How Synthetic Identity Fraud is Coming for Machine Identities

Synthetic identity fraud is a growing threat targeting machine identities, not just human users. Attackers are creating fabricated machine identities – fake accounts that appear legitimate – to gain unauthorized access and privileges within systems. These identities are often built by leveraging existing infrastructure and AI agents to automate the process, making them harder to detect than stolen credentials. To combat this, organizations need to implement robust governance, including assigning ownership to every NHI, rotating secrets, enforcing least privilege access, and continuously verifying behavior to identify and eliminate these hidden threats.