diff --git a/go.mod b/go.mod
index 10938b4..a1119b9 100644
--- a/go.mod
+++ b/go.mod
@@ -2,6 +2,7 @@ module github.com/drone-plugins/drone-s3
 
 require (
 	github.com/aws/aws-sdk-go v1.16.17
+	github.com/bmatcuk/doublestar v1.1.1
 	github.com/joho/godotenv v1.3.0
 	github.com/mattn/go-zglob v0.0.1
 	github.com/sirupsen/logrus v1.3.0
diff --git a/go.sum b/go.sum
index 0745407..2aa1ac9 100644
--- a/go.sum
+++ b/go.sum
@@ -1,5 +1,7 @@
 github.com/aws/aws-sdk-go v1.16.17 h1:hHRKZhoB4qEY17aGNp71UxQFyYpx6WZXGMUzx9y/A4w=
 github.com/aws/aws-sdk-go v1.16.17/go.mod h1:KmX6BPdI08NWTb3/sm4ZGu5ShLoqVDhKgpiN924inxo=
+github.com/bmatcuk/doublestar v1.1.1 h1:YroD6BJCZBYx06yYFEWvUuKVWQn3vLLQAVmDmvTSaiQ=
+github.com/bmatcuk/doublestar v1.1.1/go.mod h1:UD6OnuiIn0yFxxA2le/rnRU1G4RaI4UvFv1sNto9p6w=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/jmespath/go-jmespath v0.0.0-20180206201540-c2b33e8439af h1:pmfjZENx5imkbgOkpRUYLnmbU7UEFbjtDA2hxJ1ichM=
diff --git a/main.go b/main.go
index 39e1158..1013825 100644
--- a/main.go
+++ b/main.go
@@ -100,7 +100,7 @@ func main() {
 		},
 		cli.StringFlag{
 			Name:   "target-remove",
-			Usage:  "regex for which files to remove from target",
+			Usage:  "glob for which files to remove from target",
 			EnvVar: "PLUGIN_TARGET_REMOVE",
 		},
 	}
diff --git a/plugin.go b/plugin.go
index 8bc529d..ad51aa0 100644
--- a/plugin.go
+++ b/plugin.go
@@ -4,7 +4,6 @@ import (
 	"mime"
 	"os"
 	"path/filepath"
-	"regexp"
 	"strings"
 
 	"github.com/aws/aws-sdk-go/aws"
@@ -12,6 +11,7 @@ import (
 	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/s3"
 	"github.com/mattn/go-zglob"
+	"github.com/bmatcuk/doublestar"
 	log "github.com/sirupsen/logrus"
 )
 
@@ -75,7 +75,7 @@ type Plugin struct {
 	PathStyle bool
 	// Dry run without uploading/
 	DryRun bool
-	// Regex for which files to remove from target
+	// Glob for which files to remove from target
 	TargetRemove string
 }
 
@@ -118,21 +118,13 @@ func (p *Plugin) Exec() error {
 	}
 
 	if len(p.TargetRemove) != 0 {
-		reg, regexperr := regexp.Compile(p.TargetRemove)
 
-		if regexperr != nil {
-			log.WithFields(log.Fields{
-				"error":  regexperr,
-				"regexp": p.TargetRemove,
-			}).Error("Regular expression failed to compile")
-			return regexperr
-		}
 
 		log.WithFields(log.Fields{
-			"regexp": p.TargetRemove,
-		}).Info("Deleting files according to regexp")
+			"glob": p.TargetRemove,
+		}).Info("Deleting files according to glob")
 
-		log.Info("Listing files in bucket") // @ToDo: Log.Debug
+		log.Info("Listing files in bucket")
 		list_input := &s3.ListObjectsInput{
 			Bucket: &p.Bucket,
 		}
@@ -148,7 +140,18 @@ func (p *Plugin) Exec() error {
 		var to_remove []string
 		for _, object := range s3_objects.Contents {
 			filename := object.Key
-			if reg.MatchString(*filename) {
+
+			globmatch, globerr := doublestar.PathMatch(p.TargetRemove, *filename)
+
+			if (globerr != nil) {
+				log.WithFields(log.Fields{
+					"error": globerr,
+					"glob": p.TargetRemove,
+				}).Error("Error with provided glob")
+				return globerr
+			}
+
+			if (globmatch) {
 				to_remove = append(to_remove, *filename)
 			}
 		}