diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt
index b9eec6af..0d6aa232 100644
--- a/tests/CMakeLists.txt
+++ b/tests/CMakeLists.txt
@@ -23,6 +23,11 @@ if (NOT WIN32)
         ${TORTURE_LINK_LIBRARIES}
         pthread)
 endif(NOT WIN32)
+if (WITH_GSSAPI AND GSSAPI_FOUND)
+    set(TORTURE_LINK_LIBRARIES
+        ${TORTURE_LINK_LIBRARIES}
+        crypto)
+endif (WITH_GSSAPI AND GSSAPI_FOUND)
 
 # create test library
 add_library(${TORTURE_LIBRARY}
diff --git a/tests/fuzz/CMakeLists.txt b/tests/fuzz/CMakeLists.txt
index 1abc961e..dee39af6 100644
--- a/tests/fuzz/CMakeLists.txt
+++ b/tests/fuzz/CMakeLists.txt
@@ -2,9 +2,7 @@ project(fuzzing CXX)
 
 macro(fuzzer name)
     add_executable(${name} ${name}.c)
-    target_link_libraries(${name}
-                          PRIVATE
-                              ssh::static pthread)
+    target_link_libraries(${name} PRIVATE ${TORTURE_LINK_LIBRARIES})
     if (CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
         set_target_properties(${name}
                               PROPERTIES
diff --git a/tests/fuzz/fuzzer.c b/tests/fuzz/fuzzer.c
index 4db6a2bc..bd7a9edb 100644
--- a/tests/fuzz/fuzzer.c
+++ b/tests/fuzz/fuzzer.c
@@ -1,8 +1,14 @@
 /* Simpler gnu89 version of StandaloneFuzzTargetMain.c from LLVM */
 
+#include "config.h"
+
 #include <assert.h>
 #include <stdio.h>
 #include <stdlib.h>
+#if defined(HAVE_LIBCRYPTO) || defined(WITH_GSSAPI)
+/* for OPENSSL_cleanup() of GSSAPI's OpenSSL context */
+#include <openssl/crypto.h>
+#endif
 
 int LLVMFuzzerTestOneInput (const unsigned char *data, size_t size);
 __attribute__((weak)) int LLVMFuzzerInitialize(int *argc, char ***argv);
@@ -35,5 +41,9 @@ main (int argc, char **argv)
 
     free (buf);
     printf ("Done!\n");
+
+#if defined(HAVE_LIBCRYPTO) || defined(WITH_GSSAPI)
+    OPENSSL_cleanup();
+#endif
     return 0;
 }
diff --git a/tests/torture.c b/tests/torture.c
index 26cc68e3..6bdd6463 100644
--- a/tests/torture.c
+++ b/tests/torture.c
@@ -52,6 +52,11 @@
 #include <valgrind/valgrind.h>
 #endif
 
+#ifdef WITH_GSSAPI
+/* for OPENSSL_cleanup() of GSSAPI's OpenSSL context */
+#include <openssl/crypto.h>
+#endif
+
 #define TORTURE_SSHD_SRV_IPV4 "127.0.0.10"
 /* socket wrapper IPv6 prefix  fd00::5357:5fxx */
 #define TORTURE_SSHD_SRV_IPV6 "fd00::5357:5f0a"
@@ -1849,18 +1854,21 @@ __attribute__((weak)) int torture_run_tests(void)
 #endif /* defined(HAVE_WEAK_ATTRIBUTE) && defined(TORTURE_SHARED) */
 
 /**
- * Finalize the torture context. No-op except for OpenSSL.
+ * Finalize the torture context. No-op except for OpenSSL or GSSAPI
  *
  * When OpenSSL is built without the at-exit handlers, it won't call the
  * OPENSSL_cleanup() from destructor or at-exit handler, which means we need to
  * do it manually in the tests.
  *
  * It is never a good idea to call this function from the library context as we
- * can not be sure the libssh is really the last one using the OpenSSL
+ * can not be sure the libssh is really the last one using the OpenSSL.
+ *
+ * This needs to be called at the end of the main function or any time before
+ * any forked process (servers) exits.
  */
-static void torture_finalize(void)
+void torture_finalize(void)
 {
-#ifdef HAVE_LIBCRYPTO
+#if defined(HAVE_LIBCRYPTO) || defined(WITH_GSSAPI)
     OPENSSL_cleanup();
 #endif
 }
diff --git a/tests/torture.h b/tests/torture.h
index 906c9a9f..aebdb748 100644
--- a/tests/torture.h
+++ b/tests/torture.h
@@ -178,4 +178,6 @@ int torture_change_dir(char *path);
 void torture_setenv(char const* variable, char const* value);
 void torture_unsetenv(char const* variable);
 
+void torture_finalize(void);
+
 #endif /* _TORTURE_H */