diff --git a/internal/web/controller/api.go b/internal/web/controller/api.go
index b77ba2a59..4c9038f16 100644
--- a/internal/web/controller/api.go
+++ b/internal/web/controller/api.go
@@ -198,7 +198,7 @@ func (a *APIController) initRouter(g *gin.RouterGroup) {
 	// Decode + verify the node config envelope (zstd + X-Config-Sha256) and
 	// advertise support, before CSRF/handlers read the body.
 	api.Use(middleware.ConfigEnvelopeMiddleware())
-	api.Use(middleware.CSRFMiddleware())
+	api.Use(middleware.CSRFMiddleware(getRemoteIp))
 
 	api.GET("/openapi.json", ServeOpenAPISpec)
 
diff --git a/internal/web/controller/csrf_log_test.go b/internal/web/controller/csrf_log_test.go
new file mode 100644
index 000000000..e436bcf39
--- /dev/null
+++ b/internal/web/controller/csrf_log_test.go
@@ -0,0 +1,41 @@
+package controller
+
+import (
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"github.com/gin-contrib/sessions"
+	"github.com/gin-contrib/sessions/cookie"
+	"github.com/gin-gonic/gin"
+
+	"github.com/mhsanaei/3x-ui/v3/internal/logger"
+)
+
+func TestLoginCSRFRejectionLogsPeerIPNotForwardedHeader(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	engine := gin.New()
+	engine.Use(sessions.Sessions("3x-ui", cookie.NewStore([]byte("csrf-log-test-secret"))))
+	NewIndexController(engine.Group("/"))
+
+	req := httptest.NewRequest(http.MethodPost, "/login", nil)
+	req.RemoteAddr = "198.51.100.9:40000"
+	req.Header.Set("X-Forwarded-For", "203.0.113.66")
+	rec := httptest.NewRecorder()
+	engine.ServeHTTP(rec, req)
+	if rec.Code != http.StatusForbidden {
+		t.Fatalf("status = %d, want %d", rec.Code, http.StatusForbidden)
+	}
+
+	var line string
+	for _, l := range logger.GetLogs(50, "WARNING") {
+		if strings.Contains(l, "CSRF validation failed") {
+			line = l
+			break
+		}
+	}
+	if !strings.Contains(line, "IP=198.51.100.9") || strings.Contains(line, "203.0.113.66") {
+		t.Fatalf("CSRF rejection log = %q, want the untrusted peer 198.51.100.9 and not the forwarded header", line)
+	}
+}
diff --git a/internal/web/controller/index.go b/internal/web/controller/index.go
index faf13bcca..0433e2ed8 100644
--- a/internal/web/controller/index.go
+++ b/internal/web/controller/index.go
@@ -47,9 +47,9 @@ func (a *IndexController) initRouter(g *gin.RouterGroup) {
 	g.GET("/sponsors", a.sponsors)
 	g.GET("/sponsors/logo/:name", a.sponsorLogo)
 
-	g.POST("/login", middleware.CSRFMiddleware(), a.login)
-	g.POST("/logout", middleware.CSRFMiddleware(), a.logout)
-	g.POST("/getTwoFactorEnable", middleware.CSRFMiddleware(), a.getTwoFactorEnable)
+	g.POST("/login", middleware.CSRFMiddleware(getRemoteIp), a.login)
+	g.POST("/logout", middleware.CSRFMiddleware(getRemoteIp), a.logout)
+	g.POST("/getTwoFactorEnable", middleware.CSRFMiddleware(getRemoteIp), a.getTwoFactorEnable)
 }
 
 // sponsors is public so the login page can render its slot; failures stay silent.
diff --git a/internal/web/controller/spa.go b/internal/web/controller/spa.go
index 913dfc2e5..a43e22f01 100644
--- a/internal/web/controller/spa.go
+++ b/internal/web/controller/spa.go
@@ -33,7 +33,7 @@ func NewXUIController(g *gin.RouterGroup) *XUIController {
 func (a *XUIController) initRouter(g *gin.RouterGroup) {
 	g = g.Group("/panel")
 	g.Use(a.checkLogin)
-	g.Use(middleware.CSRFMiddleware())
+	g.Use(middleware.CSRFMiddleware(getRemoteIp))
 
 	g.GET("/", a.panelSPA)
 	g.GET("/inbounds", a.panelSPA)
diff --git a/internal/web/middleware/security.go b/internal/web/middleware/security.go
index 920afb4e8..daa1232fc 100644
--- a/internal/web/middleware/security.go
+++ b/internal/web/middleware/security.go
@@ -5,6 +5,7 @@ import (
 	"encoding/base64"
 	"net/http"
 
+	"github.com/mhsanaei/3x-ui/v3/internal/logger"
 	"github.com/mhsanaei/3x-ui/v3/internal/web/session"
 
 	"github.com/gin-gonic/gin"
@@ -34,11 +35,9 @@ func newCSPNonce() string {
 	return base64.RawStdEncoding.EncodeToString(b[:])
 }
 
-// CSRFMiddleware rejects unsafe requests that do not include the session CSRF token.
-// Bearer-token-authenticated callers (api_authed flag set by APIController.checkAPIAuth)
-// short-circuit the CSRF check — they are not browser sessions, so the
-// cross-site request forgery threat model doesn't apply to them.
-func CSRFMiddleware() gin.HandlerFunc {
+// CSRFMiddleware rejects unsafe session requests lacking the CSRF token; bearer (api_authed) callers skip it.
+// clientIP must honour the trusted-proxy list: c.ClientIP trusts any peer's X-Forwarded-For.
+func CSRFMiddleware(clientIP func(*gin.Context) string) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		if c.GetBool("api_authed") {
 			c.Next()
@@ -49,6 +48,7 @@ func CSRFMiddleware() gin.HandlerFunc {
 			return
 		}
 		if !session.ValidateCSRFToken(c) {
+			logger.Warningf("CSRF validation failed, request rejected: method=%s path=%s IP=%s", c.Request.Method, c.Request.URL.Path, clientIP(c))
 			c.AbortWithStatus(http.StatusForbidden)
 			return
 		}
diff --git a/internal/web/middleware/security_test.go b/internal/web/middleware/security_test.go
index f9fa19186..ac24c38a6 100644
--- a/internal/web/middleware/security_test.go
+++ b/internal/web/middleware/security_test.go
@@ -16,7 +16,7 @@ import (
 func TestCSRFMiddlewareAllowsSafeMethods(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	router := gin.New()
-	router.Use(CSRFMiddleware())
+	router.Use(CSRFMiddleware(func(*gin.Context) string { return "" }))
 	router.GET("/safe", func(c *gin.Context) {
 		c.String(http.StatusOK, "ok")
 	})
@@ -42,7 +42,7 @@ func TestCSRFMiddlewareRejectsMissingTokenAndAcceptsValidToken(t *testing.T) {
 		}
 		c.String(http.StatusOK, token)
 	})
-	router.POST("/submit", CSRFMiddleware(), func(c *gin.Context) {
+	router.POST("/submit", CSRFMiddleware(func(*gin.Context) string { return "" }), func(c *gin.Context) {
 		c.String(http.StatusOK, "ok")
 	})