---
title: Anomalies across APIs
description: The across application programming interface (API) Anomalies REST API is used to fetch the list of anomalies.
component: pingintelligence
version: 5.2
page_id: pingintelligence:pingintelligence_reference_guide:pingintelligence_anomalies_across_apis
canonical_url: https://docs.pingidentity.com/pingintelligence/5.2/pingintelligence_reference_guide/pingintelligence_anomalies_across_apis.html
revdate: April 3, 2024
---

# Anomalies across APIs

The across application programming interface (API) *(tooltip: \<div class="paragraph">
\<p>A specification of interactions available for building software to access an application or service.\</p>
\</div>)* Anomalies REST API is used to fetch the list of anomalies.

The response contains the type of anomalies, the type ID and the date range when the anomaly was detected.

`Method: GET`

`URL: /v4/abs/anomalies?later_date=<>earlier_date=<>`

|            | Header     | Value       |
| ---------- | ---------- | ----------- |
| Access Key | `x-abs-ak` | *\<string>* |
| Secret Key | `x-abs-sk` | *\<string>* |

Sample Response:

```
[
    {
        "company": "ping identity",
        "anomaly_type": "Stolen API Key Attack - Per API Key",
        "type": 31,
        "name": "api_anomaly_type",
        "description": "Client (API Key) reusing API Keys to deceive application services",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    },
    {
        "company": "ping identity",
        "anomaly_type": "Probing Replay Attack - API Key",
        "type": 32,
        "name": "api_anomaly_type",
        "description": "Probing or breach attempts on an API service – also called fuzzing",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    },
    {
        "company": "ping identity",
        "anomaly_type": "Extended Probing Replay Attack - API key",
        "type": 33,
        "name": "api_anomaly_type",
        "description": "Probing or breach attempts on an API service – also called fuzzing",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    },
    {
        "company": "ping identity",
        "anomaly_type": "Account Takeover Attack Type 1 - Username",
        "type": 34,
        "name": "api_anomaly_type",
        "description": "Abnormal activity by user indicating his/her credentials are compromised",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    },
    {
        "company": "ping identity",
        "anomaly_type": "Account Takeover Attack Type 2 - Username",
        "type": 35,
        "name": "api_anomaly_type",
        "description": "Abnormal activity by user indicating his/her credentials are compromised",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    },
    {
        "company": "ping identity",
        "anomaly_type": "Sequence Attack",
        "type": 36,
        "name": "api_anomaly_type",
        "description": "Abnormal sequence of transactions",
        "earlier_date": "Wed May 22 12:00:00:000 2019",
        "later_date": "Fri Jun 28 12:00:00:000 2019",
        "api_name": "all"
    }
]
```