The charged particles that are transferred between certain materials when they are rubbed together are electrons.

When two different materials are rubbed, electrons can move from the surface of one material to the other, leaving one object with a negative charge (extra electrons) and the other with a positive charge (fewer electrons). This process is what creates static electricity.