diff --git a/projects/argo/Dockerfile b/projects/argo/Dockerfile
new file mode 100644
index 000000000..b1e144581
--- /dev/null
+++ b/projects/argo/Dockerfile
@@ -0,0 +1,21 @@
+# Copyright 2021 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+################################################################################
+
+FROM gcr.io/oss-fuzz-base/base-builder-go
+RUN git clone --depth 1 https://github.com/argoproj/argo-cd
+RUN git clone --depth 1 https://github.com/argoproj/argo-workflows
+COPY build.sh normalizer_fuzzer.go workflow_validation_fuzzer.go $SRC/
+WORKDIR $SRC/argo-cd
diff --git a/projects/argo/build.sh b/projects/argo/build.sh
new file mode 100644
index 000000000..b32f79fdc
--- /dev/null
+++ b/projects/argo/build.sh
@@ -0,0 +1,23 @@
+#!/bin/bash -eu
+# Copyright 2021 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+################################################################################
+
+mv $SRC/normalizer_fuzzer.go $SRC/argo-cd/util/argo/normalizers/
+compile_go_fuzzer github.com/argoproj/argo-cd/v2/util/argo/normalizers FuzzNormalize fuzz_normalize
+
+mv $SRC/workflow_validation_fuzzer.go $SRC/argo-workflows/workflow/validate/
+cd $SRC/argo-workflows
+compile_go_fuzzer github.com/argoproj/argo-workflows/v3/workflow/validate FuzzValidateWorkflow fuzz_validate_workflow
diff --git a/projects/argo/normalizer_fuzzer.go b/projects/argo/normalizer_fuzzer.go
new file mode 100644
index 000000000..087664808
--- /dev/null
+++ b/projects/argo/normalizer_fuzzer.go
@@ -0,0 +1,78 @@
+// Copyright 2021 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+
+package normalizers
+
+import (
+	"encoding/json"
+	"strings"
+
+	fuzz "github.com/AdaLogics/go-fuzz-headers"
+	"github.com/argoproj/argo-cd/v2/pkg/apis/application/v1alpha1"
+	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
+	"sigs.k8s.io/yaml"
+)
+
+func UnstructuredForFuzzing(text string) (*unstructured.Unstructured, error) {
+	un := &unstructured.Unstructured{}
+	var err error
+	if strings.HasPrefix(text, "{") {
+		err = json.Unmarshal([]byte(text), &un)
+	} else {
+		err = yaml.Unmarshal([]byte(text), &un)
+	}
+	if err != nil {
+		return nil, err
+	}
+	return un, nil
+}
+
+func FuzzNormalize(data []byte) int {
+	f := fuzz.NewConsumer(data)
+	ignore := make([]v1alpha1.ResourceIgnoreDifferences, 0)
+	noOfIgnores, err := f.GetInt()
+	if err != nil {
+		return 0
+	}
+	for i := 0; i < noOfIgnores%30; i++ {
+		ign := v1alpha1.ResourceIgnoreDifferences{}
+		err = f.GenerateStruct(&ign)
+		if err != nil {
+			return 0
+		}
+		ignore = append(ignore, ign)
+	}
+
+	overrides := make(map[string]v1alpha1.ResourceOverride)
+	err = f.FuzzMap(&overrides)
+	if err != nil {
+		return 0
+	}
+
+	unstructuredData, err := f.GetString()
+	if err != nil {
+		return 0
+	}
+	un, err := UnstructuredForFuzzing(unstructuredData)
+	if err != nil {
+		return 0
+	}
+	normalizer, err := NewIgnoreNormalizer(ignore, overrides)
+	if err != nil {
+		return 0
+	}
+	_ = normalizer.Normalize(un)
+	return 1
+}
diff --git a/projects/argo/project.yaml b/projects/argo/project.yaml
new file mode 100644
index 000000000..e60b41d8d
--- /dev/null
+++ b/projects/argo/project.yaml
@@ -0,0 +1,13 @@
+homepage: "https://argoproj.github.io/"
+main_repo: "https://github.com/argoproj"
+primary_contact: "terrytangyuan@gmail.com"
+auto_ccs :
+  - "adam@adalogics.com"
+  - "david@adalogics.com"
+  - "errytangyuan@gmail.com"
+  - "jfischer@redhat.com "
+language: go
+fuzzing_engines:
+  - libfuzzer
+sanitizers:
+  - address
diff --git a/projects/argo/workflow_validation_fuzzer.go b/projects/argo/workflow_validation_fuzzer.go
new file mode 100644
index 000000000..ffa642121
--- /dev/null
+++ b/projects/argo/workflow_validation_fuzzer.go
@@ -0,0 +1,27 @@
+package validate
+
+import (
+	fuzz "github.com/AdaLogics/go-fuzz-headers"
+	wfv1 "github.com/argoproj/argo-workflows/v3/pkg/apis/workflow/v1alpha1"
+	fakewfclientset "github.com/argoproj/argo-workflows/v3/pkg/client/clientset/versioned/fake"
+	"github.com/argoproj/argo-workflows/v3/workflow/templateresolution"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+var (
+	wfClientsetFuzz   = fakewfclientset.NewSimpleClientset()
+	wftmplGetterFuzz  = templateresolution.WrapWorkflowTemplateInterface(wfClientsetFuzz.ArgoprojV1alpha1().WorkflowTemplates(metav1.NamespaceDefault))
+	cwftmplGetterFuzz = templateresolution.WrapClusterWorkflowTemplateInterface(wfClientsetFuzz.ArgoprojV1alpha1().ClusterWorkflowTemplates())
+)
+
+func FuzzValidateWorkflow(data []byte) int {
+	f := fuzz.NewConsumer(data)
+	wf := &wfv1.Workflow{}
+	err := f.GenerateStruct(wf)
+	if err != nil {
+		return 0
+	}
+	opts := ValidateOpts{}
+	_, _ = ValidateWorkflow(wftmplGetterFuzz, cwftmplGetterFuzz, wf, opts)
+	return 1
+}