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PMML Model File Vulnerability PoC

Vulnerability

XXE (External Entity Injection), Billion Laughs XML Bomb, and Field Explosion in PMML model files

Files

  • poc_billion_laughs.pmml โ€” 929 bytes, XML entity expansion to ~3GB (Billion Laughs attack)
  • poc_xxe.pmml โ€” 539 bytes, reads /etc/passwd via XML external entity
  • poc_many_fields.pmml โ€” 739KB, 10,000 DataField elements causing parser exhaustion
  • benign.pmml โ€” Clean PMML for comparison

Reproduce

from lxml import etree
tree = etree.parse('poc_billion_laughs.pmml')  # Expands to ~3GB, OOM
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