Few‐layered graphene (FLG)‐reinforced Al‐Si(10 wt.%)‐Cu(2 wt.%)‐Mg(1 wt.%) matrix composites are prepared by the high‐energy mechanical alloying method, which is a branch of powder metallurgy. Al‐10Si‐2Cu‐1Mg matrix is reinforced with varying amounts of FLG (0, 0.5, 1, 2, and 5 wt.%) via mechanical alloying (MA) for different durations (0, 2, 4, and 8 h) and consolidation is conducted by pressureless sintering. Microstructural, mechanical, and tribological characterizations are applied to non‐mechanically alloyed (non‐MAed) and mechanically alloyed (MAed) powder and bulk composites comparatively. The bulk composites produced via a MA‐containing processing route illustrate more homogeneous phase distributions and higher densification rates. The FLG/AlSiCuMg composites exhibit enhanced materials properties compared to their unreinforced counterparts. The addition of 1 and 2 wt.% FLG to the Al‐10Si‐2Cu‐1Mg alloy respectively improved the mechanical properties in terms of microhardness (155 and 162 HV), compression strength (441 and 412 MPa), and wear rate (11.5×10‐4 and 9.2×10‐4 mm3/N.m). Therefore, the experimental results show that graphene ensures a reinforcing effect on the Al matrix, at least provided by some of the ceramic particles.This article is protected by copyright. All rights reserved.