As cloud computing continues to gain widespread adoption, ensuring the confidentiality and integrity of sensitive data stored on cloud platforms remains a top priority. One of the critical challenges in this domain is enabling secure and efficient keyword search over encrypted cloud data. Traditional encryption techniques, while securing data, often prevent users from performing search operations on the encrypted content. This issue becomes more complex when dealing with dynamic encrypted data, where data modifications, deletions, or updates occur frequently.