Search for papers utilizing LSTM (Long Short-Term Memory) networks or isolation forests to find malicious or broken patterns in system logs.
Because log.txt is a generic, default filename used across thousands of different software applications, games, and systems, its contents vary wildly depending on the source. 💡 log.txt
If you are looking for established academic papers regarding general log analysis, here are the dominant fields and standard methodologies you can research: Search for papers utilizing LSTM (Long Short-Term Memory)
Research papers focused on parsing system logs to automatically diagnose why a large-scale cloud server or application crashed. To provide a specific or high-quality academic paper,
To provide a specific or high-quality academic paper, I need a little more context about what your log.txt file actually represents.
If you can paste a few lines of the log or describe what generated it, I can provide highly specific analysis methods or point you to exact research papers!