Key attributes for higher success in the UPSC interview include strong communication skills, confidence, and a calm demeanor. Demonstrating in-depth knowledge of current affairs, self-awareness, and clarity in thought processes is critical. Being able to articulate one's views thoughtfully while showcasing an understanding of various issues can impress the interview panel. Additionally, showing genuine interest in civil services and the motivation to serve can greatly influence the outcome.