To minimize the risk of restore point corruption, ensure your system is free from malware by using reputable antivirus software and keeping it up to date. Regularly check the integrity of your restore points by accessing the System Restore interface and attempting to create a restore point or initiating a restore preview. Additionally, maintaining your hard drive's health through tools like CHKDSK (Check Disk) can prevent disk errors that might lead to corrupted restore points.