SECAI Core · phase 1 of 15 · noun

Natural language processing

The use of statistical techniques, modeling, and machine learning tools by computers to process text-based datasets and understand human language.

The Explain card

Plain English
Natural language processing (NLP) is how computers use statistics, modeling and machine learning to read, interpret and work with human language in text.
Example
A security operations tool reads thousands of free-text incident tickets, extracts the affected systems and attacker techniques, and groups related tickets into one campaign.
Why it matters
Once a system understands language, language becomes an attack surface. Crafted text can confuse classifiers, smuggle instructions past filters or extract information the system should never reveal.
Hook
When machines read words, words become payloads.

Word knowledge

How the word is built, where it came from, and what it sits beside in memory.

In a sentence

The SIEM applies natural language processing to each incident write-up, then fills the host and ATT&CK fields from the tokens.

Why these words
  • natural Latin naturalis, of birth, from natura, birth marks the language as the kind people speak, not a programming dialect
  • language Old French langage, from Latin lingua, tongue supplies the object of the work, a system of words rather than a tongue in a mouth
  • processing Latin processus, a going forward, from procedere, to go forward names the mill-step the phrase assigns to that system, the activity a computer performs on it
Where it came from
Origin
English computing compound, from Latin naturalis (of birth), Old French langage (from Latin lingua, tongue), and Latin processus (a going forward)
Entered the language
1960s
What changed
Natural had meant by birth, then not made by craft. Language had meant the tongue, then a system of words. Processing had meant a legal proceeding, then factory work, then what a computer does to data. Labs in the 1960s joined the three to name work on the languages people speak rather than the ones machines already parsed.
How it is spelled
Pattern
silent e in nature drops before -al, keeping the t
Pattern
-age from Old French is said /ɪdʒ/
Pattern
Latin cessus keeps ss in English
Pattern
-ing turns a verb into a noun of activity
Breaks the pattern
the noun phrase stays three words; hyphens appear only when the stack modifies another noun
Breaks the pattern
language keeps ua after g from French, while linguistic, from the same Latin lingua, restored the Latin spelling

Spelled like

  • cultural
  • village
  • success
  • computing
Broken into chunks
  • natur
    • nature
    • naturalist
    • supernatural
  • al
    • cultural
    • original
    • typical
  • lang
    • language
    • bilingual
  • age
    • courage
    • village
    • message
  • pro
    • proceed
    • progress
    • produce
  • cess
    • success
    • access
    • excess
  • ing
    • training
    • computing
    • reasoning
What it sits beside

Same subject

Same shape

  • natural language understanding
  • natural language generation
  • signal processing
  • word processing

Natural-language family

  • natural language understanding
  • natural language generation

Processing compounds

  • word processing
  • signal processing
  • image processing

Language-facing AI

Where it sits in the deck

Phase 1: What AI Is: Core Concepts and Paradigms

You cannot secure, govern, or attack something you cannot define — establish what AI actually is before any other concept can land.