How Can SMEs Detect Suspicious Activity Across Business Systems?

SMEs can detect suspicious activity by collecting and reviewing security logs, authentication records, endpoint alerts, email events and network activity for unusual patterns. Combining automated alerts with regular human review helps identify potential unauthorised access, malware, data theft and account misuse before they develop into larger incidents.

SMEs detect suspicious activity most effectively by establishing what normal business behaviour looks like, identifying meaningful deviations, and investigating those deviations against their wider context. A single unusual event is not necessarily an attack; a combination of related anomalies, such as an unfamiliar sign-in followed by privilege changes or unusual file access, is more significant.

Start with a clear view of normal activity. Detection depends on comparison. Document which users normally access particular systems, where staff usually connect from, which applications exchange data, and what administrative tasks are expected. Include service accounts, shared devices, remote workers and third-party connections in this baseline. Without this context, security teams may either miss genuine threats or generate so many false alarms that important warnings are overlooked.

Review the following characteristics when defining normal behaviour:

  • Typical sign-in locations, devices and times for each user or department
  • Normal volumes and destinations for file transfers and email activity
  • Expected use of privileged accounts and administrative functions
  • Standard software, configuration changes and scheduled tasks on business devices
  • Usual connections between cloud services, internal systems and suppliers

Prioritise patterns over isolated alerts. Detection tools should connect related events where possible. For example, an unusual login may be low risk on its own, but the risk increases if the same account then creates a forwarding rule, downloads a large amount of data or attempts to access systems it has not previously used. Correlation helps distinguish routine activity from a sequence that may indicate account compromise, malware, insider misuse or data theft.

Useful warning signs include:

  • Repeated authentication failures followed by a successful login
  • Sign-ins from locations or devices that do not match the user’s established pattern
  • New administrator accounts, unexpected permission changes or disabled security controls
  • Unusual bulk access, renaming, encryption or deletion of files
  • Unexpected mailbox rules, forwarding settings or changes to recovery details
  • Security software being stopped, altered or excluded from scanning
  • Connections to unfamiliar infrastructure or communication between systems that normally have no relationship

Use risk-based alerting. An effective monitoring arrangement assigns greater priority to activity involving sensitive data, privileged accounts, critical systems or unusual combinations of events. Rules should consider the user’s role and the asset involved rather than treating every warning equally. A failed login to a low-risk service is different from repeated failures against an administrator account, for example.

Alert rules should also have an owner, a reason for existing and a documented response. Review them when systems, working practices or staff responsibilities change. Suppressing alerts without recording the justification creates blind spots, while leaving irrelevant rules active can cause alert fatigue.

Investigate alerts in a consistent sequence. When an alert is raised, record the time, affected account, device, system, source and activity involved. Establish whether the event was authorised, whether the account or device was already showing other warning signs, and whether the activity affected data or business operations. Preserve relevant evidence before making changes that could remove useful information.

  1. Validate the alert and rule out known maintenance, automated jobs or approved administrative work.
  2. Identify the account, device, application and data involved.
  3. Trace related activity before and after the event to establish a timeline.
  4. Assess the likely impact, including access gained, data viewed and systems reached.
  5. Contain confirmed or high-risk activity under the organisation’s incident response procedure.
  6. Document the decision, evidence and follow-up actions.

Make monitoring useful for a small business. SMEs do not necessarily need a large internal security team, but they do need defined responsibilities. Decide who reviews alerts, who can approve containment actions, who contacts affected staff and who determines whether an incident must be reported. Monitoring arrangements should cover important cloud services, user accounts, endpoints, network controls and backup infrastructure rather than focusing on one technology in isolation.

Log collection and retention should be proportionate to the organisation’s risks and legal obligations. Logs need accurate timestamps, controlled access and protection from unauthorised alteration. If records are incomplete, poorly synchronised or automatically deleted too quickly, it becomes harder to reconstruct what happened. Access to monitoring data should itself be restricted because logs may contain personal, operational or commercially sensitive information.

Test whether detection works. A business should not assume that a security control will generate a useful warning simply because it is enabled. Controlled tests can check whether suspicious sign-ins, privilege changes, malicious file behaviour or unauthorised data access produce an alert, reach the right person and result in an appropriate investigation. Record gaps and retest after significant changes to systems or policies.

Detection should also connect with response planning. If an alert cannot be investigated because nobody knows who owns the system, or if an account cannot be contained without disrupting critical operations, the monitoring process has exposed a wider control weakness. Use findings to improve access controls, staff training, system configuration and incident procedures.

S2 Technology Group supports SMEs with cyber security advice, ongoing IT management and infrastructure considerations that can contribute to better visibility across business systems. The appropriate approach depends on the organisation’s systems, data, users and risk profile, so monitoring should be designed as part of a wider security framework rather than added as an isolated tool.

Security analyst reviewing alerts and access logs across multiple business systems

Detecting suspicious activity across business systems also requires clear rules for how monitoring data is handled. Security logs may contain usernames, device details, email metadata, file names and information about working patterns, so access should be limited to authorised personnel and used for defined security purposes.

Document what is monitored, why it is monitored, who can review alerts and how long records are retained. Explain these arrangements to staff and include suppliers or contractors where their accounts connect to business systems. A documented approach helps distinguish legitimate security investigation from inappropriate monitoring, while preserving the evidence needed to assess unusual activity.

S2 Technology Group can help SMEs consider monitoring requirements alongside wider cyber security and IT management controls, taking account of the organisation’s systems, users and risk profile.

Discuss Suspicious Activity Detection for Your SME

Discuss your organisation’s suspicious activity detection requirements with S2 Technology Group and identify practical next steps for improving visibility across your business systems.