diff --git a/pkg/fission-cli/cmd/package/package.go b/pkg/fission-cli/cmd/package/package.go
index afdb15e7..da23ab62 100644
--- a/pkg/fission-cli/cmd/package/package.go
+++ b/pkg/fission-cli/cmd/package/package.go
@@ -85,7 +85,7 @@ func CreateArchive(client *client.Client, includeFiles []string, noZip bool, ins
 		}
 
 		path := filepath.Join(rootDir, path)
-		files, err := utils.FindAllGlobs([]string{path})
+		files, err := utils.FindAllGlobs(path)
 		if err != nil {
 			errs = multierror.Append(errs, errors.Wrap(err, "error finding all globs"))
 			continue
@@ -198,7 +198,7 @@ func makeArchiveFile(archiveNameHint string, archiveInput []string, noZip bool)
 	archiveName := archiveName(archiveNameHint, archiveInput)
 
 	// Get files from inputs as number of files decide next steps
-	files, err := utils.FindAllGlobs(archiveInput)
+	files, err := utils.FindAllGlobs(archiveInput...)
 	if err != nil {
 		return "", errors.Wrap(err, "error finding all globs")
 	}
diff --git a/pkg/fission-cli/cmd/spec/apply.go b/pkg/fission-cli/cmd/spec/apply.go
index 3773ee3e..8a07b69c 100644
--- a/pkg/fission-cli/cmd/spec/apply.go
+++ b/pkg/fission-cli/cmd/spec/apply.go
@@ -427,13 +427,13 @@ func localArchiveFromSpec(specDir string, aus *spectypes.ArchiveUploadSpec) (*fv
 		files = append(files, aus.IncludeGlobs[0])
 	} else {
 		for _, relativeGlob := range aus.IncludeGlobs {
-			absGlob := rootDir + "/" + relativeGlob
-			f, err := filepath.Glob(absGlob)
+			absGlob := filepath.Join(rootDir, relativeGlob)
+			console.Verbose(2, "try to find globs in path '%v'", absGlob)
+			fs, err := utils.FindAllGlobs(absGlob)
 			if err != nil {
 				return nil, errors.Wrapf(err, "Invalid glob in archive %v: %v", aus.Name, relativeGlob)
 			}
-			files = append(files, f...)
-			// xxx handle excludeGlobs here
+			files = append(files, fs...)
 		}
 	}
 
diff --git a/pkg/utils/utils.go b/pkg/utils/utils.go
index 41fb5eee..4e281822 100644
--- a/pkg/utils/utils.go
+++ b/pkg/utils/utils.go
@@ -21,7 +21,6 @@ import (
 	"crypto/sha256"
 	"encoding/hex"
 	"fmt"
-	"golang.org/x/net/context/ctxhttp"
 	"io"
 	"io/ioutil"
 	"net"
@@ -33,10 +32,12 @@ import (
 	"github.com/mholt/archiver"
 	"github.com/pkg/errors"
 	uuid "github.com/satori/go.uuid"
+	"golang.org/x/net/context/ctxhttp"
 	apiv1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 
 	fv1 "github.com/fission/fission/pkg/apis/fission.io/v1"
+	"github.com/fission/fission/pkg/fission-cli/console"
 )
 
 func UrlForFunction(name, namespace string) string {
@@ -102,21 +103,34 @@ func GetTempDir() (string, error) {
 	return dir, err
 }
 
-// FindAllGlobs returns a list of globs of input list.
-func FindAllGlobs(inputList []string) ([]string, error) {
+// FindAllGlobs ignores all hidden files and returns a list of globs of input list.
+func FindAllGlobs(paths ...string) ([]string, error) {
 	files := make([]string, 0)
-	for _, glob := range inputList {
-		f, err := filepath.Glob(glob)
+	for _, p := range paths {
+		// use absolute path to find files
+		path, err := filepath.Abs(p)
 		if err != nil {
-			return nil, errors.Errorf("invalid glob %v: %v", glob, err)
+			return nil, errors.Wrapf(err, "error getting absolute path of path '%v'", p)
+		}
+		globs, err := filepath.Glob(path)
+		if err != nil {
+			return nil, errors.Errorf("invalid glob %v: %v", path, err)
+		}
+		for _, f := range globs {
+			// ignore hidden file.
+			if strings.HasPrefix(filepath.Base(f), ".") {
+				console.Verbose(2, "Ignore hidden file '%v'", f)
+				continue
+			}
+			files = append(files, f)
+			// xxx handle excludeGlobs here
 		}
-		files = append(files, f...)
 	}
 	return files, nil
 }
 
 func MakeZipArchive(targetName string, globs ...string) (string, error) {
-	files, err := FindAllGlobs(globs)
+	files, err := FindAllGlobs(globs...)
 	if err != nil {
 		return "", err
 	}
diff --git a/test/test_utils.sh b/test/test_utils.sh
index b2bb00e1..bfeaf9c0 100755
--- a/test/test_utils.sh
+++ b/test/test_utils.sh
@@ -532,6 +532,7 @@ run_all_tests() {
         $ROOT/test/tests/test_router_cache_invalidation.sh \
         $ROOT/test/tests/test_specs/test_spec.sh \
         $ROOT/test/tests/test_specs/test_spec_multifile.sh \
+        $ROOT/test/tests/test_specs/test_ignore_hidden_file.sh \
         $ROOT/test/tests/test_specs/test_spec_merge/test_spec_merge.sh \
         $ROOT/test/tests/test_environments/test_tensorflow_serving_env.sh \
         $ROOT/test/tests/test_environments/test_go_env.sh \
diff --git a/test/tests/test_specs/test_ignore_hidden_file.sh b/test/tests/test_specs/test_ignore_hidden_file.sh
new file mode 100755
index 00000000..b88ee7ae
--- /dev/null
+++ b/test/tests/test_specs/test_ignore_hidden_file.sh
@@ -0,0 +1,65 @@
+#!/bin/bash
+
+set -euo pipefail
+source $(dirname $0)/../../utils.sh
+ROOT=` realpath $(dirname $0)/../../../`
+TEST_ID=$(generate_test_id)
+
+cleanup() {
+    log "Cleaning up..."
+    fission spec destroy || true
+    rm -rf document specs
+    rm -rf ${TEST_ID}
+    popd
+}
+
+if [ -z "${TEST_NOCLEANUP:-}" ]; then
+    trap cleanup EXIT
+else
+    log "TEST_NOCLEANUP is set; not cleaning up test artifacts afterwards."
+fi
+
+tmp_dir="/tmp/test-$TEST_ID"
+mkdir -p $tmp_dir
+
+pushd $tmp_dir
+
+mkdir -p document
+cp $ROOT/examples/nodejs/hello.js document/h1.js
+cp $ROOT/examples/nodejs/hello.js document/h2.js
+
+log "Create hidden file"
+touch document/.im_invisible
+
+log "Create specs"
+fission spec init
+fission pkg list
+
+#fission env create --name nodejs --image fission/node-env --period 5 --version 2 --spec
+fission pkg create --name nodejs --env nodejs --deploy "document/*" --spec
+
+log "Apply specs"
+fission --verbosity 2 spec apply
+
+mkdir ${TEST_ID}
+fission pkg getdeploy --name nodejs > ${TEST_ID}/a.zip
+unzip ${TEST_ID}/a.zip -d ${TEST_ID}/
+
+log "Check whether hidden file exists"
+if [ -f ${TEST_ID}/.im_invisible ];
+then
+    log "Found hidden file"
+    ls -al ${TEST_ID}
+    exit 1
+fi
+
+log "Check file amount"
+fileamount=$(ls -al ${TEST_ID} | grep -v total | wc -l)
+if [ ! ${fileamount} -eq 5 ];
+then
+  log "File amount incorrect, expect 5"
+  ls -al ${TEST_ID}
+  exit 1
+fi
+
+log "Test PASSED"