What are the common indicators of a bot attack on a web application?

Some common signs of a bot attack targeting a web application include:

1. Sudden spikes in traffic: A significant increase in traffic to your site, especially if it is repetitive or follows a pattern, may indicate a bot attack.

2. Unusual patterns in user behavior: Bots often exhibit anomalous behavior on a website, such as rapidly filling out forms, accessing specific URLs in quick succession, or following predictable paths through the site.

3. Increased server load: If your server is experiencing unusually high levels of activity or struggling to respond to requests, it could be a sign of a bot attack.

4. Failed login attempts: A surge in failed login attempts, especially if they are targeting specific user accounts or using common login credentials, may indicate a bot trying to gain unauthorized access.

5. Content scraping: Bots may attempt to scrape content from your website, copying large amounts of data for various purposes such as plagiarism, data mining, or competitive analysis.

6. Click fraud: In the case of web applications involving advertising, bots might generate fraudulent clicks to inflate ad revenue or disrupt competitors’ campaigns.

It’s important to regularly monitor your website’s traffic and behavior to detect and mitigate bot attacks promptly.