diff --git a/CMakeLists.txt b/CMakeLists.txt
index 6c711f50..84eed967 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -424,7 +424,6 @@ if(CRYPTO_BACKEND STREQUAL "OpenSSL" OR NOT CRYPTO_BACKEND)
     set(CRYPTO_BACKEND "OpenSSL")
     set(CRYPTO_BACKEND_DEFINE "LIBSSH2_OPENSSL")
     list(APPEND LIBSSH2_LIBS OpenSSL::Crypto)
-    set_target_properties(OpenSSL::Crypto PROPERTIES INTERFACE_LIBSSH2_PC_MODULES "libcrypto")
 
     if(WIN32)
       # Statically linking to OpenSSL requires crypt32 for some Windows APIs.
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index d5821c94..de98d0a7 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -60,7 +60,6 @@ if(ENABLE_ZLIB_COMPRESSION)
   find_package(ZLIB REQUIRED)
 
   list(APPEND LIBSSH2_LIBS ZLIB::ZLIB)
-  set_target_properties(ZLIB::ZLIB PROPERTIES INTERFACE_LIBSSH2_PC_MODULES "zlib")
   list(APPEND _libssh2_definitions "LIBSSH2_HAVE_ZLIB")
 endif()
 
@@ -283,7 +282,13 @@ if(NOT LIBSSH2_DISABLE_INSTALL)
       if(NOT _libname AND NOT _libs AND NOT _libdirs)
         message(WARNING "Bad lib in library list: ${_lib}")
       endif()
-      get_target_property(_modules "${_lib}" INTERFACE_LIBSSH2_PC_MODULES)
+      if(_lib STREQUAL OpenSSL::Crypto)
+        set(_modules "libcrypto")
+      elseif(_lib STREQUAL ZLIB::ZLIB)
+        set(_modules "zlib")
+      else()
+        get_target_property(_modules "${_lib}" INTERFACE_LIBSSH2_PC_MODULES)
+      endif()
       if(_modules)
         list(APPEND LIBSSH2_PC_REQUIRES_PRIVATE "${_modules}")
       endif()