Cancer treatment has evolved significantly over the years, incorporating a range ofmodalities including surgery, radiation, chemotherapy, and immunotherapy. However, challengessuch as drug resistance, systemic toxicity, and poor targeting necessitate innovative approaches.Peptides have gained attention in cancer therapy due to their specificity, potency, andability to modulate various biological pathways. Peptide-based drugs can act as hormones, enzymeinhibitors, or targeting ligands, contributing to their versatile role in cancer treatment.However, peptides face several challenges, including instability, rapid degradation, and poorbioavailability. One promising strategy is the use of niosomal delivery systems for peptidebasedtherapies. Niosomes, which resemble liposomes in structure, are vesicles based on nonionicsurfactants. They are composed of a bilayer created through the self-assembly of non-ionicsurfactants in water, enabling them to encapsulate hydrophilic, lipophilic, and amphiphilicdrugs. Their unique properties, such as biocompatibility, biodegradability, and ability to encapsulatediverse therapeutic agents, make them suitable for drug delivery applications. This reviewaims to explore how the niosomal preparation of peptides can revolutionize oncology drugs byovercoming critical challenges like drug resistance, systemic toxicity, poor targeting, instability,rapid degradation, and low bioavailability. This review aims to explore how niosomes can specificallyaddress key limitations in cancer therapy, including targeting, bioavailability, and stabilityof peptide-based drugs. By consolidating recent advancements, the review sheds light onhow niosomal encapsulation can overcome barriers in cancer treatment and improve therapeuticoutcomes for patients.