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Collection

The adversary is trying to gather data of interest from your AI system.

3 Techniques
MITRE ATLAS Framework

Attack Techniques

Explore the specific techniques adversaries use during the collection phase of AI attacks.

1
AML.T0035

Data from Information Repositories

Adversaries may collect data from information repositories in AI systems.

Examples:

  • •Extracting training data
  • •Collecting model configurations
  • •Gathering system documentation

Mitigations:

  • ✓Data access controls
  • ✓Encryption
  • ✓Data loss prevention

References:

MITRE ATLAS AML.T0035
2
AML.T0036

Data from Information Repositories

Adversaries may collect data from information repositories in AI systems.

Examples:

  • •Extracting training data
  • •Collecting model configurations
  • •Gathering system documentation

Mitigations:

  • ✓Data access controls
  • ✓Encryption
  • ✓Data loss prevention

References:

MITRE ATLAS AML.T0036
3
AML.T0037

Data from Information Repositories

Adversaries may collect data from information repositories in AI systems.

Examples:

  • •Extracting training data
  • •Collecting model configurations
  • •Gathering system documentation

Mitigations:

  • ✓Data access controls
  • ✓Encryption
  • ✓Data loss prevention

References:

MITRE ATLAS AML.T0037
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