Glossary · Term

semantic gap

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Definition

Plain language

The distance between what an action looks like on a computer and what it actually means.

As stated in the literature

The mismatch between syscall- or network-level visibility of agent actions and their intent or business meaning, which renders signature-based defenses blind to context-dependent agent misbehavior.

Why it matters: Until monitoring tools understand intent rather than just syscalls, defenders will keep getting blindsided by agents that misbehave through entirely legal-looking actions.

For example, an agent making a sequence of perfectly normal file reads looks innocent at the system-call level, even though it's quietly exfiltrating sensitive data.

Heard on the show

“They call it the semantic gap.”
Episode 057 — How Uber Caught 206 Leaked Credentials With an LLM-Powered Security Stack

Mentioned in 1 episode

  1. 057
    How Uber Caught 206 Leaked Credentials With an LLM-Powered Security Stack

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