3. Remove malware. Malware infections can cause all sorts of issues with a computer, including the automatic launch of programs like Edge. To fix this issue, you should run a malware scan using your preferred antivirus software. If your antivirus does not detect any issues, you can try using a dedicated malware removal tool to remove any stubborn infections.