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Home Blogs How Can Businesses Detect Unusual Activity Across Privileged Accounts?
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How Can Businesses Detect Unusual Activity Across Privileged Accounts?

By
Minaj Shaikh
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September 30, 2026
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    How Can Businesses Detect Unusual Activity Across Privileged Accounts?
    How Can Businesses Detect Unusual Activity Across Privileged Accounts?

    Privileged accounts have access to systems and resources that ordinary users may not be able to reach. Administrators, infrastructure engineers, database managers and service accounts may all require elevated permissions to perform important tasks.

    Because of this access, unusual activity involving privileged accounts can create significant security concerns. Privileged account monitoring helps businesses observe how high-risk accounts are used and identify behavior that may require investigation.

    Why are privileged accounts so important?

    A privileged account can change configurations, create users, access sensitive information or control important systems.

    If an attacker gains access to such an account, the potential impact can be greater than compromising a standard user account.

    The challenge is that legitimate administrators also perform many powerful actions. Security teams therefore need to distinguish normal activity from behavior that may indicate misuse or compromise.

    What counts as unusual activity?

    Unusual behavior can take different forms.

    An administrator may log in from an unexpected location. A service account may suddenly access a system it has never used before. A privileged user may perform a large number of sensitive actions outside normal working patterns.

    No single activity automatically indicates an attack. The importance comes from the context and combination of signals.

    Building effective privileged account monitoring

    1. Maintain an accurate account inventory

    Businesses first need to know which privileged accounts exist.

    This includes administrator accounts, service accounts, cloud identities and other accounts with elevated permissions.

    Inactive accounts and unnecessary privileges should be reviewed regularly.

    2. Record high-risk activities

    Security teams should monitor important actions performed by privileged users.

    These may include changes to access permissions, security settings, configurations and sensitive data.

    Detailed logging can support investigations when suspicious behavior occurs.

    3. Establish normal behavior patterns

    Privileged account monitoring becomes more useful when security teams understand what normal activity looks like.

    For example, an administrator may regularly access certain systems during business hours. A sudden change in location, system access or activity volume may deserve additional attention.

    Behavioral baselines can help identify deviations.

    4. Use risk-based alerts

    Security teams can quickly become overwhelmed by alerts.

    Rather than generating notifications for every privileged action, businesses can prioritise higher-risk events.

    Repeated failed logins, unusual administrative activity or unexpected access to sensitive systems may require closer investigation.

    Why context matters

    A suspicious action does not always mean malicious intent.

    An administrator may be working on an urgent maintenance task, or a service account may have been updated as part of a planned application change.

    This is why privileged monitoring should be combined with information about users, devices, applications and business processes.

    Greater context can help reduce unnecessary investigations.

    Strengthen access controls

    Monitoring works best when supported by strong identity controls.

    Multi-factor authentication, just-in-time access and least-privilege principles can reduce the amount of standing privileged access available to users.

    Temporary elevation can also limit exposure by providing administrative permissions only when they are required.

    Protect service accounts too

    Privileged account monitoring should not focus only on human administrators.

    Applications and automated processes often use service accounts with significant permissions.

    These accounts may operate continuously and can be difficult to detect when their behavior changes.

    Businesses should document service account ownership and monitor their access patterns just as carefully as human accounts.

    Automation can improve detection

    Modern environments can generate large amounts of identity activity.

    Automation can help correlate login information, access patterns and system changes. This can allow security teams to identify potentially suspicious combinations of events more efficiently.

    Automated workflows can also help with alert prioritization and investigation.

    The Mainstream perspective

    Identity is becoming increasingly important to business security as more applications, cloud platforms and automated services rely on privileged access. The Mainstream continues to cover identity security, cybersecurity and technology leadership trends affecting modern digital operations.

    Final Thought

    Effective privileged account monitoring combines visibility, behavioral analysis, strong access controls and risk-based detection. By understanding who has elevated access and how those accounts behave, businesses can identify unusual activity earlier and reduce the potential impact of account compromise.

    • TAGS
    • Access Management
    • cio
    • Cyber Risk
    • cybersecurity
    • identity security
    • PAM
    • Privileged Account Monitoring
    • Privileged Accounts
    • Security Monitoring
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      Previous articleWhat Should CIOs Know About Security Risks in Modern APIs?
      Next articleWhat are the Security Challenges of Connected SaaS Applications?
      Minaj Shaikh
      Minaj Shaikh
      https://themainstream.co.in/
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