Purpose: Today, the discovery of novel and effective chemotherapeutic compounds is the main challenge in cancer therapy. In recent years, the anti-tumoral activity of natural naphthoquinone juglone (JUG), present in different parts of walnut trees, has received considerable interest. The purpose of the current study was to prepare and evaluate the in vitro antiproliferative activity of JUG-loaded bovine serum albumin nanoparticles (JUG-BSA NPs). Methods: BSA NPs and JUG-BSA NPs were prepared using the desolvation technique. The NPs were characterized for their particle size (PS), zeta potential (ZP), drug loading (DL) capacity and encapsulation efficiency (EE). The anti-proliferative activity of JUG-BSA NPs was evaluated on A431 and HT29 cancer cell lines using cellular uptake and MTT assays. Results: The PS and ZP values of JUG-BSA NPs were 85 ± 6.55 nm and −29.6 mV, respectively. The DL capacity and EE were 3.7% to 5% and 50.4% to 94.6%, respectively. The cytotoxicity of JUG-BSA NPs was significantly less on both cultured A431 and HT29 cells at the studied concentrations when compared to free JUG. However, the effect was not very substantial, particularly at high levels. Conclusion: In conclusion, BSA NPs can be used as a suitable and safe carrier for the delivery of JUG, a cytotoxic hydrophobic natural compound.