Proxy servers play a significant role in web security by acting as intermediaries between users and the internet. They provide anonymity by masking the user's IP address and can filter content, allowing organizations to block harmful websites and prevent data breaches. Additionally, proxy servers can cache frequently accessed content, which improves load times and reduces bandwidth usage. Implementing proxy servers also aids in enforcing security policies, as they can monitor and log user activity for compliance and analysis.