diff --git a/README.md b/README.md
index 6ff36fa6..7cf67dbd 100644
--- a/README.md
+++ b/README.md
@@ -10,6 +10,7 @@ Prometheus exporter for Windows machines, using the WMI (Windows Management Inst
 Name     | Description | Enabled by default
 ---------|-------------|--------------------
 [ad](docs/collector.ad.md) | Active Directory Domain Services |
+[adfs](docs/collector.adfs.md) | Active Directory Federation Services |
 [cpu](docs/collector.cpu.md) | CPU usage | ✓
 [cs](docs/collector.cs.md) | "Computer System" metrics (system properties, num cpus/total memory) | ✓
 [container](docs/collector.container.md) | Container metrics |
diff --git a/collector/adfs.go b/collector/adfs.go
new file mode 100644
index 00000000..673da086
--- /dev/null
+++ b/collector/adfs.go
@@ -0,0 +1,190 @@
+// +build windows
+
+package collector
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+)
+
+func init() {
+	Factories["adfs"] = newADFSCollector
+}
+
+type adfsCollector struct {
+	adLoginConnectionFailures        *prometheus.Desc
+	certificateAuthentications       *prometheus.Desc
+	deviceAuthentications            *prometheus.Desc
+	extranetAccountLockouts          *prometheus.Desc
+	federatedAuthentications         *prometheus.Desc
+	passportAuthentications          *prometheus.Desc
+	passiveRequests                  *prometheus.Desc
+	passwordChangeFailed             *prometheus.Desc
+	passwordChangeSucceeded          *prometheus.Desc
+	tokenRequests                    *prometheus.Desc
+	windowsIntegratedAuthentications *prometheus.Desc
+}
+
+// newADFSCollector constructs a new adfsCollector
+func newADFSCollector() (Collector, error) {
+	const subsystem = "adfs"
+
+	return &adfsCollector{
+		adLoginConnectionFailures: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "ad_login_connection_failures"),
+			"Total number of connection failures to an Active Directory domain controller",
+			nil,
+			nil,
+		),
+		certificateAuthentications: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "certificate_authentications"),
+			"Total number of User Certificate authentications",
+			nil,
+			nil,
+		),
+		deviceAuthentications: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "device_authentications"),
+			"Total number of Device authentications",
+			nil,
+			nil,
+		),
+		extranetAccountLockouts: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "extranet_account_lockouts"),
+			"Total number of Extranet Account Lockouts",
+			nil,
+			nil,
+		),
+		federatedAuthentications: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "federated_authentications"),
+			"Total number of authentications from a federated source",
+			nil,
+			nil,
+		),
+		passportAuthentications: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "passport_authentications"),
+			"Total number of Microsoft Passport SSO authentications",
+			nil,
+			nil,
+		),
+		passiveRequests: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "passive_requests"),
+			"Total number of passive (browser-based) requests",
+			nil,
+			nil,
+		),
+		passwordChangeFailed: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "password_change_failed"),
+			"Total number of failed password changes",
+			nil,
+			nil,
+		),
+		passwordChangeSucceeded: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "password_change_succeeded"),
+			"Total number of successful password changes",
+			nil,
+			nil,
+		),
+		tokenRequests: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "token_requests"),
+			"Total number of token requests",
+			nil,
+			nil,
+		),
+		windowsIntegratedAuthentications: prometheus.NewDesc(
+			prometheus.BuildFQName(Namespace, subsystem, "windows_integrated_authentications"),
+			"Total number of Windows integrated authentications (Kerberos/NTLM)",
+			nil,
+			nil,
+		),
+	}, nil
+}
+
+type perflibADFS struct {
+	AdLoginConnectionFailures        float64 `perflib:"AD login Connection Failures"`
+	CertificateAuthentications       float64 `perflib:"Certificate Authentications"`
+	DeviceAuthentications            float64 `perflib:"Device Authentications"`
+	ExtranetAccountLockouts          float64 `perflib:"Extranet Account Lockouts"`
+	FederatedAuthentications         float64 `perflib:"Federated Authentications"`
+	PassportAuthentications          float64 `perflib:"Microsoft Passport Authentications"`
+	PassiveRequests                  float64 `perflib:"Passive Requests"`
+	PasswordChangeFailed             float64 `perflib:"Password Change Failed Requests"`
+	PasswordChangeSucceeded          float64 `perflib:"Password Change Successful Requests"`
+	TokenRequests                    float64 `perflib:"Token Requests"`
+	WindowsIntegratedAuthentications float64 `perflib:"Windows Integrated Authentications"`
+}
+
+func (c *adfsCollector) Collect(ctx *ScrapeContext, ch chan<- prometheus.Metric) error {
+	var adfsData []perflibADFS
+	err := unmarshalObject(ctx.perfObjects["AD FS"], &adfsData)
+	if err != nil {
+		return err
+	}
+
+	for _, adfs := range adfsData {
+		ch <- prometheus.MustNewConstMetric(
+			c.adLoginConnectionFailures,
+			prometheus.CounterValue,
+			adfs.AdLoginConnectionFailures,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.certificateAuthentications,
+			prometheus.CounterValue,
+			adfs.CertificateAuthentications,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.deviceAuthentications,
+			prometheus.CounterValue,
+			adfs.DeviceAuthentications,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.extranetAccountLockouts,
+			prometheus.CounterValue,
+			adfs.ExtranetAccountLockouts,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.federatedAuthentications,
+			prometheus.CounterValue,
+			adfs.FederatedAuthentications,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.passportAuthentications,
+			prometheus.CounterValue,
+			adfs.PassportAuthentications,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.passiveRequests,
+			prometheus.CounterValue,
+			adfs.PassiveRequests,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.passwordChangeFailed,
+			prometheus.CounterValue,
+			adfs.PasswordChangeFailed,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.passwordChangeSucceeded,
+			prometheus.CounterValue,
+			adfs.PasswordChangeSucceeded,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.tokenRequests,
+			prometheus.CounterValue,
+			adfs.TokenRequests,
+		)
+
+		ch <- prometheus.MustNewConstMetric(
+			c.windowsIntegratedAuthentications,
+			prometheus.CounterValue,
+			adfs.WindowsIntegratedAuthentications,
+		)
+	}
+	return nil
+}
diff --git a/docs/README.md b/docs/README.md
index 42a1d66d..07d3bce4 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -3,6 +3,7 @@ This directory contains documentation of the collectors in the WMI exporter, wit
 
 # Collectors
 - [`ad`](collector.ad.md)
+- [`adfs`](collector.adfs.md)
 - [`cpu`](collector.cpu.md)
 - [`cs`](collector.cs.md)
 - [`dns`](collector.dns.md)
diff --git a/docs/collector.adfs.md b/docs/collector.adfs.md
new file mode 100644
index 00000000..cd00dfd4
--- /dev/null
+++ b/docs/collector.adfs.md
@@ -0,0 +1,51 @@
+# adfs collector
+
+The adfs collector exposes metrics about Active Directory Federation Services. Note that this collector has only been tested against ADFS 4.0 (2016).
+Other ADFS versions may work but are not tested.
+
+|||
+-|-
+Metric name prefix  | `adfs`
+Data source         | Perflib
+Counters            | `AD FS`
+Enabled by default? | No
+
+## Flags
+
+None
+
+## Metrics
+
+Name | Description | Type | Labels
+-----|-------------|------|-------
+`wmi_adfs_ad_login_connection_failures` | Total number of connection failures between the ADFS server and the Active Directory domain controller(s) | counter | None
+`wmi_adfs_certificate_authentications` | Total number of [User Certificate](https://docs.microsoft.com/en-us/windows-server/identity/ad-fs/operations/configure-user-certificate-authentication) authentications. I.E. smart cards or mobile devices with provisioned client certificates | counter | None
+`wmi_adfs_device_authentications` | Total number of [device authentications](https://docs.microsoft.com/en-us/windows-server/identity/ad-fs/operations/device-authentication-controls-in-ad-fs) (SignedToken, clientTLS, PkeyAuth). Device authentication is only available on ADFS 2016 or later | counter | None
+`wmi_adfs_extranet_account_lockouts` | Total number of [extranet lockouts](https://docs.microsoft.com/en-us/windows-server/identity/ad-fs/operations/configure-ad-fs-extranet-smart-lockout-protection). Requires the Extranet Lockout feature to be enabled | counter | None
+`wmi_adfs_federated_authentications` | Total number of authentications from federated sources. E.G. Office365 | counter | None
+`wmi_adfs_passport_authentications` | Total number of authentications from [Microsoft Passport](https://en.wikipedia.org/wiki/Microsoft_account) (now named Microsoft Account) | counter | None
+`wmi_adfs_password_change_failed` | Total number of failed password changes. The Password Change Portal must be enabled in the AD FS Management tool in order to allow user password changes | counter | None
+`wmi_adfs_password_change_succeeded` | Total number of succeeded password changes. The Password Change Portal must be enabled in the AD FS Management tool in order to allow user password changes | counter | None
+`wmi_adfs_token_requests` | Total number of requested access tokens | counter | None
+`wmi_adfs_windows_integrated_authentications` | Total number of Windows integrated authentications using Kerberos or NTLM | counter | None
+
+### Example metric
+Show rate of device authentications in AD FS:
+```
+rate(wmi_adfs_device_authentications)[2m]
+```
+
+## Useful queries
+
+## Alerting examples
+**prometheus.rules**
+```yaml
+  - alert: "HighExtranetLockouts"
+    expr: "rate(wmi_adfs_extranet_account_lockouts)[2m] > 100"
+    for: "10m"
+    labels:
+      severity: "high"
+    annotations:
+      summary: "High number of AD FS extranet lockouts"
+      description: "High number of AD FS extranet lockouts may indicate a password spray attack.\n Server: {{ $labels.instance }}\n Number of lockouts: {{ $value }}"
+```