SECAI Core · phase 11 of 15 · noun

Reconnaissance

The actions taken to gather information about an individual or organization's computer systems and software.

The Explain card

Plain English
Reconnaissance is the information-gathering phase before an attack: learning what systems, software, people, and exposures a target has, often quietly and from public sources.
Example
Before attacking a company's chatbot, an attacker reads its job postings to learn which LLM vendor and vector database it uses, then probes the API for version strings and error messages.
Why it matters
Every leaked detail, from model names in responses to verbose stack traces, shortens the attacker's path. Defenders reduce the footprint and watch for probing behavior.
Hook
Casing the joint before the heist.

Word knowledge

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

In a sentence

Before testing the model-serving cluster, the security team performed reconnaissance by mapping public API endpoints, DNS records, and exposed software versions.

How it is built
  • re- prefix again or back
  • connaiss- French stem know or recognize
  • -ance suffix action, process, or state
Where it came from
Origin
French reconnaissance, from reconnaître, meaning to recognize or inspect
Entered the language
1810
What changed
It moved from recognition and inspection to military surveying, then to preparatory intelligence work in fields such as cybersecurity.
How it is spelled
Pattern
The French-derived ending -aissance keeps ai before double s and ends with a silent e.
Breaks the pattern
The written sequence -aissance is pronounced with reduced vowels that are not predictable from ordinary English spelling.

Spelled like

  • renaissance
  • naissance
Broken into chunks
  • recon
    • recon
    • reconnoiter
  • naissance
    • naissance
    • renaissance
What it sits beside

Same subject

  • attack surface
  • vulnerability scanning
  • threat intelligence
  • penetration testing

Same shape

  • renaissance
  • naissance

security assessment stages

  • reconnaissance
  • scanning
  • exploitation

French-derived English nouns

  • reconnaissance
  • surveillance
  • renaissance

Where it sits in the deck

Phase 11: Threat Landscape: Attack Vectors and Adversarial Techniques

With defences named, learn what they must defend against — the full catalogue of attack techniques targeting AI systems, their inputs, outputs, training pipelines, and supply chains.