Xiaofei Cao

22 papers A* 1A 1B 7Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comput. Vis. Image Underst.
Zukun Wan, Runmin Wang, Xingdong Song, Juan Xu, Xiaofei Cao, Jielei Hei, Shengrong Yuan, Yajun Ding, Changxin Gao
2025 J jnl
IEEE Trans. Intell. Veh.
Runmin Wang, Jielei Hei, Minghao Liu, Zukun Wan, Juan Xu, Xiaofei Cao, Xuan He, Yajun Ding, Changxin Gao, Nong Sang
2025 J jnl
Neurocomputing
Juan Xu, Runmin Wang, Jielei Hei, Xiaofei Cao, Zukun Wan, Congzhen Yu, Yajun Ding, Changxin Gao, Shengyou Qian
2025 A* conf
ICLR
Hongyu Ke, Jack Morris, Kentaro Oguchi, Xiaofei Cao, Yongkang Liu, Haoxin Wang, Yi Ding
2025 J jnl
CoRR
Hongyu Ke, Jack Morris, Kentaro Oguchi, Xiaofei Cao, Yongkang Liu, Haoxin Wang, Yi Ding
2025 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Runmin Wang, Hua Chen, Yanbin Zhu, Juan Xu, Xiaofei Cao, Zhenlin Zhu, Shengyou Qian, Changxin Gao, Li Liu, Nong Sang
2024 conf
VNC
Xiaofei Cao, Yashar Zeiynali Farid, Seyhan Ucar, Emrah Akin Sisbot, Kentaro Oguchi
2024 B conf
SECON
Yuta Tsubaki, Seyhan Ucar, Emrah Akin Sisbot, Xiaofei Cao, Kentaro Oguchi
2022 J jnl
IEEE Trans. Sustain. Comput.
Xiaofei Cao, Sanjay Kumar Madria
2022 B conf
MDM
Xiaofei Cao, Shudip Datta, Ram Charan Bolla, Sanjay Madria
2021 J jnl
Peer-to-Peer Netw. Appl.
Xiaofei Cao, Sanjay Madria
2020 J jnl
Distributed Parallel Databases
Xiaofei Cao, Sanjay Madria, Takahiro Hara
2020 B conf
ESWC
Xiaofei Cao, Juan Yang, Xiangbin Meng
2019 B conf
SRDS
Xiaofei Cao, Sanjay Madria
2019 B conf
DCOSS
Xiaofei Cao, Sanjay Madria
2019 B conf
NCA
Xiaofei Cao, Sanjay Madria
2019 J jnl
Comput. Math. Appl.
Xiaofei Cao, Shu Wen
2017 B conf
SECON
Xiaofei Cao, Sanjay Madria, Takahiro Hara
2017 J jnl
Inf. Sci.
Heng Li, Tingting Han, Jing Wang, Zhuofan Lu, Xiaofei Cao, Yao Chen, Liming Li, Chuanqing Zhou, Xinyu Chai
2017 A conf
ICDCS
Xiaofei Cao, Sanjay Madria, Takahiro Hara
2017 conf
CISP-BMEI
Xiaofei Cao, Heng Li, Zhuofan Lu, Xinyu Chai, Jing Wang
2013 J jnl
IEEE Trans. Very Large Scale Integr. Syst.
Shanshan Dai, Xiaofei Cao, Ting Yi, Allyn E. Hubbard, Zhiliang Hong
tests/unit/test_apk_method_extractor.py
← Index tests/unit/test_apk_method_extractor.py python
"""
Unit tests for APK method-level content extraction, hashing, and similarity.

Tests SHA-256 normalization, ssdeep/TLSH computation, obfuscation detection,
and Dalvik-to-Java type conversion.
"""
import pytest

pytestmark = [pytest.mark.unit, pytest.mark.apk, pytest.mark.decompile]


class TestHashingFunctions:
    """Tests for hashing utility functions."""

    def test_sha256_deterministic(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        h1 = compute_sha256("invoke-virtual {p0}, Lcom/Foo;->bar()V")
        h2 = compute_sha256("invoke-virtual {p0}, Lcom/Foo;->bar()V")
        assert h1 == h2

    def test_sha256_hex_length(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        assert len(compute_sha256("test")) == 64

    def test_sha256_different_inputs(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        assert compute_sha256("aaa") != compute_sha256("bbb")

    def test_ssdeep_none_for_short(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_ssdeep
        assert compute_ssdeep("short") is None

    def test_tlsh_none_for_short(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_tlsh
        assert compute_tlsh("x") is None


class TestObfuscationDetection:
    """Tests for obfuscation indicator detection."""

    def test_short_method_name_single_char(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("a", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is True

    def test_short_method_name_two_chars(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("ab", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is True

    def test_normal_method_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("onCreate", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is False

    def test_short_class_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("foo", "Lcom/a;", "", 10)
        assert r["short_class_name"] is True

    def test_normal_class_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("foo", "Lcom/example/MainActivity;", "", 10)
        assert r["short_class_name"] is False

    def test_string_encryption_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = (
            'const-string v0, "xyz"\n'
            'invoke-static {v0}, Lcom/Enc;->decrypt(Ljava/lang/String;)Ljava/lang/String;\n'
        )
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_string_encryption"] is True

    def test_no_string_encryption(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'const-string v0, "hello"\ninvoke-virtual {v0}, Ljava/lang/String;->length()I'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_string_encryption"] is False

    def test_reflection_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'invoke-virtual {v0, v1}, Ljava/lang/Class;->forName(Ljava/lang/String;)Ljava/lang/Class;'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_reflection_calls"] is True

    def test_no_reflection(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'invoke-virtual {p0}, Lcom/Foo;->bar()V'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_reflection_calls"] is False

    def test_excessive_goto_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "\n".join(["goto :label"] * 10)
        # threshold = max(5, 20*0.15=3) = 5, 10 > 5
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 20)
        assert r["excessive_goto_count"] is True

    def test_no_excessive_goto(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "goto :label\nreturn-void"
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 100)
        assert r["excessive_goto_count"] is False

    def test_goto_16_counted(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "\n".join(["goto/16 :label"] * 10)
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 20)
        assert r["excessive_goto_count"] is True


class TestDalvikTypeConversion:
    """Tests for Dalvik-to-Java type conversion."""

    def test_void(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("V") == "void"

    def test_primitives(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("I") == "int"
        assert dalvik_type_to_java("Z") == "boolean"
        assert dalvik_type_to_java("J") == "long"
        assert dalvik_type_to_java("F") == "float"
        assert dalvik_type_to_java("D") == "double"
        assert dalvik_type_to_java("B") == "byte"
        assert dalvik_type_to_java("S") == "short"
        assert dalvik_type_to_java("C") == "char"

    def test_object_type(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("Ljava/lang/String;") == "String"
        assert dalvik_type_to_java("Lcom/example/Foo;") == "Foo"

    def test_array_type(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("[I") == "int[]"
        assert dalvik_type_to_java("[Ljava/lang/String;") == "String[]"

    def test_empty_returns_void(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("") == "void"


class TestJavaPrototypeConversion:
    """Tests for method signature to Java prototype conversion."""

    def test_simple_method(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        assert dalvik_to_java_prototype("foo", "()V") == "void foo()"

    def test_method_with_params(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("bar", "(ILjava/lang/String;)Z")
        assert result == "boolean bar(int, String)"

    def test_method_returning_object(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("create", "()Lcom/example/Foo;")
        assert result == "Foo create()"

    def test_empty_signature(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("m", "")
        assert "m()" in result


class TestDalvikParamParsing:
    """Tests for parsing Dalvik parameter descriptors."""

    def test_empty(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("") == []

    def test_single_primitive(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("I") == ["I"]

    def test_multiple_primitives(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("IZJ") == ["I", "Z", "J"]

    def test_single_object(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("Ljava/lang/String;") == ["Ljava/lang/String;"]

    def test_mixed(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("ILjava/lang/String;Z")
        assert result == ["I", "Ljava/lang/String;", "Z"]

    def test_arrays(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("[I[Ljava/lang/String;")
        assert result == ["[I", "[Ljava/lang/String;"]

    def test_two_objects(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("Landroid/os/Bundle;Ljava/lang/String;")
        assert len(result) == 2