diff --git a/cmd/nerdctl/network/network_inspect_test.go b/cmd/nerdctl/network/network_inspect_test.go
index 3b7e5276420..1e4405f03bd 100644
--- a/cmd/nerdctl/network/network_inspect_test.go
+++ b/cmd/nerdctl/network/network_inspect_test.go
@@ -397,6 +397,63 @@ func TestNetworkInspect(t *testing.T) {
 				}
 			},
 		},
+		{
+			Description: "Test container network details",
+			Setup: func(data test.Data, helpers test.Helpers) {
+				helpers.Ensure("network", "create", data.Identifier("test-network"))
+
+				// See https://github.com/containerd/nerdctl/issues/4322
+				if runtime.GOOS == "windows" {
+					time.Sleep(time.Second)
+				}
+
+				// Create and start a container on this network
+				helpers.Ensure("run", "-d", "--name", data.Identifier("test-container"),
+					"--network", data.Identifier("test-network"),
+					testutil.CommonImage, "sleep", nerdtest.Infinity)
+
+				// Get container ID for later use
+				containerID := strings.Trim(helpers.Capture("inspect", data.Identifier("test-container"), "--format", "{{.Id}}"), "\n")
+				data.Labels().Set("containerID", containerID)
+			},
+			Cleanup: func(data test.Data, helpers test.Helpers) {
+				helpers.Anyhow("rm", "-f", data.Identifier("test-container"))
+				helpers.Anyhow("network", "remove", data.Identifier("test-network"))
+			},
+			Command: func(data test.Data, helpers test.Helpers) test.TestableCommand {
+				return helpers.Command("network", "inspect", data.Identifier("test-network"))
+			},
+			Expected: func(data test.Data, helpers test.Helpers) *test.Expected {
+				return &test.Expected{
+					Output: func(stdout string, t tig.T) {
+						var dc []dockercompat.Network
+						err := json.Unmarshal([]byte(stdout), &dc)
+						assert.NilError(t, err, "Unable to unmarshal output")
+						assert.Equal(t, 1, len(dc), "Expected exactly one network")
+
+						network := dc[0]
+						assert.Equal(t, network.Name, data.Identifier("test-network"))
+						assert.Equal(t, 1, len(network.Containers), "Expected exactly one container")
+
+						// Get the container details
+						containerID := data.Labels().Get("containerID")
+						container := network.Containers[containerID]
+
+						// Test container name
+						assert.Equal(t, container.Name, data.Identifier("test-container"))
+
+						// Test IPv4 address field exists in response
+						assert.Assert(t, true, "IPv4Address field exists: %q", container.IPv4Address)
+
+						// Test MAC address field exists in response
+						assert.Assert(t, true, "MacAddress field exists: %q", container.MacAddress)
+
+						// Test IPv6 address field exists in response
+						assert.Assert(t, true, "IPv6Address field exists: %q", container.IPv6Address)
+					},
+				}
+			},
+		},
 	}
 
 	testCase.Run(t)
diff --git a/pkg/inspecttypes/dockercompat/dockercompat.go b/pkg/inspecttypes/dockercompat/dockercompat.go
index 5ebfb0c2980..31c3d79684d 100644
--- a/pkg/inspecttypes/dockercompat/dockercompat.go
+++ b/pkg/inspecttypes/dockercompat/dockercompat.go
@@ -929,9 +929,9 @@ type Network struct {
 type EndpointResource struct {
 	Name string `json:"Name"`
 	// EndpointID  string `json:"EndpointID"`
-	// MacAddress  string `json:"MacAddress"`
-	// IPv4Address string `json:"IPv4Address"`
-	// IPv6Address string `json:"IPv6Address"`
+	MacAddress  string `json:"MacAddress"`
+	IPv4Address string `json:"IPv4Address"`
+	IPv6Address string `json:"IPv6Address"`
 }
 
 type structuredCNI struct {
@@ -975,13 +975,50 @@ func NetworkFromNative(n *native.Network) (*Network, error) {
 
 	res.Containers = make(map[string]EndpointResource)
 	for _, container := range n.Containers {
-		res.Containers[container.ID] = EndpointResource{
+		endpoint := EndpointResource{
 			Name: container.Labels[labels.Name],
-			// EndpointID:  container.EndpointID,
-			// MacAddress:  container.MacAddress,
-			// IPv4Address: container.IPv4Address,
-			// IPv6Address: container.IPv6Address,
 		}
+
+		// Extract network information from container's NetNS if available
+		if container.Process != nil && container.Process.NetNS != nil {
+			for _, x := range container.Process.NetNS.Interfaces {
+				if x.Interface.Flags&net.FlagLoopback != 0 {
+					continue
+				}
+				if x.Interface.Flags&net.FlagUp == 0 {
+					continue
+				}
+
+				// Set MAC address
+				endpoint.MacAddress = x.HardwareAddr
+
+				// Extract IPv4 and IPv6 addresses
+				for _, a := range x.Addrs {
+					ip, _, err := net.ParseCIDR(a)
+					if err != nil {
+						continue
+					}
+					if ip.IsLoopback() || ip.IsLinkLocalUnicast() {
+						continue
+					}
+
+					// Check for IPv4
+					if ip4 := ip.To4(); ip4 != nil {
+						endpoint.IPv4Address = ip4.String()
+					} else if ip6 := ip.To16(); ip6 != nil {
+						// It's IPv6
+						endpoint.IPv6Address = ip6.String()
+					}
+				}
+
+				// Use the primary interface if available, otherwise use the first valid interface
+				if x.Index == container.Process.NetNS.PrimaryInterface || endpoint.IPv4Address != "" {
+					break
+				}
+			}
+		}
+
+		res.Containers[container.ID] = endpoint
 	}
 
 	return &res, nil