Wiz ResearchGoogle DeepMind

Scan for Good

Using AI to find and help fix critical exposures across public services and critical infrastructure.

Wiz Research works directly with public services, critical infrastructure, nonprofits, and other organizations in which security is paramount to find, validate, and help remediate critical exposures.

Disclosure ledger
Organization-Linked Domains
17,761
Public Endpoints Monitored
326,891
Total Critical Exposures Reported
522
Portsea Surf Life Saving Club
"As a volunteer-based non-profit, maintaining a secure online presence is vital but often challenging. The support from Wiz's Scan for Good team has been a game-changer. They delivered clear, actionable analysis that allowed us to quickly identify and resolve potential vulnerabilities."

Darren Thomas,
CIO

How Scan for Good works

Who we prioritize

  • Critical infrastructure

    Energy, water, transportation, and telecom

  • Public services

    Government and civic services

  • Healthcare

    Hospitals and care systems

  • Nonprofits

    Mission-driven organizations

  • Open-source

    Widely used public software

How we Scan

  1. 1

    Map the public surface

    17,461

    Root domains in scope

    We map the internet-facing footprint from the root domains in scope.

  2. 2

    External exposures

    326,891

    Monitored endpoints

    Continuously discover public websites, applications, APIs, and other exposed assets.

  3. 3

    AI-powered assessment

    Every asset is evaluated with a combination of AI and deterministic exposure checks and continuously monitored.

    Deterministic Exposure Assessment

    Continuous · Deterministic

    AI-Powered Web DAST

    Continuous · AI-Powered

    Deep-Dive AI Pentesting

    On Demand · AI-Powered

    Powered byGemini

  4. 4

    Validate & disclose

    522

    High / Critical findings

    Wiz Research validates high-impact findings before disclosure and shares them privately with the affected organization.

Why we do this

Scan for Good was built on the belief that the organizations that matter most are often least equipped to defend themselves.

"AI models like Gemini Cyber offer us the opportunity to advantage defenders over attackers. This is especially needed for organizations that serve vital functions in society, but many do not have the resources they need to protect against attacks"

Raluca Ada Popa

Head of Gemini Security

Gemini

What defenders can learn from AI-powered internet scanning

By scanning internet-facing assets at scale, we can observe how quickly exposures become viable attack paths, how far AI can progress, and which weaknesses most often lead to meaningful impact.

Autonomous AI Exploitation Is Here

Sample of 7 real-world attacks, initial access was proven in under 10 minutes every time. AI escalation then took as little as 2 minutes—or continued tirelessly for hours.

100%

Reached initial access in under 10 minutes

2m

Fastest escalation to complete compromise

3h 47m

Longest pursuit of maximum safe impact

  • Public websites
  • Time to Initial Access
  • Maximum safe impact
  • AI Escalation
  • Completion
  • 2.5

    minutes

    Full control on the server

    Full website control + internal-network access

    Public website

    RCE CVE

    Server control

    Public website

    RCE CVE

    Server control

    30 seconds

    2 minutes

  • 6

    minutes

    Full control of 8.8M archive files

    Read, change, or delete the entire archive

    Public website

    Exposed Key

    8.8M files

    Public website

    Exposed Key

    8.8M files

    1 minute 20 seconds

    5 minutes

  • 18

    minutes

    Control of the production registry

    Anonymous User to full control on 534 production images

    Public website

    Exposed Token

    Registry Control

    Public website

    Exposed Token

    Registry Control

    3 minutes

    15 minutes

  • 20

    minutes

    Remote Code Execution as Admin

    Admin credential + code-execution escalation

    Public website

    WP2Shell CVE

    Admin Access

    Public website

    WP2Shell CVE

    Admin Access

    5 minutes

    15 minutes

  • 42

    minutes

    Privileged access

    Public Internal, exploitation of SSRF to Internal Network

    Public website

    SSRF

    Internal Network

    Public website

    SSRF

    Internal Network

    2 minutes

    40 minutes

  • 1H

    3 minutes

    Full control over ERP system

    Valid Public Token exposing 7 years of Fleet Operations Finance

    Public website

    Exposed Token

    Fleet ERP Control

    Public website

    Exposed Token

    Fleet ERP Control

    3 minutes

    1 hour

  • 3H

    47 minutes

    Full Control over Maritime Port Access System

    Anonymous User to complete control on every physical gate

    Public website

    Improper Access Control

    Port Control

    Public website

    Improper Access Control

    Port Control

    1 minute 35 seconds

    3 hours 47 minutes

Wiz Research

Examples of risks addressed

These anonymized examples show high-impact exposures identified, disclosed, and successfully remediated.

We helped protect

8.8 millionfiles in a national heritage archive

An API key exposed on a web server allowed files to be read, changed, or deleted.
The key was rotated and its permissions limited to what was required.

Who should apply

We focus first on organizations where a successful attack could cause meaningful harm to people, communities, and the systems they depend on. Any individual or organization concerned about an exposed service can apply.

  • Essential services

    Energy, water, transportation and telecom

    • Public services
    • Healthcare
    • Critical infrastructure
    • Transportation & logistics
    • Utilities & essential systems
  • Digital infrastructure

    Organizations that build and operate the digital systems we all rely on.

    • AI, cloud & compute infra
    • Technology & SaaS
    • Telecommunications
    • Open-source projects
  • Community-serving organizations

    Organizations working to improve society and expand knowledge.

    • Nonprofits & NGOs
    • Education & research
    • International organizations

Bring Scan for Good to your organization

Are you defending critical services or foundational technology? Apply to express your interest in a complimentary assessment and remediation support.