Identity , AI/ML Fabricated machine identities pose overlooked security risk July 23, 2026 Share By SC Staff (Adobe Stock) The Hacker News disclosed that a significant and often overlooked security threat involves fabricated machine identities, a concept analogous to synthetic identity fraud in the human realm. Instead of stealing existing credentials, attackers create entirely new, non-human identities that blend real and fake attributes, making them difficult to detect. This sophisticated attack method involves creating machine identities that were never legitimately provisioned. Attackers can manufacture these identities by combining real environmental attributes with fabricated ones, allowing them to appear as legitimate service accounts. Techniques include creating rogue service accounts, using tools like DCShadow to impersonate authority, or implanting shadow credentials onto existing objects. These fabricated identities can evade detection systems designed to catch stolen credentials because there is no compromised user or suspicious activity to flag. The rise of agentic AI further exacerbates this risk by automating the creation and deployment of these fake identities, blurring the lines between legitimate and fabricated machine entities. Organizations must implement strong governance, assign ownership to every non-human identity, rotate secrets regularly, enforce least privilege, and continuously verify behavior to defend against this evolving threat. Source: The Hacker News SC Staff Related Identity Google rolls out selfie video sign-in for account recovery SC Staff July 23, 2026 As outlined in The Register, Google has introduced a new account recovery method that utilizes selfie videos, allowing users to regain access to their accounts by providing a video of their face. Active Directory Identity Protocols Were Not Built for AI Agents SC Media Editorial Intelligence, reviewed by Peter Orlowski July 23, 2026 Non-human identities break protocol assumptions Active Directory Secrets, Certificates, and Key Management for Identity Teams SC Media Editorial Intelligence, reviewed by Peter Orlowski July 23, 2026 Microservices authentication represents the most common deployment Related Events Cybercast The identity evolution that enables AI confidence Tue Aug 11 Cybercast IAM for MSSPs: Real-World Deployments On-Demand Event Cybercast Privilege risk is in the lifecycle: A CISO discussion on modernizing identity control On-Demand Event Get daily email updates SC Media's daily must-read of the most current and pressing daily news Business Email By clicking the Subscribe button below, you agree to SC Media Terms of Use and Privacy Policy . Subscribe Related Terms Basic Authentication Biometrics Certificate-Based Authentication Challenge-Handshake Authentication Protocol (CHAP) Digest Authentication Digital Certificate Discretionary Access Control (DAC) You can skip this ad in 5 seconds