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      • AI prompting: overview
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    • Audit gaps
      • AI assurance: overview
      • Input manipulation risks
      • Disclosure risks
      • Supply chain risks
      • Free diagnostic review
    • Human-led AI
      • Human-led AI: overview
      • ISO 9001
      • Other audit gaps
      • Risk controls
      • Sandbox environments
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      • Training: overview
      • Gradual upskilling
      • Confidentiality
    • About
      • Eye For Business
  • Home
  • ECHO™
    • AI prompting: overview
    • The ECHO Framework™
    • ECHO Basic™
    • ECHO+™
    • Persistent ECHO™
    • Dynamic ECHO™
  • Audit gaps
    • AI assurance: overview
    • Input manipulation risks
    • Disclosure risks
    • Supply chain risks
    • Free diagnostic review
  • Human-led AI
    • Human-led AI: overview
    • ISO 9001
    • Other audit gaps
    • Risk controls
    • Sandbox environments
  • Training
    • Training: overview
    • Gradual upskilling
    • Confidentiality
  • About
    • Eye For Business

AI ASSURANCE >> INPUT MANIPULATION THREATS

Prompt injection vulnerabilities

 Malicious attacks manipulate AI systems to extract confidential information and compromise business operations. SMEs must implement immediate defence protocols preventing data breaches, operational failures and regulatory violations threatening business survival. 

Critical vulnerabilities

Prompt injection enables data breaches

System manipulation threatens operations

System manipulation threatens operations

Attackers exploit AI processing to access confidential customer and business information. Template-based constraints and systematic input validation provide essential protection against sophisticated attacks targeting SME information assets and competitive advantages.

System manipulation threatens operations

System manipulation threatens operations

System manipulation threatens operations

 Boundary enforcement prevents attackers from overriding security controls and accessing restricted systems. Human verification checkpoints ensure expert oversight preventing automated security failures that expose SMEs to operational disruption and liability

Immediate protection requirements

System manipulation threatens operations

Immediate protection requirements

 Deploy systematic defence protocols preventing exposure to sophisticated attacks. Implement human oversight checkpoints and establish template-based constraints preventing unauthorised information access threatening business continuity and competitive position. 

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