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API Security
AI Security Risks: Prompt Injection and LLM Vulnerabilities
Written by
Vynox Security Team
April 14, 2026

Table of Contents

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AI systems are powerful—but introduce new attack vectors.

⚠️ Key Risks

1. Prompt Injection

Attackers manipulate inputs to:

  • Override system instructions
  • Extract sensitive data

2. Data Leakage

  • Exposure of training data
  • Sensitive info retrieval

3. Model Abuse

  • Generating harmful outputs
  • Automated attacks

🔐 Mitigation Strategies

  • Input validation
  • Output filtering
  • Context isolation
  • Access control

🚀 Future Concern

AI security is still evolving — attackers are adapting fast.

✅ Conclusion

AI systems must be secured like any other critical infrastructure.

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