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Potential Account Takeover - Logon from New Source IP

Identifies a user account that normally logs in with high volume from one source IP suddenly logging in from a different source IP. This pattern (one IP with many successful logons, another IP with very few) may indicate account takeover or use of stolen credentials from a new location.

MITRE ATT&CK

privilege-escalation

Detection Query

from logs-system.security*, logs-windows.forwarded*, winlogbeat-* metadata _id, _version, _index
| where event.category == "authentication" and event.action == "logged-in" and winlog.event_id == "4624" and 
        event.outcome == "success" and winlog.logon.type in ("Network", "RemoteInteractive") and 
		source.ip is not null and source.ip != "127.0.0.1" and not to_string(source.ip) like "*::*" and not user.name like "*$"
| stats logon_count = COUNT(*), host_names = VALUES(host.name) by user.name, user.id, source.ip
| stats 
    Esql.max_logon = MAX(logon_count),
    Esql.min_logon = MIN(logon_count),
    Esql.unique_host_count = COUNT_DISTINCT(host_names),
    Esql.host_name_values = VALUES(host_names),
    Esql.source_ip_values = VALUES(source.ip),
    Esql.count_distinct_source_ip = COUNT_DISTINCT(source.ip) by user.name, user.id

// high count of logons is often associated with service account tied to a specific source.ip, if observed in use from a new source.ip it's suspicious
| where Esql.max_logon >= 1000 and (Esql.min_logon >= 1 and Esql.min_logon <= 5) and Esql.count_distinct_source_ip == 2 and Esql.unique_host_count >= 2
| eval source.ip = MV_FIRST(Esql.source_ip_values), host.name = MV_FIRST(Esql.host_name_values)
| KEEP user.name, user.id, host.name, source.ip, Esql.*

Author

Elastic

Created

2026/02/25

Data Sources

Windows Security Event Logs

Tags

Domain: EndpointOS: WindowsUse Case: Threat DetectionTactic: Privilege EscalationData Source: Windows Security Event LogsResources: Investigation Guide
Raw Content
[metadata]
creation_date = "2026/02/25"
integration = ["system", "windows"]
maturity = "production"
updated_date = "2026/03/23"

[rule]
author = ["Elastic"]
description = """
Identifies a user account that normally logs in with high volume from one source IP suddenly logging in from a different
source IP. This pattern (one IP with many successful logons, another IP with very few) may indicate account takeover
or use of stolen credentials from a new location.
"""
from = "now-15m"
interval = "14m"
language = "esql"
license = "Elastic License v2"
name = "Potential Account Takeover - Logon from New Source IP"
note = """## Triage and analysis

### Investigating Potential Account Takeover - Logon from New Source IP

An account that historically logs in many times from a single source IP (e.g. usual workstation or VPN) and then shows successful logons from exactly one other IP with a low count may indicate credential compromise and use from a new location (account takeover).

### Possible investigation steps

- Confirm with the account owner whether they recently logged in from the new source IP or from a new device/location.
- Check the new source IP for reputation, geography, and whether it is expected (e.g. corporate VPN range vs unknown).
- Correlate with other alerts for the same user or source IP (e.g. logon failures, password changes, MFA changes).
- Review timeline: if the "new" IP logon is very recent compared to the high-count IP, treat as higher priority.

### False positive analysis

- Legitimate use from a second device (e.g. new laptop, second office, VPN from travel) can produce exactly two IPs with one IP having few logons. Tune threshold (e.g. max_logon >= 100) or add exclusions for known VPN/remote ranges if needed.
- Service or shared accounts that are used from multiple jump hosts or scripts may show two IPs; consider excluding known service accounts.

### Response and remediation

- If takeover is confirmed: force password reset, revoke sessions, and enable or enforce MFA. Disable or lock the account until the user verifies identity.
- Investigate how credentials may have been compromised (phishing, breach, endpoint) and address the vector.
"""
references = ["https://attack.mitre.org/techniques/T1078/"]
risk_score = 47
rule_id = "a1b2c3d4-e5f6-4a5b-8c9d-0e1f2a3b4c5d"
severity = "medium"
tags = [
    "Domain: Endpoint",
    "OS: Windows",
    "Use Case: Threat Detection",
    "Tactic: Privilege Escalation",
    "Data Source: Windows Security Event Logs",
    "Resources: Investigation Guide",
]
timestamp_override = "event.ingested"
type = "esql"

query = '''
from logs-system.security*, logs-windows.forwarded*, winlogbeat-* metadata _id, _version, _index
| where event.category == "authentication" and event.action == "logged-in" and winlog.event_id == "4624" and 
        event.outcome == "success" and winlog.logon.type in ("Network", "RemoteInteractive") and 
		source.ip is not null and source.ip != "127.0.0.1" and not to_string(source.ip) like "*::*" and not user.name like "*$"
| stats logon_count = COUNT(*), host_names = VALUES(host.name) by user.name, user.id, source.ip
| stats 
    Esql.max_logon = MAX(logon_count),
    Esql.min_logon = MIN(logon_count),
    Esql.unique_host_count = COUNT_DISTINCT(host_names),
    Esql.host_name_values = VALUES(host_names),
    Esql.source_ip_values = VALUES(source.ip),
    Esql.count_distinct_source_ip = COUNT_DISTINCT(source.ip) by user.name, user.id

// high count of logons is often associated with service account tied to a specific source.ip, if observed in use from a new source.ip it's suspicious
| where Esql.max_logon >= 1000 and (Esql.min_logon >= 1 and Esql.min_logon <= 5) and Esql.count_distinct_source_ip == 2 and Esql.unique_host_count >= 2
| eval source.ip = MV_FIRST(Esql.source_ip_values), host.name = MV_FIRST(Esql.host_name_values)
| KEEP user.name, user.id, host.name, source.ip, Esql.*
'''

[[rule.threat]]
framework = "MITRE ATT&CK"
[[rule.threat.technique]]
id = "T1078"
name = "Valid Accounts"
reference = "https://attack.mitre.org/techniques/T1078/"


[rule.threat.tactic]
id = "TA0004"
name = "Privilege Escalation"
reference = "https://attack.mitre.org/tactics/TA0004/"