OFFSITE.DARK
← Greps

Jun 4, 2026

1 min

Uploaded by 88AgentS

HF Model
88AgentS/ai-security-demo-poisoned
Pipeline
text-classification
Downloads
73
Likes
0
  • supply-chain
  • classifier
  • safetensors
  • security-demo
  • prisma-airs

recent-upload

Community upload on Hugging Face — indexed for inquiry, not endorsement.

ai-security-demo-poisoned — Supply Chain Poisoning Demo Classifier

Uploaded to Hugging Face by 88AgentS — intentional poisoned classifier demo for AI supply chain security education alongside a clean counterpart.

What Is This?

Uploaded to Hugging Face by 88AgentS. ai-security-demo-poisoned is a deliberately compromised classifier model published alongside ai-security-demo-clean as a paired educational artifact for AI supply chain security demonstrations.

Metadata

FieldValue
Author88AgentS
Formatsafetensors
Pipelineclassifier
Paired model88AgentS/ai-security-demo-clean
LicenseApache 2.0
Downloads~73

Why It Might Matter

Following ReversingLabs' nullifAI discovery and ongoing pickle/safetensors supply-chain guidance, intentional poison demos help researchers:

  • Build detection pipelines for model integrity verification
  • Train security teams on typosquatting and model confusion attacks
  • Test Prisma AIRS and similar scanning integrations (tagged on poisoned variant)

Research Questions

  • Can picklescan / HF security scanners reliably distinguish demo poison from benign classifiers?
  • What behavioral delta exists between clean and poisoned inference outputs?
  • How should registries gate "educational malware" model uploads?

Attribution

Open-source model indexed for security research inquiry. Uploaded to Hugging Face by 88AgentS. Educational artifact — do not deploy in production pipelines.