# ML Based Bot Mitigation

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<summary><mark style="color:blue;">What is bot protection?</mark></summary>

Bot protection refers to security measures that aim to identify and differentiate between legitimate human users and automated bots. This helps prevent malicious bots from scraping data, launching denial-of-service attacks, or carrying out other harmful activities on your website.

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<summary><mark style="color:blue;">What is ML Based Bot Mitigation?</mark></summary>

This likely refers to bot mitigation using Machine Learning (ML). ML algorithms are trained on vast amounts of data to identify patterns of bot behavior. This allows the security solution to automatically detect and block bots with high accuracy, reducing the need for manual intervention.

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<summary><mark style="color:blue;">What is the benefit of enabling Bot Protection?</mark></summary>

By enabling Bot Protection, you can potentially improve website security, prevent fraudulent activities, and ensure a smoother user experience for legitimate visitors.

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<summary><mark style="color:blue;">What is a Captcha challenge?</mark></summary>

A Captcha (Completely Automated Public Turing test to tell Computers and Humans Apart) is a challenge presented to users to distinguish them from bots. These challenges often involve identifying objects in images, solving simple math problems, or ticking a checkbox.

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<summary><mark style="color:blue;">What are Allowed IPs?</mark></summary>

This section allows you to specify a list of IP addresses that will bypass bot detection and be granted unrestricted access to your website. This can be useful for trusted bots or specific users who might trigger bot detection rules due to their activity patterns.

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<summary><mark style="color:blue;">How does Prophaze handle new or evolving bot threats?</mark></summary>

The effectiveness of the ML model relies on its ability to adapt to new bot tactics. Prophaze updates its models regularly based on observed bot behavior and threat intelligence feeds.

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<summary><mark style="color:blue;">How does Prophaze Bot Protection integrate with other security measures within Prophaze?</mark></summary>

Prophaze's bot protection might work in conjunction with other security features like WAF rules and anomaly detection to provide a layered defense against various threats.

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