> For the complete documentation index, see [llms.txt](https://cortex-docs.paloaltonetworks.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://cortex-docs.paloaltonetworks.com/analytics-alerts/alerts-by-name/ip-rotation-pattern-in-sso-spray.md).

# IP Rotation Pattern in SSO Spray

### Synopsis

| Field                | Value                                                                                                                            |
| -------------------- | -------------------------------------------------------------------------------------------------------------------------------- |
| Activation Period    | 14 Days                                                                                                                          |
| Training Period      | 30 Days                                                                                                                          |
| Test Period          | 1 Hour                                                                                                                           |
| Deduplication Period | 1 Day                                                                                                                            |
| Required Data        | <p>Requires one of the following data sources:<br>AzureAD OR Azure SignIn Log OR Idira OR Duo OR Okta OR OneLogin OR PingOne</p> |
| Detection Modules    | Identity Analytics                                                                                                               |
| ATT\&CK Tactic       | Credential Access (TA0006), Resource Development (TA0042)                                                                        |
| ATT\&CK Technique    | Brute Force: Password Spraying (T1110.003), Brute Force: Password Guessing (T1110.001), Compromise Accounts (T1586)              |
| Severity             | Informational                                                                                                                    |

### Description

A high volume of SSO authentication attempts was observed in a short time window. This behavior may indicate a password spray attack targeting multiple accounts.

### Attacker's Goals

An attacker may be attempting to compromise user accounts through unauthorized access attempts.

### Investigative actions

* Determine if the activity was performed by a legitimate user.
* Check for any successful logins that occurred following a series of failed attempts.
* Investigate the AS organization and evaluate the ASN's reputation for malicious activity.
* Review historical login behavior from the same IP addresses or ASN.
* Validate whether MFA was triggered or bypassed during the authentication attempts.

### Variations

<details>

<summary>Potential Targeted SSO Password Spray Activity Detected</summary>

**Synopsis**

| Field             | Value                                                                                                               |
| ----------------- | ------------------------------------------------------------------------------------------------------------------- |
| ATT\&CK Tactic    | Credential Access (TA0006), Resource Development (TA0042)                                                           |
| ATT\&CK Technique | Brute Force: Password Spraying (T1110.003), Brute Force: Password Guessing (T1110.001), Compromise Accounts (T1586) |
| Severity          | Medium                                                                                                              |

**Description**

A high volume of SSO authentication attempts was observed in a short time window. This behavior may indicate a password spray attack targeting multiple accounts.

**Attacker's Goals**

An attacker may be attempting to compromise user accounts through unauthorized access attempts.

**Investigative actions**

* Determine if the activity was performed by a legitimate user.
* Check for any successful logins that occurred following a series of failed attempts.
* Investigate the AS organization and evaluate the ASN's reputation for malicious activity.
* Review historical login behavior from the same IP addresses or ASN.
* Validate whether MFA was triggered or bypassed during the authentication attempts.

</details>

<details>

<summary>Suspicious SSO Login Attempts from Multiple IPs</summary>

**Synopsis**

| Field             | Value                                                                                                               |
| ----------------- | ------------------------------------------------------------------------------------------------------------------- |
| ATT\&CK Tactic    | Credential Access (TA0006), Resource Development (TA0042)                                                           |
| ATT\&CK Technique | Brute Force: Password Spraying (T1110.003), Brute Force: Password Guessing (T1110.001), Compromise Accounts (T1586) |
| Severity          | Low                                                                                                                 |

**Description**

A high volume of SSO authentication attempts was observed in a short time window. This behavior may indicate a password spray attack targeting multiple accounts.

**Attacker's Goals**

An attacker may be attempting to compromise user accounts through unauthorized access attempts.

**Investigative actions**

* Determine if the activity was performed by a legitimate user.
* Check for any successful logins that occurred following a series of failed attempts.
* Investigate the AS organization and evaluate the ASN's reputation for malicious activity.
* Review historical login behavior from the same IP addresses or ASN.
* Validate whether MFA was triggered or bypassed during the authentication attempts.

</details>


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