Data Driven User Emulator
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
This software generates realistic network traffic to test intrusion detection systems. The most realistic traffic is generated when software is used to drive actual applications, thereby behaving like a real user. Tools that generate such realistic user behavior are called user emulators. However, no existing user emulators use models based on data science and real user data, and they suffer from a decrease in the fidelity of the generated traffic. We develop a user emulator that uses real user data and data science to generate higher fidelity emulation and increase the accuracy of our experimental results.
- Project Type:
- Closed Source
- Site Accession Number:
- 8295
- Software Type:
- Scientific
- Programming Language(s):
- Python 3, MEAN Stack
- Research Organization:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Organization:
- USDOEPrimary Award/Contract Number:AC05-00OR22725
- DOE Contract Number:
- AC05-00OR22725
- Code ID:
- 96071
- OSTI ID:
- code-96071
- Country of Origin:
- United States
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