Скачать или смотреть 𝐀𝐈 𝐏𝐄𝐍𝐓𝐄𝐒𝐓𝐈𝐍𝐆 - 𝐀𝐑𝐓 (𝐀𝐝𝐯𝐞𝐫𝐬𝐚𝐫𝐢𝐚𝐥 𝐑𝐨𝐛𝐮𝐬𝐭𝐧𝐞𝐬𝐬 𝐓𝐨𝐨𝐥𝐛𝐨𝐱) 𝐈𝐧𝐬𝐭𝐚𝐥𝐥𝐚𝐭𝐢𝐨𝐧

𝐀𝐑𝐓 (𝐀𝐝𝐯𝐞𝐫𝐬𝐚𝐫𝐢𝐚𝐥 𝐑𝐨𝐛𝐮𝐬𝐭𝐧𝐞𝐬𝐬 𝐓𝐨𝐨𝐥𝐛𝐨𝐱) is a Python library made by IBM to test how safe and strong machine learning models. It helps to create small changes in input data to try and fool the model (called adversarial attacks), and also provides ways to protect the model from such tricks. ART works with many ML tools like PyTorch and TensorFlow and is mainly used to improve the security of AI systems.

𝐈𝐧𝐬𝐭𝐚𝐥𝐥𝐚𝐭𝐢𝐨𝐧 𝐒𝐭𝐞𝐩𝐬 (𝐀𝐑𝐓 - 𝐀𝐝𝐯𝐞𝐫𝐬𝐚𝐫𝐢𝐚𝐥 𝐑𝐨𝐛𝐮𝐬𝐭𝐧𝐞𝐬𝐬 𝐓𝐨𝐨𝐥𝐛𝐨𝐱)

Step 1: Create Virtual Environment
python -m venv ART-env

Step 2: Activate the Environment
ART-env\Scripts\activate

Step 3: Install ART
pip install adversarial-robustness-toolbox

Step 4: Verify Installation
pip show adversarial-robustness-toolbox
➡️ Confirms version, path, etc.

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