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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",
],
)