phenotype is provided. The cells being tolerance-inducing cells and capable of homing to the lymph nodes following transplantation. Methods of generating same, use of same and methods of treatment are also provided.