From ea0beea588524ecf11f7b7d2c9de40ec8f220152 Mon Sep 17 00:00:00 2001 From: Shukun Zhang Date: Wed, 21 Sep 2022 11:05:24 +0800 Subject: [PATCH] Update Model Obf --- cmake/package_lite.cmake | 6 +-- mindspore/lite/CMakeLists.txt | 11 +++-- mindspore/lite/cmake/lite_options.cmake | 9 +++- mindspore/lite/src/CMakeLists.txt | 2 +- mindspore/lite/src/litert/lite_model.cc | 4 +- mindspore/lite/test/CMakeLists.txt | 2 +- mindspore/lite/tools/converter/CMakeLists.txt | 2 +- .../obfuscator/bin/linux-x64/msobfuscator | Bin 428376 -> 469328 bytes .../tools/obfuscator/include/deobfuscator.h | 44 ++++++++++++------ .../android-aarch64/libmsdeobfuscator-lite.so | Bin 305456 -> 330104 bytes .../lib/linux-x64/libmsdeobfuscator-lite.so | Bin 276480 -> 321696 bytes 11 files changed, 54 insertions(+), 26 deletions(-) diff --git a/cmake/package_lite.cmake b/cmake/package_lite.cmake index da16748d64e..68eb034e628 100644 --- a/cmake/package_lite.cmake +++ b/cmake/package_lite.cmake @@ -430,7 +430,7 @@ if(PLATFORM_ARM64) install(FILES ${TOP_DIR}/mindspore/lite/build/src/${MINDSPORE_LITE_LIB_NAME}.a DESTINATION ${RUNTIME_LIB_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME}) endif() - if(ENABLE_MODEL_OBF) + if(MSLITE_ENABLE_MODEL_OBF) install(FILES ${TOP_DIR}/mindspore/lite/tools/obfuscator/lib/android-aarch64/libmsdeobfuscator-lite.so DESTINATION ${RUNTIME_LIB_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME}) endif() @@ -669,7 +669,7 @@ elseif(PLATFORM_ARM32) install(FILES ${TOP_DIR}/mindspore/lite/build/src/${MINDSPORE_LITE_LIB_NAME}.a DESTINATION ${RUNTIME_LIB_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME}) endif() - if(ENABLE_MODEL_OBF) + if(MSLITE_ENABLE_MODEL_OBF) install(FILES ${TOP_DIR}/mindspore/lite/tools/obfuscator/lib/android-aarch32/libmsdeobfuscator-lite.so DESTINATION ${RUNTIME_LIB_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME}) endif() @@ -861,7 +861,7 @@ else() install(FILES ${TOP_DIR}/mindspore/lite/build/src/${MINDSPORE_LITE_LIB_NAME}.a DESTINATION ${RUNTIME_LIB_DIR} COMPONENT ${RUNTIME_COMPONENT_NAME}) endif() - if(ENABLE_MODEL_OBF) + if(MSLITE_ENABLE_MODEL_OBF) install(FILES ${TOP_DIR}/mindspore/lite/tools/obfuscator/bin/linux-x64/msobfuscator DESTINATION ${OBFUSCATOR_ROOT_DIR} PERMISSIONS OWNER_EXECUTE OWNER_WRITE OWNER_READ GROUP_READ GROUP_EXECUTE WORLD_READ WORLD_EXECUTE COMPONENT ${RUNTIME_COMPONENT_NAME}) diff --git a/mindspore/lite/CMakeLists.txt b/mindspore/lite/CMakeLists.txt index c96af9aba00..c44fb8f21f8 100644 --- a/mindspore/lite/CMakeLists.txt +++ b/mindspore/lite/CMakeLists.txt @@ -52,10 +52,10 @@ option(MSLITE_ENABLE_CONVERT_PYTORCH_MODEL "enable to convert pytorch model" off option(MSLITE_ENABLE_KERNEL_EXECUTOR "enable kernel executor" off) option(MSLITE_ENABLE_GITEE_MIRROR "enable download third_party from gitee mirror" off) option(MSLITE_ENABLE_CLOUD_FUSION_INFERENCE "enable cloud and device fusion inference architecture" off) +option(MSLITE_ENABLE_MODEL_OBF "enable model obfuscation" off) #Option that can be configured through manually option(ENABLE_VERBOSE "" off) -option(ENABLE_MODEL_OBF "if support model obfuscation" off) set(VERSION_STR "1.8.0" CACHE STRING "get from version") add_definitions(-DVERSION_STR=\"${VERSION_STR}\") @@ -228,6 +228,10 @@ if(DEFINED ENV{ENABLE_FAST_HASH_TABLE}) set(MSLITE_DEPS_ROBIN_HOOD_HASHING on) endif() +if(DEFINED ENV{MSLITE_ENABLE_MODEL_OBF}) + set(MSLITE_ENABLE_MODEL_OBF $ENV{MSLITE_ENABLE_MODEL_OBF}) +endif() + if(MSLITE_ENABLE_CLOUD_FUSION_INFERENCE) add_compile_definitions(ENABLE_CLOUD_FUSION_INFERENCE) add_compile_definitions(SUPPORT_GPU) @@ -481,6 +485,7 @@ message(STATUS "\tMSLITE_ENABLE_GRAPH_KERNEL = \t${MSLITE_ENABLE message(STATUS "\tMSLITE_ENABLE_KERNEL_EXECUTOR = \t${MSLITE_ENABLE_KERNEL_EXECUTOR}") message(STATUS "\tMSLITE_ENABLE_CLOUD_FUSION_INFERENCE = \t${MSLITE_ENABLE_CLOUD_FUSION_INFERENCE}") message(STATUS "\tMSLITE_ENABLE_CAPTURE_SIGNALS = \t${MSLITE_ENABLE_CAPTURE_SIGNALS}") +message(STATUS "\tMSLITE_ENABLE_MODEL_OBF = \t${MSLITE_ENABLE_MODEL_OBF}") if((MSLITE_ENABLE_CONVERTER OR MSLITE_ENABLE_TESTCASES) AND ( NOT MSLITE_ENABLE_MINDRT @@ -707,12 +712,12 @@ include_directories(${CORE_DIR}/mindrt/include) include_directories(${CORE_DIR}/mindrt/src) if(NOT WIN32 AND NOT APPLE) - if(ENABLE_MODEL_OBF) + if(MSLITE_ENABLE_MODEL_OBF) add_compile_definitions(ENABLE_MODEL_OBF) endif() endif() -if(ENABLE_MODEL_OBF) +if(MSLITE_ENABLE_MODEL_OBF) if(PLATFORM_ARM32) set(OBF_LIB_DIR ${TOP_DIR}/mindspore/lite/tools/obfuscator/lib/android-aarch32) elseif(PLATFORM_ARM64) diff --git a/mindspore/lite/cmake/lite_options.cmake b/mindspore/lite/cmake/lite_options.cmake index fd143520e7d..caa1b9ebc9a 100644 --- a/mindspore/lite/cmake/lite_options.cmake +++ b/mindspore/lite/cmake/lite_options.cmake @@ -49,10 +49,10 @@ option(MSLITE_ENABLE_CONVERT_PYTORCH_MODEL "enable to convert pytorch model" off option(MSLITE_ENABLE_KERNEL_EXECUTOR "enable kernel executor" off) option(MSLITE_ENABLE_GITEE_MIRROR "enable download third_party from gitee mirror" off) option(MSLITE_ENABLE_CLOUD_FUSION_INFERENCE "enable cloud and device fusion inference architecture" off) +option(MSLITE_ENABLE_MODEL_OBF "enable model obfuscation" off) #Option that can be configured through manually option(ENABLE_VERBOSE "" off) -option(ENABLE_MODEL_OBF "if support model obfuscation" off) set(VERSION_STR "1.7.0" CACHE STRING "get from version") if(MACHINE_LINUX_ARM64) @@ -197,6 +197,10 @@ if(DEFINED ENV{MSLITE_ENABLE_CLOUD_FUSION_INFERENCE}) set(MSLITE_ENABLE_CLOUD_FUSION_INFERENCE $ENV{MSLITE_ENABLE_CLOUD_FUSION_INFERENCE}) endif() +if(DEFINED ENV{MSLITE_ENABLE_MODEL_OBF}) + set(MSLITE_ENABLE_MODEL_OBF $ENV{MSLITE_ENABLE_MODEL_OBF}) +endif() + if(TOOLCHAIN_NAME STREQUAL "himix200") set(TARGET_HIMIX on) set(TARGET_HIMIX200 on) @@ -393,4 +397,5 @@ message(STATUS "\tMSLITE_ENABLE_SHARING_MODEL_WEIGHT = \t${MSLITE_ENABLE message(STATUS "\tMSLITE_ENABLE_EXPERIMENTAL_KERNEL = \t${MSLITE_ENABLE_EXPERIMENTAL_KERNEL}") message(STATUS "\tMSLITE_ENABLE_GRAPH_KERNEL = \t${MSLITE_ENABLE_GRAPH_KERNEL}") message(STATUS "\tMSLITE_ENABLE_KERNEL_EXECUTOR = \t${MSLITE_ENABLE_KERNEL_EXECUTOR}") -message(STATUS "\tMSLITE_ENABLE_CLOUD_FUSION_INFERENCE = \t${MSLITE_ENABLE_CLOUD_FUSION_INFERENCE}") \ No newline at end of file +message(STATUS "\tMSLITE_ENABLE_CLOUD_FUSION_INFERENCE = \t${MSLITE_ENABLE_CLOUD_FUSION_INFERENCE}") +message(STATUS "\tMSLITE_ENABLE_MODEL_OBF = \t${MSLITE_ENABLE_MODEL_OBF}") diff --git a/mindspore/lite/src/CMakeLists.txt b/mindspore/lite/src/CMakeLists.txt index 649686c5679..68af240961b 100644 --- a/mindspore/lite/src/CMakeLists.txt +++ b/mindspore/lite/src/CMakeLists.txt @@ -643,7 +643,7 @@ if(NOT WIN32) target_link_libraries(mindspore-lite dl) endif() -if(ENABLE_MODEL_OBF) +if(MSLITE_ENABLE_MODEL_OBF) target_link_libraries(mindspore-lite ${OBF_LIB_DIR}/libmsdeobfuscator-lite.so) target_link_libraries(mindspore-lite_static ${OBF_LIB_DIR}/libmsdeobfuscator-lite.so) endif() diff --git a/mindspore/lite/src/litert/lite_model.cc b/mindspore/lite/src/litert/lite_model.cc index 39fb36ff9d4..8879c95766e 100644 --- a/mindspore/lite/src/litert/lite_model.cc +++ b/mindspore/lite/src/litert/lite_model.cc @@ -348,8 +348,8 @@ int LiteModel::GenerateModelByVersion() { if (schema_version_ == SCHEMA_VERSION::SCHEMA_CUR) { #ifdef ENABLE_MODEL_OBF if (IsMetaGraphObfuscated(*reinterpret_cast(meta_graph))) { - model_deobf = - GetModelDeObfuscator(*reinterpret_cast(meta_graph), this); + model_deobf = GetModelDeObfuscator(*reinterpret_cast(meta_graph), + this, this->buf_size_); this->graph_.model_obfuscated_ = true; if (model_deobf == nullptr) { return RET_ERROR; diff --git a/mindspore/lite/test/CMakeLists.txt b/mindspore/lite/test/CMakeLists.txt index d2179455dfc..53721f248d4 100644 --- a/mindspore/lite/test/CMakeLists.txt +++ b/mindspore/lite/test/CMakeLists.txt @@ -243,7 +243,7 @@ if(MSLITE_ENABLE_CONVERTER) onnx_parser_mid tf_parser_mid) endif() -if(ENABLE_MODEL_OBF) +if(MSLITE_ENABLE_MODEL_OBF) target_link_libraries(lite-test ${OBF_LIB_DIR}/libmsdeobfuscator-lite.so) endif() diff --git a/mindspore/lite/tools/converter/CMakeLists.txt b/mindspore/lite/tools/converter/CMakeLists.txt index 20f3b1f5b35..5a1b0d97fc5 100644 --- a/mindspore/lite/tools/converter/CMakeLists.txt +++ b/mindspore/lite/tools/converter/CMakeLists.txt @@ -390,7 +390,7 @@ if(NOT WIN32) target_link_libraries(mindspore_converter dl) endif() -if(ENABLE_MODEL_OBF) +if(MSLITE_ENABLE_MODEL_OBF) target_link_libraries(mindspore_converter ${OBF_LIB_DIR}/libmsdeobfuscator-lite.so) endif() diff --git a/mindspore/lite/tools/obfuscator/bin/linux-x64/msobfuscator b/mindspore/lite/tools/obfuscator/bin/linux-x64/msobfuscator index 0da6ecb08355dbc7b71c051d182d9193d23ceee1..11ec85a565ea40b94c9ff680f97f2fec2f618a67 100644 GIT binary patch literal 469328 zcmbS!3w%_?_5Us;xFUL2ixQu#x@sam5+s@x)D0wX7dIGr84;Rz_EtZXawDpTV~4ZFYPQ)NsHnaOVXlh;KHV*Op~F5r5CMonspU zGztHE#a;Q@ONHTMULBmYQHAte)*ueZ*K-7)c@@Pl*^ 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zFX`woq59V4%VRBZJ?S5UZr^oVlJ2K-sVHaqwEf#xneBIbtHxhNMH%$P7y9f|teqVn zCtmp}pT9r;T-!ft_f{QW^ABZ&c+E$2KUdiWw&K=6XXV@2%W$p(gs|2&^uKGRu$BnP?(_WYPD$mjz z1?OywfBZ*mTXuYSOyZTBqnWVxKXl!+;R#>-fotSSP=>gFQGfsV1GdAtXx^>&FU2>A zj^4j$ypFGQ>4CdN(RjVT86#f(a>c)9JKXVWylJiw*Jc?%;G2I?df)$a^K+gWuX%jn zCgM3UVtsJ^>2-9cjm;ik?~j5vOT<1EW<)(6<$^0j)Bb`3e{0jx|i(LQ! diff --git a/mindspore/lite/tools/obfuscator/include/deobfuscator.h b/mindspore/lite/tools/obfuscator/include/deobfuscator.h index c6d14a86a3c..3a33b9f77d2 100644 --- a/mindspore/lite/tools/obfuscator/include/deobfuscator.h +++ b/mindspore/lite/tools/obfuscator/include/deobfuscator.h @@ -14,37 +14,50 @@ * limitations under the License. */ -#ifndef MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H_ -#define MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H_ +#ifndef MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H +#define MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H #include #include "src/common/common.h" +#include "src/common/log_adapter.h" #include "include/model.h" +#include "schema/inner/model_generated.h" +#include "include/api/types.h" #define IV_SIZE 16 namespace mindspore::lite { -struct DeObfuscator { +struct MS_API DeObfuscator { std::vector junk_tensor_Indices_; std::vector junk_node_Indices_; std::vector masking_values_; - std::vector all_prims_type_; + using PrimTypeVector = std::vector; + PrimTypeVector all_prims_type_; unsigned char *obf_meta_data_; uint32_t all_tensor_size_; uint32_t all_node_size_; + uint32_t buf_size_; bool with_sub_graph_; void Free(); ~DeObfuscator() { Free(); } }; -int DeObfuscateModel(Model *model, DeObfuscator *model_deobf); -bool DeObfuscatePrimitive(const schema::Primitive *src, uint32_t src_node_stat, unsigned char **dst_prim, - schema::PrimitiveType dst_type); -bool InitModelDeObfuscator(Model *model, DeObfuscator *model_deobf, const flatbuffers::Vector *meta_data, - const flatbuffers::Vector *decrypt_table, size_t node_num); +MS_API int DeObfuscateModel(Model *model, DeObfuscator *model_deobf); +MS_API bool DeObfuscatePrimitive(const schema::Primitive *src, uint32_t src_node_stat, unsigned char **dst_prim, + schema::PrimitiveType dst_type); +MS_API bool InitModelDeObfuscator(Model *model, DeObfuscator *model_deobf, + const flatbuffers::Vector *meta_data, size_t node_num); +MS_API bool DeObfuscateTensors(Model *model, DeObfuscator *model_deobf); +MS_API bool DeObfuscateNodes(Model *model, DeObfuscator *model_deobf); +int NodeVerify(const Model *model); +int SubGraphVerify(const Model *model); +MS_API bool ModelVerify(const Model *model); +MS_API int DeObfuscateSubGraph(LiteGraph::SubGraph *subGraph, Model *model, DeObfuscator *model_deobf); +int DeObfuscateNodeIndex(LiteGraph::Node *node, DeObfuscator *model_deobf, uint32_t all_tensors_num); +int DeObfuscateIndex(uint32_t *orig_index, uint32_t modulus, DeObfuscator *model_deobf); template -bool IsMetaGraphObfuscated(const T &meta_graph) { +MS_API bool IsMetaGraphObfuscated(const T &meta_graph) { if (meta_graph.obfMetaData() == nullptr) { MS_LOG(INFO) << "obfMetaData is null."; return false; @@ -53,14 +66,19 @@ bool IsMetaGraphObfuscated(const T &meta_graph) { } template -DeObfuscator *GetModelDeObfuscator(const T &meta_graph, Model *model) { +MS_API DeObfuscator *GetModelDeObfuscator(const T &meta_graph, Model *model, size_t buf_size) { + if (meta_graph.obfMetaData() == nullptr || meta_graph.nodes() == nullptr || meta_graph.allTensors() == nullptr) { + MS_LOG(ERROR) << "invalid meta_graph!"; + return nullptr; + } auto meta_data = meta_graph.obfMetaData(); auto *model_deobfuscator = new (std::nothrow) DeObfuscator(); if (model_deobfuscator == nullptr) { MS_LOG(ERROR) << "new model deobfuscator fail!"; return nullptr; } - if (!InitModelDeObfuscator(model, model_deobfuscator, meta_data, nullptr, meta_graph.nodes()->size())) { + model_deobfuscator->buf_size_ = buf_size; + if (!InitModelDeObfuscator(model, model_deobfuscator, meta_data, meta_graph.nodes()->size())) { MS_LOG(ERROR) << "init model deobfuscator fail!"; delete model_deobfuscator; return nullptr; @@ -76,4 +94,4 @@ DeObfuscator *GetModelDeObfuscator(const T &meta_graph, Model *model) { } } // namespace mindspore::lite -#endif // MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H_ +#endif // MINDSPORE_LITE_TOOLS_OBFUSCATOR_INCLUDE_DEOBFUSCATOR_H diff --git a/mindspore/lite/tools/obfuscator/lib/android-aarch64/libmsdeobfuscator-lite.so b/mindspore/lite/tools/obfuscator/lib/android-aarch64/libmsdeobfuscator-lite.so index 11cf7a222ef457cc4fb88ae08f88f34b307bb7b5..ad424f8711bcd9409c89bc1b7a45294e05d676f7 100644 GIT binary patch literal 330104 zcmeF4d0f=h{{PPmsAyWGW~7z_E@7$7ASzV1MizzKCLrUs4cq9TYyui)H%GGKR=2Rc z$!!xc3v8psq8-VKGK+R@x7$T+p=_ben9BUU&gYyDygBpvfXjV!e}8;GJwAQr{harC zpZD3`=X}oRGq^f&?kuat62#;Y#GYgpd=3ra|7Xmp{hzT0Yd`skvluo2{~yIhYP#Lu zbg6WGSax5q_F2C&Ers}he|!`Ax%fWxb74il)}JIyw2ahE34g2*dAiykMY`G_MLPXz 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