Security Risks and Quantum Threats Slow AI Adoption, Report Finds
Security Risks and Quantum Threats Slow AI Adoption, Report Finds
A new report from cybersecurity firm Utimaco highlights growing concerns over data security as one of the biggest barriers to adopting artificial intelligence in organizations.
Published in its eBook “AI Quantum Resilience,” the company found that many businesses are hesitant to fully deploy AI systems due to risks associated with how data is collected, stored, and used. Since AI models rely heavily on large datasets, any compromise in data security can directly impact performance and reliability.
The report identifies several key risks, including the manipulation of training data, which can subtly degrade AI outputs, the potential theft or duplication of AI models, and the exposure of sensitive data during both training and real-world use.
Beyond current threats, Utimaco warns of a longer-term risk from quantum computing. Advances in quantum technology could eventually break today’s encryption methods, potentially exposing stored data that was previously considered secure. Experts caution that some groups may already be collecting encrypted data now with the intention of decrypting it in the future once quantum tools become available.
To address these risks, the report recommends that organizations strengthen security measures across the entire AI lifecycle—from data ingestion to model deployment and operation. It also highlights the need for “crypto-agility,” a strategy that allows systems to transition to quantum-resistant encryption without major redesigns.
In addition, the report emphasizes the importance of hardware-based security solutions, such as secure enclaves and key management systems. These tools can isolate sensitive data and cryptographic operations, helping ensure that even privileged users cannot access protected information.
While quantum threats may still be years away, Utimaco notes that decisions made today about data protection and infrastructure will determine how well organizations are prepared for the future.
