diff --git a/CMake/Modules/FindDl.cmake b/CMake/Modules/FindDl.cmake
deleted file mode 100644
index 5040f1e46d..0000000000
--- a/CMake/Modules/FindDl.cmake
+++ /dev/null
@@ -1,18 +0,0 @@
-# Stick to traditional approaches here. The following are defined.
-
-# DL_FOUND - The system has the dl library. DL_INCLUDE_DIR - The dl include
-# directory. DL_LIBRARIES - The library file to link to.
-
-if(DL_INCLUDE_DIR AND DL_LIBRARIES)
-  # Already in cache, so don't repeat the finding procedures.
-  set(DL_FIND_QUIETLY TRUE)
-endif()
-
-find_path(DL_INCLUDE_DIR dlfcn.h PATHS /usr/local/include /usr/include)
-
-find_library(DL_LIBRARIES dl PATHS /usr/local/lib /usr/lib /lib)
-
-include(FindPackageHandleStandardArgs)
-find_package_handle_standard_args(DL DEFAULT_MSG DL_LIBRARIES DL_INCLUDE_DIR)
-
-mark_as_advanced(DL_INCLUDE_DIR DL_LIBRARIES)
diff --git a/StepmaniaCore.cmake b/StepmaniaCore.cmake
index b6b7a69f23..1265c26058 100644
--- a/StepmaniaCore.cmake
+++ b/StepmaniaCore.cmake
@@ -324,8 +324,6 @@ elseif(LINUX)
     set(HAS_X11 TRUE)
   endif()
 
-  find_package(Dl)
-
   set(HAS_XRANDR FALSE)
   if(WITH_XRANDR)
     find_package(Xrandr REQUIRED)
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 09fbaadeaf..39c9df0772 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -256,14 +256,9 @@ else() # Linux
                                    BACKTRACE_METHOD_TEXT="no backtrace")
       endif()
       target_compile_definitions("${SM_EXE_NAME}" PRIVATE
-                                 BACKTRACE_LOOKUP_METHOD_TEXT="backtrace_symbols")
-      if(${DL_FOUND})
-        target_compile_definitions("${SM_EXE_NAME}" PRIVATE
-                                   BACKTRACE_LOOKUP_METHOD_DLADDR)
-      else()
-        target_compile_definitions("${SM_EXE_NAME}" PRIVATE
-                                   BACKTRACE_LOOKUP_METHOD_BACKTRACE_SYMBOLS)
-      endif()
+                                 BACKTRACE_LOOKUP_METHOD_TEXT="dladdr")
+      target_compile_definitions("${SM_EXE_NAME}" PRIVATE
+                                 BACKTRACE_LOOKUP_METHOD_DLADDR)
     endif()
   endif()
   if(${HAS_PTHREAD})
@@ -389,13 +384,9 @@ else() # Unix / Linux TODO: Remember to find and locate the zip archive files.
               "${SM_FFMPEG_LIB}/libavutil.a")
 
   list(REMOVE_ITEM SMDATA_LINK_LIB "zlib")
-  list(APPEND SMDATA_LINK_LIB "zlib" ${VA_LIBRARY} ${VA_DRM_LIBRARY})
-
-  if(${DL_FOUND})
-    list(APPEND SMDATA_LINK_LIB ${DL_LIBRARIES})
-  endif()
-
-  list(APPEND SMDATA_LINK_LIB "${OPENGL_LIBRARY}")
+  list(APPEND SMDATA_LINK_LIB "zlib"
+                              ${CMAKE_DL_LIBS}
+                              "${OPENGL_LIBRARY}")
 
   if(GTK3_FOUND)
     list(APPEND SMDATA_LINK_LIB "${GTK3_LIBRARIES}")
@@ -453,9 +444,6 @@ else()
     if(X11_FOUND)
       list(APPEND SM_INCLUDE_DIRS "${X11_INCLUDE_DIR}")
     endif()
-    if(DL_FOUND)
-      list(APPEND SM_INCLUDE_DIRS "${DL_INCLUDE_DIR}")
-    endif()
   endif()
 endif()