Using LLMs to Adjudicate Static-Analysis Alerts with Error Reduction Techniques

Static analysis is widely used for finding security weaknesses in source code before deployment, but it often produces far more alerts than analysts can review. We study how well large language models LLMs can adjudicate classify as a real bug or a false alarm static-analysis alerts. We use two...

Parser-Free Querying of Security Logs

Security analysts routinely query system logs to detect threats and investigate incidents, but each log source uses its own semi-structured format: logs are cheap to produce, but expensive to use. The standard approach, building per-source parsers to normalize logs into structured schemas, is...

How AI Translation Fixes Multilingual Content Chaos

AI translation fixes multilingual content chaos by improving consistency, workflows, and speed, helping teams reduce errors and scale global content faster...

[SECURITY] Fedora 36 Update: python-fastapi-0.75.0-3.fc36

FastAPI is a modern, fast high-performance, web framework for building APIs with Python 3.6+ based on standard Python type hints. The key features are: =EF=BF=BD=EF=BF=BD=EF=BF=BD Fast: Very high performance, on par with NodeJS and Go thanks to Starlette and Pydantic. One of the fastest Python...