moDel Agnostic Language for Exploration and eXplanation

An automatic obfuscation tool for Android apps that works in a black-box fashion, supports advanced obfuscation features and has a modular architecture easily extensible with new techniques

A Python module for parallel optimization of expensive black-box functions

Yet another black-box optimization library for Python

code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"

Simplicial Homology Global Optimization

Automated black-box REST API testing using graph-based modeling, LLMs, and multi-agent reinforcement learning.

Causal Responsibility EXplanations for Image Classifiers and Tabular Data

Simple grammar-based test case generator

[EMNLP'24] MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning

[NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback

Design and Cryptanalysis of Symmetric-Key Algorithms in Black and White-box Models

MAD教程·模仿篇：仿黑盒。

This repository contains the code implementation for the paper "SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory", which aims to detect hallucinated content in LLM-generated text.

Adaptive stress testing of black-box systems within POMDPs.jl

Black-box Few-shot Knowledge Distillation

Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.

A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.

Official code for the paper: "Simple LLM Baselines are Competitive for Model Diffing"

[ICLRW 2026 Best Paper Award]Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models