AI Threat Watch

Case gtig-coinbait-lovable-phishAI phishingWorldwide

COINBAIT crypto-exchange phishing kit built with Lovable AI app builder

GTIG found COINBAIT, a React single-page phishing kit imitating a crypto exchange, attributed to financially motivated cluster UNC5356, with Supabase and lovable.app artefacts showing Lovable AI-built code.

MediumAttack using AIStatus: OngoingVerified case file

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Reported
Feb 12, 2026
Location
Worldwide
Target
Cryptocurrency exchange customers
Severity
Medium
Triggered by
UNC5356
Actor type
Criminal
Reported loss
None reported
CVE
None

What happened

GTIG found COINBAIT, a React single-page phishing kit imitating a crypto exchange, attributed to financially motivated cluster UNC5356, with Supabase and lovable.app artefacts showing Lovable AI-built code.

Impact: Credential harvesting kit in circulation; victims not quantified.

Who triggered it

Actor: UNC5356

Attribution: GTIG attributes the kit to UNC5356 and assesses Lovable-based development from code artefacts.

Motive: Credential theft and crypto fraud

How it happened

Attack vector: AI-generated phishing site harvesting exchange logins

Root cause: No-code AI app builders lower the cost of convincing phishing front-ends

Timeline

  1. COINBAIT kit observed in UNC5356 crypto phishing
  2. GTIG publishes the kit in its AI Threat Tracker

Response

Google documented indicators such as Analytics-prefixed log messages for defenders.

Current status: Ongoing

Sources (open in a new tab)

Cite this case

COINBAIT crypto-exchange phishing kit built with Lovable AI app builder. AI Threat Watch, case gtig-coinbait-lovable-phish, Feb 12, 2026. https://aithreat.io/cases/gtig-coinbait-lovable-phish/

Permanent link: https://aithreat.io/cases/gtig-coinbait-lovable-phish/

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