PromptRiskDBThreat intelligence atlas

Hardware - AI Security Technique

AI Security Technique

Adversaries may target AI systems by disrupting or manipulating the hardware supply chain. AI models often run on specialized hardware such as GPUs, TPUs, or embedded devices, but may also be optimized to operate on CPUs.

Overview

A source-backed snapshot of this AI security technique.

Tactics0Attacker goals connected to this method.
Mitigations0Defenses that may help against this attack.
AI risks1Research-backed risks connected to this topic.

Technique details

Identifiers, maturity, and source taxonomy for this technique.

ATLAS ID
AML.T0010.000
Maturity
feasible
Priority score
15

Attack flow

How to read the public records connected to this technique.

1. TechniqueRead the ATLAS description and evidence level.
2. TacticsSee which attacker goals this method supports.
3. ExamplesCheck whether public case studies mention it.
4. DefensesReview safeguards mapped by ATLAS.
5. SourcesOpen the original public records and references.

Impact

Why this technique may deserve attention in the current dataset.

  • Evidence levelfeasible
  • Mapped defenses0 ATLAS mitigation records
  • Public examples0 linked case study records
  • Research risks1 related MIT AI Risk records above the confidence threshold
  • Vulnerabilities0 linked CVE records

Mitigations

Defenses that may help against this attack.

No connected defenses. No defense is connected to this attack in the current data.

Case studies

Examples from public reports and exercises.

No case studies found. No public example is connected to this attack in the current data.

Source evidence

Original public records and references for this page.