Pinned Loading

1. CountingMetrics CountingMetrics Public

   This probe connects to a remote AWS server via SSH to download machine learning models and analyze their parameters. It supports different model types, counting parameters for ONNX models and tree …

   Python 1

2. IcaDevops IcaDevops Public

   This script applies Independent Component Analysis (ICA) to a dataset to extract independent components and evaluate their quality using kurtosis. The kurtosis values help determine whether the da…

   Python 1

3. JA3Block-Check JA3Block-Check Public

   Python program that calculate ja3, match with your JA3Blacklist and can block malicious connections. Type -help for INFO.

   Python 1

4. MembershipInferenceCheck MembershipInferenceCheck Public

   This probe evaluates ONNX models to determine their vulnerability to membership inference attacks, a type of privacy threat. It analyzes the model's behavior probabilistically to assess the risk of…

   Python 1

5. MostImportantVarEvaluation MostImportantVarEvaluation Public

   This probe analyzes datasets to identify the most important and potentially sensitive variables using mutual information and feature importance techniques. It helps ensure fairness in machine learn…

   Python 1

6. LinearKernelvsPolyKernel LinearKernelvsPolyKernel Public

   This project implements a risk analysis methodology using Support Vector Machines (SVMs) with linear and polynomial kernels. It assigns data points to risk levels, visualizes the results with risk …

   Python