← Selected work

Process attribution / Released 2012

PAINT

Developed through DARPA Cyber Fast Track, PAINT connected network traffic to the processes behind it, giving researchers a clearer view of system behavior.

Concept illustration · Process attribution

The Work

Network flows tied back to process behavior.

Research The original question

Process Attribution In Network Traffic connected sockets to process IDs and process names in real time.

Perspective Why it still matters

The same question returns in AI operations: which model, tool, identity, or process caused the action?

Further Reading

From the research archive.

The Next Chapter

Bring the hard problem.

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