Trend AI is simultaneously the source of new security risk and the means of defending against it

Summary

Deloitte's fifth trend describes a cybersecurity paradox facing organisations that deploy AI at scale. The capabilities that make AI commercially valuable also introduce new security risks, from shadow AI deployments to AI-accelerated attacks and weaknesses intrinsic to AI systems. At the same time, AI offers powerful capabilities to counter the very vulnerabilities it creates, including red teaming with AI agents, adversarial training and automated threat detection at machine speed. The report says traditional cybersecurity principles still apply but will need significant adaptation, because most cyber organisations were not designed to rely on digital intelligence. It stresses that the window for reactive approaches is closing. Its conclusion is that security should be embedded in AI initiatives from the outset and treated as an enabler of adoption rather than a constraint.