diff --git a/docs/docs/coverage/language/golang.md b/docs/docs/coverage/language/golang.md
index 11fd313f2f95..7f6020f0a245 100644
--- a/docs/docs/coverage/language/golang.md
+++ b/docs/docs/coverage/language/golang.md
@@ -81,6 +81,7 @@ There are times when Go uses the `(devel)` version for modules/dependencies and
   In other cases, Go uses the `(devel)` version[^3].
 - Dependencies replaced with local ones use the `(devel)` versions.
 
+In these cases, the version of such packages is empty.
 
 [^1]: It doesn't require the Internet access.
 [^2]: Need to download modules to local cache beforehand
diff --git a/pkg/dependency/parser/golang/binary/parse.go b/pkg/dependency/parser/golang/binary/parse.go
index 2b1d2fce850e..0b1dafa8a8cc 100644
--- a/pkg/dependency/parser/golang/binary/parse.go
+++ b/pkg/dependency/parser/golang/binary/parse.go
@@ -5,6 +5,7 @@ import (
 	"sort"
 	"strings"
 
+	"github.com/samber/lo"
 	"golang.org/x/xerrors"
 
 	"github.com/aquasecurity/trivy/pkg/dependency/types"
@@ -56,7 +57,7 @@ func (p *Parser) Parse(r xio.ReadSeekerAt) ([]types.Library, []types.Dependency,
 			// Only binaries installed with `go install` contain semver version of the main module.
 			// Other binaries use the `(devel)` version.
 			// See https://github.com/aquasecurity/trivy/issues/1837#issuecomment-1832523477.
-			Version: info.Main.Version,
+			Version: lo.Ternary(info.Main.Version != "(devel)", info.Main.Version, ""), // Use empty string instead of `(devel)`
 		},
 	}...)
 
@@ -75,7 +76,7 @@ func (p *Parser) Parse(r xio.ReadSeekerAt) ([]types.Library, []types.Dependency,
 
 		libs = append(libs, types.Library{
 			Name:    mod.Path,
-			Version: mod.Version,
+			Version: lo.Ternary(mod.Version != "(devel)", mod.Version, ""), // Use empty string instead of `(devel)`,
 		})
 	}
 
diff --git a/pkg/dependency/parser/golang/binary/parse_test.go b/pkg/dependency/parser/golang/binary/parse_test.go
index c3db6d19e7e0..bd1430525244 100644
--- a/pkg/dependency/parser/golang/binary/parse_test.go
+++ b/pkg/dependency/parser/golang/binary/parse_test.go
@@ -32,7 +32,7 @@ func TestParse(t *testing.T) {
 				},
 				{
 					Name:    "github.com/aquasecurity/test",
-					Version: "(devel)",
+					Version: "",
 				},
 				{
 					Name:    "golang.org/x/xerrors",
@@ -58,7 +58,7 @@ func TestParse(t *testing.T) {
 				},
 				{
 					Name:    "github.com/aquasecurity/test",
-					Version: "(devel)",
+					Version: "",
 				},
 				{
 					Name:    "golang.org/x/xerrors",
@@ -84,7 +84,7 @@ func TestParse(t *testing.T) {
 				},
 				{
 					Name:    "github.com/aquasecurity/test",
-					Version: "(devel)",
+					Version: "",
 				},
 				{
 					Name:    "golang.org/x/xerrors",
@@ -106,7 +106,7 @@ func TestParse(t *testing.T) {
 				},
 				{
 					Name:    "github.com/ebati/trivy-mod-parse",
-					Version: "(devel)",
+					Version: "",
 				},
 				{
 					Name:    "github.com/go-sql-driver/mysql",
diff --git a/pkg/fanal/analyzer/language/golang/binary/binary_test.go b/pkg/fanal/analyzer/language/golang/binary/binary_test.go
index d5e3fc9c343e..28a391da96d9 100644
--- a/pkg/fanal/analyzer/language/golang/binary/binary_test.go
+++ b/pkg/fanal/analyzer/language/golang/binary/binary_test.go
@@ -39,7 +39,7 @@ func Test_gobinaryLibraryAnalyzer_Analyze(t *testing.T) {
 							},
 							{
 								Name:    "github.com/aquasecurity/test",
-								Version: "(devel)",
+								Version: "",
 							},
 							{
 								Name:    "golang.org/x/xerrors",
diff --git a/pkg/purl/purl_test.go b/pkg/purl/purl_test.go
index 79b2647cff4d..d22e010d8b22 100644
--- a/pkg/purl/purl_test.go
+++ b/pkg/purl/purl_test.go
@@ -164,7 +164,7 @@ func TestNewPackageURL(t *testing.T) {
 			typ:  ftypes.GoModule,
 			pkg: ftypes.Package{
 				Name:    "./private_repos/cnrm.googlesource.com/cnrm/",
-				Version: "(devel)",
+				Version: "",
 			},
 			want: nil,
 		},
diff --git a/pkg/sbom/cyclonedx/marshal_test.go b/pkg/sbom/cyclonedx/marshal_test.go
index de723236a66a..d71c3c9ed074 100644
--- a/pkg/sbom/cyclonedx/marshal_test.go
+++ b/pkg/sbom/cyclonedx/marshal_test.go
@@ -246,7 +246,7 @@ func TestMarshaler_MarshalReport(t *testing.T) {
 							// dependency has been replaced with local directory
 							{
 								Name:    "./api",
-								Version: "(devel)",
+								Version: "",
 							},
 						},
 					},
@@ -423,7 +423,7 @@ func TestMarshaler_MarshalReport(t *testing.T) {
 						BOMRef:  "3ff14136-e09f-4df9-80ea-000000000013",
 						Type:    cdx.ComponentTypeLibrary,
 						Name:    "./api",
-						Version: "(devel)",
+						Version: "",
 						Properties: &[]cdx.Property{
 							{
 								Name:  "aquasecurity:trivy:PkgType",
diff --git a/pkg/sbom/spdx/marshal_test.go b/pkg/sbom/spdx/marshal_test.go
index c7757de8ca81..c4f2f7694d62 100644
--- a/pkg/sbom/spdx/marshal_test.go
+++ b/pkg/sbom/spdx/marshal_test.go
@@ -1056,7 +1056,7 @@ func TestMarshaler_Marshal(t *testing.T) {
 						Packages: []ftypes.Package{
 							{
 								Name:    "./private_repos/cnrm.googlesource.com/cnrm/",
-								Version: "(devel)",
+								Version: "",
 							},
 							{
 								Name:    "golang.org/x/crypto",
@@ -1105,10 +1105,9 @@ func TestMarshaler_Marshal(t *testing.T) {
 						},
 					},
 					{
-						PackageSPDXIdentifier:   spdx.ElementID("Package-9a16e221e11f8a90"),
+						PackageSPDXIdentifier:   spdx.ElementID("Package-b1c3b9e2363f5ff7"),
 						PackageDownloadLocation: "NONE",
 						PackageName:             "./private_repos/cnrm.googlesource.com/cnrm/",
-						PackageVersion:          "(devel)",
 						PackageLicenseConcluded: "NONE",
 						PackageLicenseDeclared:  "NONE",
 						PrimaryPackagePurpose:   tspdx.PackagePurposeLibrary,
@@ -1152,7 +1151,7 @@ func TestMarshaler_Marshal(t *testing.T) {
 				Relationships: []*spdx.Relationship{
 					{
 						RefA:         spdx.DocElementID{ElementRefID: "Application-aab0f4e8cf174c67"},
-						RefB:         spdx.DocElementID{ElementRefID: "Package-9a16e221e11f8a90"},
+						RefB:         spdx.DocElementID{ElementRefID: "Package-b1c3b9e2363f5ff7"},
 						Relationship: "CONTAINS",
 					},
 					{