diff --git a/README.md b/README.md
index 0b216f3..1df3ff4 100644
--- a/README.md
+++ b/README.md
@@ -104,3 +104,4 @@ This repository is available under the [Apache License 2.0](https://github.com/a
 
 [asciicast-img]: https://asciinema.org/a/ccqqYwA5L5rMV9kd1tgzyZJ2j.svg
 [asciicast]: https://asciinema.org/a/ccqqYwA5L5rMV9kd1tgzyZJ2j
+
diff --git a/cmd/kubectl-who-can/main.go b/cmd/kubectl-who-can/main.go
index b4da0f9..809fcc9 100644
--- a/cmd/kubectl-who-can/main.go
+++ b/cmd/kubectl-who-can/main.go
@@ -5,11 +5,29 @@ import (
 	"github.com/aquasecurity/kubectl-who-can/pkg/cmd"
 	clioptions "k8s.io/cli-runtime/pkg/genericclioptions"
 	// Load all known auth plugins
+	"flag"
+	"github.com/spf13/pflag"
 	_ "k8s.io/client-go/plugin/pkg/client/auth"
+	"k8s.io/klog"
 	"os"
 )
 
+func initFlags() {
+	klog.InitFlags(nil)
+	pflag.CommandLine.AddGoFlagSet(flag.CommandLine)
+
+	// Hide all klog flags except for -v
+	flag.CommandLine.VisitAll(func(f *flag.Flag) {
+		if f.Name != "v" {
+			pflag.Lookup(f.Name).Hidden = true
+		}
+	})
+}
+
 func main() {
+	defer klog.Flush()
+
+	initFlags()
 	root, err := cmd.NewWhoCanCommand(clioptions.IOStreams{In: os.Stdin, Out: os.Stdout, ErrOut: os.Stderr})
 	if err != nil {
 		fmt.Printf("Error: %v\n", err)
diff --git a/go.mod b/go.mod
index cf837e2..1122b53 100644
--- a/go.mod
+++ b/go.mod
@@ -3,7 +3,6 @@ module github.com/aquasecurity/kubectl-who-can
 go 1.12
 
 require (
-	github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b
 	github.com/spf13/cobra v0.0.4
 	github.com/spf13/pflag v1.0.3
 	github.com/stretchr/testify v1.3.0
@@ -12,4 +11,5 @@ require (
 	k8s.io/apimachinery v0.0.0-20190703205208-4cfb76a8bf76
 	k8s.io/cli-runtime v0.0.0-20190612131021-ced92c4c4749
 	k8s.io/client-go v0.0.0-20190704045512-07281898b0f0
+	k8s.io/klog v0.3.1
 )
diff --git a/pkg/cmd/list.go b/pkg/cmd/list.go
index 4371b54..b0acceb 100644
--- a/pkg/cmd/list.go
+++ b/pkg/cmd/list.go
@@ -4,7 +4,6 @@ import (
 	"errors"
 	"flag"
 	"fmt"
-	"github.com/golang/glog"
 	"github.com/spf13/cobra"
 	"github.com/spf13/pflag"
 	"io"
@@ -19,6 +18,7 @@ import (
 	clientrbac "k8s.io/client-go/kubernetes/typed/rbac/v1"
 	"k8s.io/client-go/rest"
 	"k8s.io/client-go/tools/clientcmd"
+	"k8s.io/klog"
 	"strings"
 	"text/tabwriter"
 )
@@ -195,13 +195,13 @@ func ActionFrom(clientConfig clientcmd.ClientConfig, flags *pflag.FlagSet, args
 	action.Verb = args[0]
 	if strings.HasPrefix(args[1], "/") {
 		action.NonResourceURL = args[1]
-		glog.V(3).Infof("Resolved nonResourceURL `%s`", action.NonResourceURL)
+		klog.V(3).Infof("Resolved nonResourceURL `%s`", action.NonResourceURL)
 	} else {
 		resourceTokens := strings.SplitN(args[1], "/", 2)
 		action.Resource = resourceTokens[0]
 		if len(resourceTokens) > 1 {
 			action.ResourceName = resourceTokens[1]
-			glog.V(3).Infof("Resolved resourceName `%s`", action.ResourceName)
+			klog.V(3).Infof("Resolved resourceName `%s`", action.ResourceName)
 		}
 	}
 
@@ -217,7 +217,7 @@ func ActionFrom(clientConfig clientcmd.ClientConfig, flags *pflag.FlagSet, args
 
 	if action.AllNamespaces {
 		action.Namespace = core.NamespaceAll
-		glog.V(3).Infof("Resolved namespace `%s` from --all-namespaces flag", action.Namespace)
+		klog.V(3).Infof("Resolved namespace `%s` from --all-namespaces flag", action.Namespace)
 		return
 	}
 
@@ -227,7 +227,7 @@ func ActionFrom(clientConfig clientcmd.ClientConfig, flags *pflag.FlagSet, args
 	}
 
 	if action.Namespace != "" {
-		glog.V(3).Infof("Resolved namespace `%s` from --namespace flag", action.Namespace)
+		klog.V(3).Infof("Resolved namespace `%s` from --namespace flag", action.Namespace)
 		return
 	}
 
@@ -236,7 +236,7 @@ func ActionFrom(clientConfig clientcmd.ClientConfig, flags *pflag.FlagSet, args
 	if err != nil {
 		err = fmt.Errorf("getting namespace from current context: %v", err)
 	}
-	glog.V(3).Infof("Resolved namespace `%s` from current context", action.Namespace)
+	klog.V(3).Infof("Resolved namespace `%s` from current context", action.Namespace)
 	return
 }
 
@@ -271,7 +271,7 @@ func (w *WhoCan) Check(action Action) (roleBindings []rbac.RoleBinding, clusterR
 			err = fmt.Errorf("resolving resource: %v", err)
 			return
 		}
-		glog.V(3).Infof("Resolved resource `%s`", resolvedAction.gr.String())
+		klog.V(3).Infof("Resolved resource `%s`", resolvedAction.gr.String())
 	}
 
 	// Get the Roles that relate to the Verbs and Resources we are interested in
diff --git a/pkg/cmd/policy_rule_matcher.go b/pkg/cmd/policy_rule_matcher.go
index 9b3a7ea..c6f5649 100644
--- a/pkg/cmd/policy_rule_matcher.go
+++ b/pkg/cmd/policy_rule_matcher.go
@@ -1,8 +1,8 @@
 package cmd
 
 import (
-	"github.com/golang/glog"
 	rbac "k8s.io/api/rbac/v1"
+	"k8s.io/klog"
 )
 
 // PolicyRuleMatcher wraps the Matches* methods.
@@ -28,10 +28,10 @@ func (m *matcher) MatchesRole(role rbac.Role, action resolvedAction) bool {
 		if !m.matches(rule, action) {
 			continue
 		}
-		glog.V(4).Infof("Role [%s] matches action filter? YES", role.Name)
+		klog.V(4).Infof("Role [%s] matches action filter? YES", role.Name)
 		return true
 	}
-	glog.V(4).Infof("Role [%s] matches action filter? NO", role.Name)
+	klog.V(4).Infof("Role [%s] matches action filter? NO", role.Name)
 	return false
 }
 
@@ -41,10 +41,10 @@ func (m *matcher) MatchesClusterRole(role rbac.ClusterRole, action resolvedActio
 			continue
 		}
 
-		glog.V(4).Infof("ClusterRole [%s] matches action filter? YES", role.Name)
+		klog.V(4).Infof("ClusterRole [%s] matches action filter? YES", role.Name)
 		return true
 	}
-	glog.V(4).Infof("ClusterRole [%s] matches action filter? NO", role.Name)
+	klog.V(4).Infof("ClusterRole [%s] matches action filter? NO", role.Name)
 	return false
 }
 
diff --git a/pkg/cmd/resource_resolver.go b/pkg/cmd/resource_resolver.go
index a2aa9b9..671c4e6 100644
--- a/pkg/cmd/resource_resolver.go
+++ b/pkg/cmd/resource_resolver.go
@@ -2,12 +2,12 @@ package cmd
 
 import (
 	"fmt"
-	"github.com/golang/glog"
 	rbac "k8s.io/api/rbac/v1"
 	"k8s.io/apimachinery/pkg/api/meta"
 	apismeta "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/apimachinery/pkg/runtime/schema"
 	"k8s.io/client-go/discovery"
+	"k8s.io/klog"
 	"strings"
 )
 
@@ -44,13 +44,13 @@ func (rv *resourceResolver) Resolve(verb, resource, subResource string) (schema.
 
 	gvr, err := rv.resolveGVR(resource)
 	if err != nil {
-		glog.V(3).Infof("Error while resolving GVR for resource %s: %v", resource, err)
+		klog.V(3).Infof("Error while resolving GVR for resource %s: %v", resource, err)
 		return schema.GroupResource{}, fmt.Errorf("the server doesn't have a resource type \"%s\"", name)
 	}
 
 	apiResource, err := rv.resolveAPIResource(gvr, subResource)
 	if err != nil {
-		glog.V(3).Infof("Error while resolving APIResource for GVR %v and subResource %s: %v", gvr, subResource, err)
+		klog.V(3).Infof("Error while resolving APIResource for GVR %v and subResource %s: %v", gvr, subResource, err)
 		return schema.GroupResource{}, fmt.Errorf("the server doesn't have a resource type \"%s\"", name)
 	}