QALQAN·Qalqan Media·Rustam Mirzabayev·Mental Shield
QALQANSecurity Experts

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Human & AI Cognitive Synergy

Protecting people, businesses and digital infrastructure from the risks that arise when artificial intelligence is developed, deployed and used: AI agents, large language models, autonomous systems, corporate AI services and generative AI.

Key threats

  • Leaks of confidential data through AI services
  • Trade secrets handed to public models
  • Prompt injection and manipulation of AI agents
  • Unauthorised actions by autonomous AI agents
  • Erroneous or fabricated model output
  • Deepfakes, voice cloning and synthetic identities
  • AI phishing and automated social engineering
  • Poisoning or tampering with model data and knowledge
  • Use of insecure third-party models and AI services
  • Excessive permissions of AI agents
  • Erroneous automated decisions
  • Breaches of confidentiality and personal data protection
  • Uncontrolled use of AI by employees (shadow AI)
  • New AI attacks on information systems
  • Reputational, legal and operational risks of using AI

Typical tasks

  • Organisation-wide AI security audit
  • Audit of employees' use of generative AI
  • Audit of AI agents and their permissions
  • Corporate policy for the safe use of AI
  • Classification of data allowed and prohibited for AI systems
  • Threat modelling of AI systems
  • Vetting AI solutions before deployment
  • Red teaming of AI models and AI agents
  • Testing resilience to prompt injection
  • Setting up human-in-the-loop for critical operations
  • Managing AI agents' access to corporate systems
  • AI incident response procedures
  • Training executives and staff in the safe use of AI
  • Assessment of AI solution vendors
  • Expert assessment of emerging AI threats

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