τTao OutsiderSubnet Intelligence
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Bittensor Build Intelligence · SN26

Perturb

Perturb AI — Harden Your AI Against Invisible Attacks

Decentralized adversarial robustness network

Active developmentPublic product pathEvidence confidence: high
Open productOfficial websiteGitHubX profile
Current evidence

At a glance

Updated 2026-07-12

A compact view of the current-owner product, code and evidence state. Historical activity is excluded whenever ownership is unresolved.

Build score62/100Current-owner evidence only
Build rank#29 of 119Eligible subnets
DevelopmentActive development
ProductPublic product path
Commits · 7d / 30d8 / 22
Latest releaseNo public release attachedNo release date
Utility first

Product

Public product path

What it is building

Perturb AI — Harden Your AI Against Invisible Attacks

Public accessUsable path found

How to access and use it

  1. Test the app flow and validate credentials before production use.
  2. Purpose: Perturb AI — Harden Your AI Against Invisible Attacks
Product scopeApp or demo
Repository intelligence

Development

Code evidence 7/10
Commits · 7d8
Commits · 30d22
Merged PRs · 7dUnavailable
Contributors · 30d1
RepositoriesUnavailable
Technical maturityMature / active
Open current GitHub evidence

Build score attribution

Code activity12/20
Product evidence14/20
Release discipline2/15
Developer participation4/15
Documentation10/10
Miner / validator readiness10/10
Communication freshness10/10
Operational evidence

Mining and validation

Miner / validator instructions documented
Readiness

Miner / validator instructions documented

Current public evidence for starting a miner or validator.

Instructions

Miner / validator path

Miner / validator instructions documented

Repository maturity

Mature / active

Technical maturity inferred from current public repository evidence.

Product in repo

Implementation evidence

Product / API / app traceable in GitHub

Confirm current-owner documentation, hardware requirements, dependencies and incentive mechanics before allocating compute or capital.

What changed

Latest public updates

2 evidence events
Announcement

Latest official update

Perturb vs Standard Adversarial Attack Mechanisms Here are the references used: ART (IBM Adversarial Robustness Toolbox): https://t.co/aHqtAWyaOd ART project page: https://t.co/4fQsASDhsi Foolbox: https://t.co/xO6p

Proof boundary

Sources and freshness

4 verified paths

A public link proves attribution, not quality. Cross-check the website, repository, X profile and official Discord whenever ownership changes.

Verified path

Official website

Current public website attributed to this subnet.

Open source
Verified path

Product / API

Usable app, playground or API access path.

Open source
Evidence gap

Documentation

Technical or product documentation.

Not available
Verified path

GitHub

Current public repository attribution.

Open source
Verified path

X profile

Official or cross-verified social identity.

Open source
Evidence gap

Discord

Community and ownership confirmation path.

Not available

Evidence flags

  • No critical current-owner evidence flags are attached.
Evidence-led editorial view

Nora Verdict

Product and development evidence align

Current public sources support both a usable product path and ongoing development.

Coming soon

Outsider Verdict

Victor final editorial assessment will follow evidence review and any required off-chain confirmation.