Changes made to an existing user, service, or machine account, including alterations to attributes, permissions, roles, authentication methods, or group memberships.
Adversary registers new devices to compromised user accounts to bypass MFA or conditional access policies via Azure Entra ID, Okta, or Duo self-enrollment portals.
Adversary leverages root or sudo access to alter system banners, web content directories (e.g., /var/www/html), or login configurations (/etc/issue). File creation or overwrites may coincide with suspicious script execution or cron job activity.
Account attribute changes (e.g., password set, group membership, servicePrincipalName, logon hours) correlated with unusual process lineage or timing, indicating privilege escalation or persistence via valid accounts.
Use of native tools or scripting (e.g., `usermod`, `passwd`, `groupmod`) to escalate permissions or persist access on existing users, correlated with login or process events.
Modifications to user accounts via `dscl`, `pwpolicy`, or System Preferences CLI (`sysadminctl`) that alter user groups, enable root, or bypass MDM restrictions.
Modifications to SSO/SAML user attributes (e.g., `isAdmin`, `role`, MFA bypass, App assignments) often through CLI, API, or rogue IdP apps.
Role escalation (e.g., Editor → Owner) in cloud collaboration tools (Google Workspace, O365) or file sharing apps to maintain elevated access.
Detects suspicious configuration changes in IdP authentication flows such as enabling reversible password encryption, MFA bypass, or policy weakening. Correlates policy modification events with unusual administrative activity.
Detects unauthorized changes to IAM authentication configurations such as disabling MFA, creating backdoor access keys, or altering trust policies. Correlates identity policy updates with unusual login behavior.
Correlated user account modification (reset, disable, deletion) events with anomalous process lineage (e.g., PowerShell or net.exe from an interactive session), especially outside of IT admin change windows or by non-admin users.
Deletion or disablement of user accounts in platforms like Okta, Salesforce, or Zoom with anomalies in admin session attributes or mass actions within short duration.
Detects conditional access policy changes, exclusion of accounts from MFA enforcement, or registration of new MFA factors by non-admin or anomalous users.
Detects suspicious MFA method changes, such as registration of weaker factors (e.g., SMS), or removal of MFA requirements for specific accounts or groups.
Detection of new IAM roles or policies attached to a user/service in AWS/GCP/Azure outside normal patterns or hours, often following account compromise.
Behavioral chain of a user being granted elevated privileges or roles in Entra ID or Okta following suspicious login or account creation activity.
Detection of new admin or role assignment actions within Microsoft 365/O365 environments to elevate access for persistence or lateral movement.
Disabling mailbox or tenant-level audit logging, often using Set-MailboxAuditBypassAssociation or downgrading license tiers. Defender view: sudden absence of mailbox activity logging for monitored users.
Detects registration of new PTA agents, conditional access changes disabling hybrid MFA enforcement, or suspicious updates to AD FS token-signing configurations.
Adversary modifies GPO containers or files under SYSVOL using LDAP, ADSI, PowerShell (e.g., New-GPOImmediateTask) or GUI tools. This includes directory object changes (e.g., gPCFileSysPath), delegation assignments (SeEnableDelegationPrivilege), and SYSVOL file writes (ScheduledTasks.xml, GptTmpl.inf).
Detects unauthorized additions of users or machine accounts to privileged local or domain groups (e.g., Administrators, Remote Desktop Users).
Detects unexpected use of usermod, gpasswd, or direct modification of /etc/group to elevate user group membership.
Detects use of `dseditgroup` or `dscl` to add users to privileged macOS groups (e.g., admin).
Adversaries create user accounts via identity provider APIs or admin portals (e.g., Azure AD, Okta). These accounts may be assigned elevated privileges or used in chained authentication. Detection monitors Add User activity from suspicious IPs or automation sources, followed by role/permission escalation.
Adversaries use cloud API, CLI, or console to create IAM users or roles. Initial CreateUser is followed by policy/role attachment. Detection monitors temporal chains involving IAM:CreateUser, AttachUserPolicy, and credential generation, especially from automation or foreign IP ranges.
Monitor for unexpected privilege elevation operations via SAML assertion manipulation, role injection, or changes to identity mappings that result in access escalation.
Detect sudden privilege escalations such as IAM role changes, user-assigned privilege boundaries, or elevation via assumed roles beyond normal behavior.
Detection of anomalous or unauthorized mailbox delegation activity (e.g., Add-MailboxPermission, Default/Anonymous mailbox permissions, Gmail delegation setup).
Detects creation or renaming of accounts with names that closely match known service, root, or admin accounts. Behavior often follows account discovery or deletion, attempting to blend into system activity logs using trusted name conventions.
Detects adversary creation of cloud or IdP accounts whose names resemble existing privileged or service accounts. May indicate preparation for privilege escalation or defense evasion.
Startup-based persistence mechanisms within Microsoft Office Suite like template macros and home page redirects being configured through internal automation or client-side settings.
Adversary modifies Active Directory domain trust settings via `netdom`, `nltest`, or PowerShell to add new domain trust or alter federation. Modifications occur in AD object attributes like trustDirection, trustType, trustAttributes, often paired with SeEnableDelegationPrivilege or certificate injection.
Addition of credentials (keys, app passwords, x.509 certs) to existing cloud accounts, service principals, or OAuth apps via portal or API by non-standard identities or IP ranges.
Cloud API usage to create/import SSH keys or generate new access keys (CreateAccessKey, ImportKeyPair, CreateLoginProfile) from non-console access or unusual principals.
Credential-related configuration changes in productivity apps, such as API key creation in Google Workspace, app tokens in Slack, or user-level OAuth credentials in M365.
Detects assignment of high-privilege roles to user or service accounts via Kubernetes RoleBinding or ClusterRoleBinding objects, especially outside of CI/CD automation or from unknown IPs.
Account creation via cloud service APIs or CLI, often associated with key generation. Monitored via CloudTrail or equivalent audit logs.