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  • Home
  • Quick start
      • Billing
      • Integrations
      • Platform
      • Scanner
      • Ask our pentesters to explain a vulnerability
      • Fix code with gen AI from the IDE
      • See safe dependency versions
      • Import repositories to test
      • Invite team members to sign up
      • Billing for the Advanced plan
      • Continuous Hacking free trial, plans and pricing
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • CVSSF metric
      • Glossary
      • Main website
      • Platform demo
      • Tutorial videos
      • What is DAST?
      • What is SAST?
      • Assign vulnerability remediation to a team member
      • See details of the reported security vulnerabilities
    • Sign up to Fluid Attacks
      • Break the build
      • Install CI Gate to break the build
      • Verify whether a fix was successful
  • Find and fix
    • Access to your assets
      • Cloud
      • Connector
      • Egress
      • Set up an AWS IAM role
      • Summary of mechanisms used to access assets
      • Types of authentication used
      • Fix code automatically with gen AI
      • Get AI-generated guides for remediation
      • Contribute to enhancing the scanners
      • Fluid Attacks' scanners
      • Know and reproduce the scanner’s OWASP Benchmark results
      • Pentesters' tools
    • Machine
      • Configure and use Sorts on your own
      • Introduction to Fluid Attacks' AI tool
      • Accuracy SLA
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      • False negatives
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      • Scope
      • Service-level agreement summary
        • 2023
        • 2024
        • 2025
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      • Documentation sections
      • Roadmap
      • Supported AI functions
      • Supported attack surfaces
      • Supported binaries
      • Supported browsers
      • Supported CI/CD
      • Supported clouds
      • Supported CVEs for reachability analysis
      • Supported evidence formats
      • Supported frameworks
      • Supported IDE functionalities
      • Supported languages
      • Supported languages for vulnerability fixes
      • Supported package managers
      • Supported remediation
      • Supported SCM systems
      • Supported secrets
      • Supported standards
      • Supported ticketing systems
      • CVSS score adjustment
      • Find reachable dependency vulnerabilities
      • Vulnerability signature update
      • What is SCA?
      • APK scanner configuration file
      • DAST scanner configuration file
      • SAST scanner configuration file
      • SCA scanner configuration file
      • Scan with a configuration file
    • Use the Platform
        • Platform sections and header items
        • Sign-up and login authentication
        • Create and delete groups
        • Create another organization
        • Know your Groups section
        • Manage a group's configuration
        • Register payment information
        • See the target of evaluation's status and SBOM
        • Sort groups into portfolios
        • Invite contributing developers
        • Manage members
        • Manage your organization's authors
        • Understand roles
        • Import repositories fast and safely with OAuth
        • Manage environments
        • Manage repositories
        • Manage your credentials
        • Resolve events impeding tests
        • See retrieved repositories not yet added to any group
        • Analyze your supply chain security
        • Assign treatments
        • Correlate your threat model to vulnerabilities
        • Examine the evidence of exploitability
        • Request a vulnerability be dismissed as Zero Risk
        • See vulnerabilities assigned to you
        • See where vulnerabilities are and more details
        • Verify fixes with reattacks
        • Ask the AI Agent
        • Ask via chat
        • Post comments
        • Send Fluid Attacks an email
        • Talk to a Pentester
        • Watch certifiable tutorial videos or get a demo
        • Access recent downloads
        • Check your compliance with standards
        • View analytics common to orgs, groups and portfolios
        • Download a report of detected vulnerabilities
        • View analytics for the group level only
        • View analytics for the portfolio level only
        • Use analytics charts options
        • View and download logs
        • Accept vulnerabilities
        • Manage fix prioritization policies
        • Manage security gates
        • Prevent the deployment of builds with vulnerabilities
        • View details of the security of your builds
        • Enable and disable notifications
        • Explore the user menu
        • Leave group
        • Subscribe to news
      • Manage repositories
      • See vulnerabilities
      • Exclude findings from scan reports
      • Run scans locally
      • Understand the scanner output
      • Use standalone scanners
      • Use the scanners in CI/CD
  • Integrations
      • Local tools
      • Access Talk to a Pentester and help from Jira issues
      • Automate Jira issue creation
      • Create Jira issues for vulnerabilities
      • Go to vulnerability evidence and more from Jira issues
      • Install the Fluid Attacks app for Jira Cloud
      • Link vulnerabilities to Jira issues or unlink them
      • Request reattacks from Jira issues
      • Set up the Jira integration
      • Set up the Azure DevOps integration
      • Set up the GitLab integration
      • Install the VS Code extension
      • View vulnerable lines, use fix options and more
      • VS Code extension error and solution catalog
      • Identify and address vulnerabilities from IntelliJ
      • Install the IntelliJ plugin
      • Identify and address vulnerabilities from Cursor
      • Install the Cursor extension
      • AWS Marketplace integration
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
      • Excluding files from analysis
      • Integrate with Azure DevOps Peer Reviewer Assistant
      • Integrate with GitLab Peer Reviewer Assistant
      • Troubleshooting
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      • Learn the basics of the Fluid Attacks API
      • Things to know before using the API
  • Stack
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      • GraphQL
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      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
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      • Platform authorization
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
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      • AWS
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      • Bedrock
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      • Claude 3.5 Sonnet
      • Cloudflare
      • CloudWatch
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      • dbt
      • DynamoDB
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      • Access revocation
      • Endpoint
      • Authorization for clients
      • Authorization for Fluid Attacks staff
      • Secret rotation
      • Secure employee termination
      • Session management
      • Distributed apps
      • Distributed firewall
      • Everything backed up
      • Multiple zones
      • Recovery objective
      • Device (re)enrolling
      • Direct hiring
      • Encryption at rest
      • Encryption in transit
      • No personal gain
      • Personnel NDA
      • Secure deletion
      • Awareness
      • Certification Hub
      • Certified cloud provider
      • Certified security analysts
      • Comprehensive reporting
      • Developing for integrity
      • Extensive hiring process
      • Monitoring
      • Production data not used for dev or test
      • Secure emails
      • Software Artifacts SLSA levels
      • Static website
      • Training plan
      • Everything as code
      • Extensive logs
      • Data privacy policy
      • Data policies
      • Email obfuscation
      • Employee time tracking software
      • Manual for the National Database Registry (NDR)
      • OTR messaging
      • Polygraph tests
      • Project pseudonymization
      • Retention
      • Secure delivery of sensitive data
      • Transparent use of cookies
      • Unsubscribe email
      • Continuity and recovery
      • Equipment and telecommuting
      • Everything is decentralized
      • Redundant roles
      • Complaint management
      • Data leakage policy
      • Ethics hotline
      • Help channel
      • Incident management
      • Information security responsibility
      • Open source
      • Quality policy
      • Status page
      • Testing our technology
      • Vulnerability releasing
  • Compare
    • 42Crunch
    • 7 Way Security
    • Aikido
    • Anvil Secure
    • Apiiro
    • AppCheck
    • Appdome
    • Appknox
    • Aqua
    • ArmorCode
    • Arnica
    • Astra
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
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    • Moderne
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    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
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    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath

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On This Page

  • File prioritization with Sorts
  • Ways to utilize Sorts
Find and fixPrioritize FilesIntroduction to Fluid Attacks' AI tool

Introduction to Fluid Attacks’ AI tool

Artificial intelligence (AI) is revolutionizing various fields by providing tools that augment human capabilities. Fluid Attacks  leverages the power of AI to enhance the value it delivers to its customers. Specifically, AI enables Fluid Attacks’ hacking team to start reporting vulnerabilities in your applications earlier than otherwise and allows the creation of software features to automatically provide fix suggestions.

File prioritization with Sorts

Fluid Attacks has developed an AI-powered tool called Sorts. This tool assists in identifying the likelihoods of files within a Git repository to contain security vulnerabilities, so that they can be prioritized for manual security testing. Sorts achieves this by analyzing information about vulnerable files on Fluid Attacks’ platform and employing machine learning to train an ever-evolving model that predicts the vulnerability probability of files.

Ways to utilize Sorts

Fluid Attacks’ Sorts can be used in two ways:

  • Integrated with the Advanced plan: When you subscribe to the Advanced plan of Fluid Attacks’ Continuous Hacking, a certified hacking team utilizes Sorts to expedite the vulnerability discovery process. This is particularly beneficial for the inspection of repositories containing hundreds or thousands of files, as Sorts helps prioritize assessment efforts.
  • As a free and open-source standalone tool: This option allows you to use Sorts as a command-line interface (CLI) tool analyze your source code repository and generate a report in your preferred format (JSON or CSV), or configure the tool to run in your CI/CD pipeline. Detailed instructions can be found in the guide Configure and use Sorts on your own .
Last updated on February 14, 2026
Configure and use Sorts on your ownAccuracy SLA

Fluid Attacks 2026. All rights reserved.