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Shreyansh Jain's Projects

html-document-to-pdf-using-aws-lambda icon html-document-to-pdf-using-aws-lambda

This GitHub repository houses a serverless application that allows seamless conversion of HTML documents into PDF files using AWS Lambda. The application leverages AWS's serverless architecture, enabling automatic scaling and cost-effectiveness for HTML to PDF conversion.

sector-knn-algorithm-for-lightweight-iot-devices icon sector-knn-algorithm-for-lightweight-iot-devices

Introducing 'Federated Sector kNN algorithm': Optimized for lightweight IoT devices, O(1) prediction time, transfer learning for accuracy, privacy-preserving via federated learning. Supports classification & regression, comparable accuracy to kNN. Revolutionizing IoT ML with efficiency and privacy.

secure_qr_code icon secure_qr_code

The methodology involved in the proposed work is to encrypt the secret message using AES algorithm to generate a ciphertext. A filler deceptive message is converted into a QR code, and the QR code is encoded using the base-64 image encoding mechanism to generate a string of characters. The ciphertext of the secret message is padded with it and the resultant string is back decoded to the QR image. The QR image may now be transmitted through a secured or insecure channel. If a man in the middle tries to eavesdrop the secret message, he won't know if there's a message hidden in the QR code and hence won't be able to decode it. At the receiver's end, the receiver would encode the image to the string of characters and would trim the ciphertext at the end of it. The receiver may, then decrypt the ciphertext using AES mechanism and obtain the secret message.

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