Information technology has greatly impacted the multimedia industry, particularly in the areas of video and audio content. There are various applications available for managing individual videos and converting them into formats suitable for online sharing. With the widespread use of mobile phones and computers, capturing and storing pictures and videos has become a common practice. These files can be easily shared on different networks, including popular platforms like Facebook, YouTube, and WhatsApp. The rise of web 2.0 has led to an increase in file sharing, including explicit content, as uploads are often not properly filtered. Social media platforms play a significant role in facilitating real-time video sharing, but they also host unwanted content such as violent and pornographic videos. This research aims to develop a web framework application that filters images and videos before they are uploaded to interconnected networks, ensuring that unwanted content is detected and flagged. Users will not be blocked from sharing content, but the system will help identify and address inappropriate material. Keywords: Picture Sharing, Web Framework, Content-Based Filtering, Online Security . CISDI Journal Reference Format Ehigiator Egho-Promise & Mensah Sitti (2024 Web Framework Content Based Filtering for Picture Sharing. Computing, Information Systems, Development Informatics & Allied Research Journal. Vol 15 No 1, Pp 29--46. dx.doi.org/10.22624/AIMS/CISDI/V15N1P3. Available online at www.isteams.net/cisdijournal