Bdplarchive.rar May 2026

1. "BDPL: A Boundary Differentially Private Layer Against Machine Learning Model Extraction Attacks"

This is the most probable match. Published in (European Symposium on Research in Computer Security), this paper introduces a security layer designed to protect machine learning models from being "stolen" or extracted by adversaries. bdplarchive.rar

If you have a file named bdplarchive.rar from a security repository, it likely contains the implementation of the boundary differentially private layer and the experimental scripts used to verify its effectiveness against extraction attacks. If you have a file named bdplarchive

You can find the full text through the official Springer link or IEEE Xplore. 2. "Black-box Discrete Prompt Learning" (BDPL) bdplarchive.rar

It uses differential privacy to obfuscate responses for queries that fall near a model's decision boundary.

This archive would typically contain the Python scripts (such as pmi_ngram.py ) and training datasets mentioned in their official GitHub repository .