diff --git a/infra/nnfw/cmake/buildtool/cross/toolchain_aarch64-android.cmake b/infra/nnfw/cmake/buildtool/cross/toolchain_aarch64-android.cmake
index b304543e6cf..95f075b5cef 100644
--- a/infra/nnfw/cmake/buildtool/cross/toolchain_aarch64-android.cmake
+++ b/infra/nnfw/cmake/buildtool/cross/toolchain_aarch64-android.cmake
@@ -14,7 +14,6 @@ set(ANDROID_ABI arm64-v8a)
 set(ANDROID_API_LEVEL 29)
 set(ANDROID_PLATFORM android-${ANDROID_API_LEVEL})
 set(ANDROID_STL c++_shared)
-set(ANDROID_STL_LIB "${NDK_DIR}/sources/cxx-stl/llvm-libc++/libs/arm64-v8a/libc++_shared.so")
 
 # Find package in the host. `nnfw_find_package` won't work without this
 # Others (library, path) will follow android.toolchain.cmake settings
@@ -23,6 +22,8 @@ set(CMAKE_FIND_ROOT_PATH_MODE_PACKAGE NEVER)
 # Use the toolchain file that NDK provides
 include(${NDK_DIR}/build/cmake/android.toolchain.cmake)
 
+find_library(ANDROID_STL_LIB c++_shared PATHS /usr/lib/${CMAKE_LIBRARY_ARCHITECTURE})
+
 # Install libc++_shared.so to lib folder
 install(FILES ${ANDROID_STL_LIB} DESTINATION lib)
 
diff --git a/infra/nnfw/cmake/packages/ARMComputeConfig.cmake b/infra/nnfw/cmake/packages/ARMComputeConfig.cmake
index fa5c851ba3e..e55a0f4aebd 100644
--- a/infra/nnfw/cmake/packages/ARMComputeConfig.cmake
+++ b/infra/nnfw/cmake/packages/ARMComputeConfig.cmake
@@ -163,8 +163,14 @@ function(_ARMCompute_Build ARMComputeInstall_DIR)
 
   set(SCONS_CC "gcc")
   set(SCONS_CXX "g++")
+  # Refer https://android.googlesource.com/platform/external/armnn/+/HEAD/BuildGuideAndroidNDK.md#build-arm-compute-library
   if(ANDROID)
-    list(APPEND SCONS_OPTIONS "toolchain_prefix=${ANDROID_TOOLCHAIN_PREFIX}")
+    if(ANDROID_NDK_MAJOR LESS 22)
+      # Use legacy toolchain
+      list(APPEND SCONS_OPTIONS "toolchain_prefix=${ANDROID_TOOLCHAIN_PREFIX}")
+    else(ANDROID_NDK_MAJOR LESS 22)
+      list(APPEND SCONS_OPTIONS "toolchain_prefix=${ANDROID_TOOLCHAIN_ROOT}/bin/llvm-")
+    endif(ANDROID_NDK_MAJOR LESS 22)
     list(APPEND SCONS_OPTIONS "compiler_prefix=${ANDROID_TOOLCHAIN_ROOT}/bin/aarch64-linux-android${ANDROID_API_LEVEL}-")
     set(SCONS_CC "clang")
     set(SCONS_CXX "clang++")