143 lines
4.6 KiB
Python
143 lines
4.6 KiB
Python
# Fuzzing TensorFlow ops with GFT
|
|
# Most ops have a similar set of dependencies and a similar fuzzing
|
|
# infrastructure. Hence, we gather everything in one single place.
|
|
# Note that these fuzzers cover a large part of TF, they are not granular.
|
|
|
|
load(
|
|
"//tensorflow/security/fuzzing:tf_fuzzing.bzl",
|
|
"tf_cc_fuzz_test",
|
|
)
|
|
|
|
# copybara:uncomment package(default_applicable_licenses = ["//tensorflow:license"])
|
|
|
|
# A trivial fuzzer with no pre-specified corpus.
|
|
tf_cc_fuzz_test(
|
|
name = "identity_fuzz",
|
|
srcs = ["identity_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_shape_domains",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_absl//absl/status",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "concat_fuzz",
|
|
srcs = ["concat_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_shape_domains",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_absl//absl/status",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "add_fuzz",
|
|
srcs = ["add_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:datatype_domains",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_shape_domains",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "matmul_fuzz",
|
|
srcs = ["matmul_fuzz.cc"],
|
|
tags = [
|
|
"no_oss",
|
|
"noasan", # b/283972985
|
|
],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:matmul_op",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "bincount_fuzz",
|
|
srcs = ["bincount_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:bincount_op",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_shape_domains",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_absl//absl/status",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "string_to_number_fuzz",
|
|
srcs = ["string_to_number_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:string_to_number_op",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_absl//absl/status",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "string_ops_fuzz",
|
|
srcs = ["string_ops_fuzz.cc"],
|
|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:string",
|
|
"//tensorflow/core/kernels:string_split_op",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"@com_google_absl//absl/log",
|
|
"@com_google_absl//absl/status",
|
|
],
|
|
)
|
|
|
|
tf_cc_fuzz_test(
|
|
name = "general_ops_fuzz",
|
|
srcs = ["general_ops_fuzz.cc"],
|
|
shard_count = 5,
|
|
deps = [
|
|
"//tensorflow/cc:cc_ops",
|
|
"//tensorflow/core/framework:tensor",
|
|
"//tensorflow/core/framework:types_proto_cc",
|
|
"//tensorflow/core/kernels:array",
|
|
"//tensorflow/core/kernels:decode_wav_op",
|
|
"//tensorflow/core/kernels/image",
|
|
"//tensorflow/core/kernels/image:decode_image_op",
|
|
"//tensorflow/core/ops:audio_ops_op_lib",
|
|
"//tensorflow/security/fuzzing/cc:fuzz_session",
|
|
"//tensorflow/security/fuzzing/cc/core/framework:tensor_domains",
|
|
],
|
|
)
|