Based on Android, which unless I missed something huge, translates into all device drivers and most apps being closed source and requiring full access to anything, that is, the best place to put malware into. To me it can appear more secure if compared to the usual bloatware ridden smartphone, but a Linux PC with all software, including most drivers, being OSS, is a different story.