Tumors evade the immune system through several mechanisms: losing tumor antigens recognized by T cells; masking antigens; secreting immunosuppressive factors like TGF-β; and recruiting regulatory T cells and tumor-associated macrophages. Novel immunotherapies aim to overcome tumor immune evasion and enhance anti-tumor responses, including cancer vaccines, monoclonal antibodies, immune checkpoint inhibitors, adoptive cell transfer, and oncolytic viruses. Combination immunotherapy seeks to target multiple evasion mechanisms for improved clinical outcomes.