BotDisco
BotDisco is an open source bot detection tool. It analyzes network traffic to detect bots and other automated tools interacting with web applications. It uses machine learning algorithms to detect patterns of bot activity.
bot
detection
network
traffic
analysis
machine-learning
BotDisco: Open Source Bot Detection Tools
BotDisco analyzes network traffic to detect bots and other automated tools interacting with web applications, using machine learning algorithms to identify patterns of bot activity.
What is BotDisco?
BotDisco is an open source bot detection and analysis platform. It is designed to analyze web traffic and detect bots, scrapers, and other unwanted automation interacting with web applications.
BotDisco works by analyzing network logs and looking for patterns of activity that indicate bots rather than humans. It uses machine learning algorithms to distinguish bots from real users based on factors like access patterns, behavior flows, data shapes, and more. As an open source tool, developers can also create custom detection rules.
Once installed in a web server stack, BotDisco will monitor traffic in real-time and generate alerts when bots are detected. It has visualization tools for analyzing bot patterns and tracking bot evolution over time. BotDisco can help web administrators identify and block bad bots, while allowing good bots and humans through.
Overall, BotDisco aims to provide an advanced bot detection and analysis solution to help companies gain visibility into automation activity on their websites. With its machine learning capabilities, it can detect even sophisticated bots that try to mask their patterns. And as an open source project, the community can continuously improve and tune BotDisco's detection algorithms.
BotDisco Features
Features
- Network traffic analysis
- Machine learning algorithms
- Detects bots
- Detects automated tools
- Open source
Pricing
- Open Source
Pros
Free and open source
Uses advanced ML techniques
Can detect a wide variety of bots
Integrates with existing tools
Customizable and extensible
Cons
Requires technical expertise to setup and use
Not a complete bot mitigation solution
May have false positives
Need to keep ML models updated
Official Links
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