diff --git a/README.md b/README.md
index 6c14bbf..6ee4b11 100644
--- a/README.md
+++ b/README.md
@@ -170,6 +170,123 @@ When the map validation is performed, the keys are validated in the order they a
 And when each key is validated, its rules are also evaluated in the order they are associated with the key.
 If a rule fails, an error is recorded for that key, and the validation will continue with the next key.
 
+#### Allowing Extra Keys
+
+By default, `validation.Map()` will return an `Extra: key not expected` error if there's unexpected key inside the map (you have to specify all expected keys in the validation rules).
+
+```go
+c := map[string]interface{}{
+	"Name":  "Qiang Xue",
+	"Email": "q",
+	"Address": map[string]interface{}{
+		"Street": "123",
+		"City":   "Unknown",
+	},
+}
+
+err := validation.Validate(c,
+	validation.Map(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Validate Address using its own validation rules
+		validation.Key("Address", validation.Map(
+			// Street cannot be empty.
+			validation.Key("Street", validation.Required),
+		)),
+	),
+)
+fmt.Println(err)
+// Output:
+// Address: (City: key not expected); Email: key not expected.
+```
+
+If you need to allow extra keys, you can achieve this by using `validation.Map().AllowExtraKeys()`, or `validation.DynamicMap()`.
+
+```go
+err := validation.Validate(c,
+	validation.Map(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Validate Address using its own validation rules
+		validation.Key("Address", validation.Map(
+			// Street cannot be empty.
+			validation.Key("Street", validation.Required),
+		).AllowExtraKeys()),
+	).AllowExtraKeys(),
+)
+fmt.Println(err)
+// Output:
+// ""
+
+err2 := validation.Validate(c,
+	validation.DynamicMap(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Validate Address using its own validation rules
+		validation.Key("Address", validation.DynamicMap(
+			// Street cannot be empty.
+			validation.Key("Street", validation.Required),
+		)),
+	),
+)
+fmt.Println(err2)
+// Output:
+// ""
+```
+
+#### Allowing Optional Keys
+
+By default, `validation.Key()` expect the key to be provided and will return an `XXX: required key is missing.` error if the key doesn't exist in the map.
+
+```go
+c := map[string]interface{}{
+	"Name":  "Qiang Xue",
+}
+
+err := validation.Validate(c,
+	validation.Map(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Email cannot be empty and should be in a valid email format.
+		validation.Key("Email", validation.Required, is.Email),
+	),
+)
+fmt.Println(err)
+// Output:
+// Email: required key is missing.
+```
+
+If you need to allow optional key, you can achieve this by using `validation.Key().Optional()` or `validation.OptionalKey()`.
+
+```go
+c := map[string]interface{}{
+	"Name":  "Qiang Xue",
+}
+
+err := validation.Validate(c,
+	validation.Map(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Email is optional, when it exists, it cannot be empty and should be in a valid email format.
+		validation.Key("Email", validation.Required, is.Email).Optional(),
+	),
+)
+fmt.Println(err)
+// Output:
+// ""
+
+err2 := validation.Validate(c,
+	validation.Map(
+		// Name cannot be empty, and the length must be between 5 and 20.
+		validation.Key("Name", validation.Required, validation.Length(5, 20)),
+		// Email is optional, when it exists, it cannot be empty and should be in a valid email format.
+		validation.OptionalKey("Email", validation.Required, is.Email),
+	),
+)
+fmt.Println(err2)
+// Output:
+// ""
+```
 
 ### Validation Errors
 
diff --git a/map.go b/map.go
index 106b6d8..4f1bf30 100644
--- a/map.go
+++ b/map.go
@@ -51,6 +51,22 @@ func Map(keys ...*KeyRules) MapRule {
 	return MapRule{keys: keys}
 }
 
+// DynamicMap returns a validation rule that checks the keys and values of a map.
+// The map is allowed to have extra keys by default, compared to original `Map(...)` function that will return an error when unspecified key(s) existed in the map.
+// This rule should only be used for validating maps, or a validation error will be reported.
+// Use Key() to specify map keys that need to be validated. Each Key() call specifies a single key which can
+// be associated with multiple rules.
+// For example,
+//    validation.DynamicMap(
+//        validation.Key("Name", validation.Required),
+//        validation.Key("Value", validation.Required, validation.Length(5, 10)),
+//    )
+//
+// A nil value is considered valid. Use the Required rule to make sure a map value is present.
+func DynamicMap(keys ...*KeyRules) MapRule {
+	return MapRule{keys: keys, allowExtraKeys: true}
+}
+
 // AllowExtraKeys configures the rule to ignore extra keys.
 func (r MapRule) AllowExtraKeys() MapRule {
 	r.allowExtraKeys = true
@@ -132,6 +148,16 @@ func Key(key interface{}, rules ...Rule) *KeyRules {
 	}
 }
 
+// Key specifies an optional map key and the corresponding validation rules.
+// the rule will be ignored if the key is missing.
+func OptionalKey(key interface{}, rules ...Rule) *KeyRules {
+	return &KeyRules{
+		key:      key,
+		rules:    rules,
+		optional: true,
+	}
+}
+
 // Optional configures the rule to ignore the key if missing.
 func (r *KeyRules) Optional() *KeyRules {
 	r.optional = true
diff --git a/map_test.go b/map_test.go
index 174c673..34d5ab1 100644
--- a/map_test.go
+++ b/map_test.go
@@ -67,6 +67,9 @@ func TestMap(t *testing.T) {
 		{"t8.3", m4, []*KeyRules{Key("M3")}, ""},
 		// internal error
 		{"t9.1", m5, []*KeyRules{Key("A", &validateAbc{}), Key("B", Required), Key("A", &validateInternalError{})}, "error internal"},
+		// optional keys
+		{"t10.1", m2, []*KeyRules{OptionalKey("G"), OptionalKey("H")}, ""},
+		{"t10.2", m2, []*KeyRules{OptionalKey("G"), Key("H")}, "H: required key is missing."},
 	}
 	for _, test := range tests {
 		err1 := Validate(test.model, Map(test.rules...).AllowExtraKeys())
@@ -74,6 +77,12 @@ func TestMap(t *testing.T) {
 		assertError(t, test.err, err1, test.tag)
 		assertError(t, test.err, err2, test.tag)
 	}
+	for _, test := range tests {
+		err1 := Validate(test.model, DynamicMap(test.rules...))
+		err2 := ValidateWithContext(context.Background(), test.model, DynamicMap(test.rules...))
+		assertError(t, test.err, err1, test.tag)
+		assertError(t, test.err, err2, test.tag)
+	}
 
 	a := map[string]interface{}{"Name": "name", "Value": "demo", "Extra": true}
 	err := Validate(a, Map(
@@ -81,6 +90,12 @@ func TestMap(t *testing.T) {
 		Key("Value", Required, Length(5, 10)),
 	))
 	assert.EqualError(t, err, "Extra: key not expected; Value: the length must be between 5 and 10.")
+
+	err = Validate(a, DynamicMap(
+		Key("Name", Required),
+		Key("Value", Required, Length(5, 10)),
+	))
+	assert.EqualError(t, err, "Value: the length must be between 5 and 10.")
 }
 
 func TestMapWithContext(t *testing.T) {