AI/ML Adversarial Threat Landscape
Attack AI and ML systems using MITRE ATLAS tactics — reconnaissance against ML pipelines, adversarial input crafting, model poisoning, model theft via extraction, and full AI kill chain synthesis using real incident case studies.
Certificate Paths
These stages map to Network+, Security+, ISC² CC, and CySA+ exam domains →
This module references MITRE ATLAS™ content. MITRE ATLAS™ is developed by The MITRE Corporation. Content is based on the ATLAS knowledge base, licensed under CC BY 4.0. Learn more ↗CC BY 4.0
MITRE Corporation HQ
The Model Profiler
Shadow AI Lab
The Proxy Model Builder
HuggingFace HQ
The Supply Chain Infiltrator
OpenAI HQ
The Black Box Prober
MIT CSAIL
The Adversarial Crafter
CrowdStrike AI Lab
The Detector Dodger
Google DeepMind
The Pipeline Mapper
Microsoft Research
The Memory Miner
Carnegie Mellon CyLab
The Transfer Agent
Scale AI HQ
The Model Thief
Microsoft Tay Incident
The Poisoner
NIST AI Risk Management Framework
The AI Kill Chain