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As the digital landscape evolves, so do technologies for blocking harmful content and malware. One of the most widely used detection methods has been hash-based filtering. However, this approach has reached its limitations due to vulnerabilities in file modification, the inability to detect content in real-time, challenges with blocking streaming media, and the burden of maintaining extensive ha..