Update README.md

README.md

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----
-license: mit
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+---
+license: mit
+language:
+- en
+- ru
+tags:
+- data-leakage
+- distribution shift
+- multimodal
+- membership inference attack
+---
+# FiMMIA: scaling semantic perturbation-based membership inference across modalities
+This repository contains an implementation of **F**i**MMIA** - a modular **F**ramework for **M**ultimodal **M**embership **I**nference **A**ttacks (FiMMIA)
+
+## Description
+The system is the first collection of models and pipelines for membership inference attacks against multimodal large language models, built initially with a priority for the Russian language, and extendable to any other language or dataset. 
+Pipeline supports different modalities: **Audio**, Video and Image. In our experiments, we focus on [MERA datasets](https://github.com/MERA-Evaluation/MERA), however, the model can be used to other languages. 
+
+We support models for **Audio** (this), [Image](https://huggingface.co/ai-forever/FiMMIA-Image) and [Video](https://huggingface.co/ai-forever/FiMMIA-Video) modalities.
+
+Training and inference code can be obtained [here](https://github.com/ai-forever/data_leakage_detect).
+