Hajime Sawamura

62 papers A 6B 20C 8Journal 5Unranked 22
YearRankTypeTitle / Venue / Authors
2014 C conf
COMMA
Yutaka Oomidou, Yuki Katsura, Hajime Sawamura, Jacques Riche, Takeshi Hagiwara
2014 conf
ICAART (2)
Yuki Katsura, Hajime Sawamura, Takeshi Hagiwara, Jacques Riche
2014 C conf
COMMA
Hajime Sawamura, Jacques Riche, Yutaka Oomidou, Takeshi Hagiwara
2013 B conf
PRIMA
Yutaka Oomidou, Hajime Sawamura, Takeshi Hagiwara, Jacques Riche
2013 conf
ICAART (2)
Satoru Tannai, Shogo Ohta, Takeshi Hagiwara, Hajime Sawamura, Jacques Riche
2012 J jnl
Knowl. Inf. Syst.
Safia Abbas, Hajime Sawamura
2011 C conf
HIS
Satoru Tannai, Yoshiaki Goto, Yoshifumi Maruyama, Takuto Itoya, Takeshi Hagiwara, Hajime Sawamura
2011 J jnl
Int. J. Knowl. Based Intell. Eng. Syst.
Safia Abbas, Hajime Sawamura
2011 C conf
NeSy
Yoshiaki Goto, Wataru Makiguchi, Hajime Sawamura
2011 conf
IJCCI (NCTA)
Yoshiaki Goto, Takeshi Hagiwara, Hajime Sawamura
2011 conf
ArgMAS
Yoshifumi Maruyama, Taichi Hasegawa, Takeshi Hagiwara, Hajime Sawamura
2010 A conf
AAMAS
Taichi Hasegawa, Hajime Sawamura
2009 conf
ArgMAS
Toshiko Wakaki, Katsumi Nitta, Hajime Sawamura
2009 B conf
PRIMA
Taichi Hasegawa, Safia Abbas, Hajime Sawamura
2009 B conf
EDM
Safia Abbas, Hajime Sawamura
2008 conf
KES (1)
Safia Abbas, Hajime Sawamura
2008 C conf
COMMA
Takayoshi Suzuki, Hajime Sawamura
2008 conf
KES-AMSTA
Taro Fukumoto, Syuusuke Kuribara, Hajime Sawamura
2008 B conf
PRIMA
Syuusuke Kuribara, Safia Abbas, Hajime Sawamura
2008 B conf
EDM
Safia Abbas, Hajime Sawamura
2007 conf
ArgMAS
Wataru Makiguchi, Hajime Sawamura
2007 conf
ArgMAS
Wataru Makiguchi, Hajime Sawamura
2007 B conf
PRIMA
Takayoshi Suzuki, Hajime Sawamura
2007 conf
AWIC
Toshiko Wakaki, Hajime Sawamura, Katsumi Nitta
2006 conf
Web Intelligence
Takashi Isogai, Taro Fukumoto, Hajime Sawamura
2006 conf
ArgMAS
Taro Fukumoto, Hajime Sawamura
2006 A conf
AAMAS
Toshiko Wakaki, Takanori Mukai, Hiromitsu Miyashita, Hajime Sawamura, Kumiko Matsunaga, Taro Fukumoto, Katsumi Nitta
2006 B conf
PRIMA
Takumi Nisikata, Hajime Sawamura
2006 C conf
COMMA
Hajime Sawamura, Toshiko Wakaki, Katsumi Nitta
2006 conf
IAT
Yohsuke Takahashi, Hajime Sawamura, Jing Zhang
2005 conf
KES (4)
Kumiko Matsunaga, Hajime Sawamura
2005 conf
IICAI
Hajime Sawamura, Takehisa Takahashi, Kumiko Matsunaga
2005 J jnl
IEICE Trans. Inf. Syst.
Hajime Sawamura, Takehisa Takahashi
2005 B conf
PRIMA
Gowun Jeong, Hajime Sawamura
2004 A conf
AAMAS
Takehisa Takahashi, Hajime Sawamura
2004 conf
IAT
Takumi Nisikata, Tomohiro Kimura, Hajime Sawamura
2004 B conf
PRIMA
Hajime Sawamura, Edwin D. Mares
2004 B conf
KES
Taro Fukumoto, Takehisa Takahashi, Hajime Sawamura
2004 B conf
PRICAI
Hajime Sawamura, Wataru Kawakami
2004 A conf
AAMAS
Hajime Sawamura, Edwin D. Mares
2004 conf
NMR
Takehisa Takahashi, Hajime Sawamura
2003 J jnl
Electron. Commer. Res.
Hajime Sawamura, Masashi Yamashita, Yuichi Umeda
2003 A conf
AAMAS
Hajime Sawamura, Wataru Kawakami, Yuichi Umeda
2003 B conf
KES
Takehisa Takahashi, Yuichi Umeda, Hajime Sawamura
2001 B conf
PRIMA
Yoshirou Toda, Masashi Yamashita, Hajime Sawamura
2000 conf
VL
Hajime Sawamura, Kensuke Kiyozuka
2000 C conf
EJC
Hajime Sawamura, Shinya Maeda
2000 B conf
KES
Masashi Yamashita, Yuichi Umeda, Hajime Sawamura
2000 B conf
PRIMA
Yuichi Umeda, Masashi Yamashita, Masanobu Inagaki, Hajime Sawamura
2000 conf
ICMAS
Hajime Sawamura, Yuichi Umeda, Robert K. Meyer
2000 C conf
Diagrams
Hajime Sawamura, Kensuke Kiyozuka
1999 B conf
Discovery Science
Shinya Maeda, Yuichi Umeda, Cyunyang Guan, Hajime Sawamura
1999 B conf
KES
Yuichi Umeda, Hajime Sawamura
1998 conf
TPHOLs
Hajime Sawamura, Daisaku Asanuma
1994 A conf
CADE
Takeshi Ohtani, Hajime Sawamura, Toshiro Minami
1993 B conf
ALT
Jun Arima, Hajime Sawamura
1992 B conf
LPAR
Hajime Sawamura, Toshiro Minami, Kyoko Ohashi
1991 ch.
Software Science and Engineering
Hajime Sawamura, Toshiro Minami, Kaoru Yokota, Kyoko Ohashi
1990 B conf
ICLP
Hajime Sawamura, Toshiro Minami, Kaoru Yocota, Kyoko Ohashi
1988 conf
LP
Toshiro Minami, Hajime Sawamura, Kaoru Satoh, Kyoko Tsuchiya
1985 conf
SLP
Hajime Sawamura, Taku Takeshima
1980 J jnl
Inf. Process. Manag.
Takashi Maeda, Yoshio Momouchi, Hajime Sawamura
tests/unit/test_apk_cfg_features.py
← Index tests/unit/test_apk_cfg_features.py python
"""
Unit tests for APK CFG feature parity with the Binary Ninja pipeline.

Tests advanced CFG features computed from smali (topology hash, MD-index,
WL-MinHash, prime product, packed adjacency, block features export) and
the slimmed similarity table.

All tests use mocked smali input — no JADX/apktool/Java required.
"""
import pytest

from redb.extractors.decompiler.apk.smali_cfg import (
    SmaliCFGMetrics,
    compute_cfg_metrics,
)
from redb.extractors.decompiler.apk.method_extractor import (
    SMALI_OP_PRIMES,
    compute_prime_product_smali,
    count_call_instructions,
)

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


# ===================================================================
# Sample smali bodies for testing
# ===================================================================

# Simple linear method: 3 instructions, 1 block
SMALI_LINEAR = """\
    const/4 v0, 0x0
    invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
    return-void
"""

# Diamond CFG: if-else with two paths merging
SMALI_DIAMOND = """\
    const/4 v0, 0x1
    if-eqz v0, :cond_0
    invoke-virtual {p0}, Lcom/Foo;->pathA()V
    goto :goto_0
    :cond_0
    invoke-virtual {p0}, Lcom/Foo;->pathB()V
    :goto_0
    return-void
"""

# Loop: a back edge from goto to a label before it
SMALI_LOOP = """\
    const/4 v0, 0x0
    :loop_start
    add-int/lit8 v0, v0, 0x1
    if-lt v0, v1, :loop_start
    return-void
"""

# Multi-block with several invoke calls
SMALI_MULTI_CALL = """\
    invoke-virtual {p0}, Lcom/Foo;->a()V
    invoke-static {v0}, Lcom/Bar;->b(I)V
    invoke-direct {p0, v1}, Lcom/Baz;-><init>(I)V
    const/4 v0, 0x0
    return-void
"""


# ===================================================================
# TestSmaliCFGMetricsAdvanced — new fields in SmaliCFGMetrics
# ===================================================================

class TestSmaliCFGMetricsAdvanced:
    """Test that advanced CFG fields are populated by compute_cfg_metrics."""

    def test_topology_hash_is_bytes(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert isinstance(m.cfg_topology_hash, bytes)
        assert len(m.cfg_topology_hash) == 16

    def test_topology_hash_nonzero_for_multiblock(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.cfg_topology_hash != b'\x00' * 16

    def test_topology_hash_zero_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.cfg_topology_hash == b'\x00' * 16

    def test_identical_cfg_same_topology_hash(self):
        """Two smali methods with the same CFG structure produce the same hash."""
        smali_a = """\
    const/4 v0, 0x1
    if-eqz v0, :cond_0
    const/4 v1, 0x2
    goto :goto_0
    :cond_0
    const/4 v1, 0x3
    :goto_0
    return-void
"""
        smali_b = """\
    const/4 v5, 0x9
    if-nez v5, :cond_0
    add-int v6, v5, v5
    goto :goto_0
    :cond_0
    sub-int v6, v5, v5
    :goto_0
    return-void
"""
        m_a = compute_cfg_metrics(smali_a)
        m_b = compute_cfg_metrics(smali_b)
        assert m_a.cfg_topology_hash == m_b.cfg_topology_hash

    def test_different_cfg_different_topology_hash(self):
        m_linear = compute_cfg_metrics(SMALI_LINEAR)
        m_diamond = compute_cfg_metrics(SMALI_DIAMOND)
        assert m_linear.cfg_topology_hash != m_diamond.cfg_topology_hash

    def test_md_index_topdown_nonzero(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.md_index_topdown != 0

    def test_md_index_bottomup_nonzero(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert m.md_index_bottomup != 0

    def test_md_index_zero_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.md_index_topdown == 0
        assert m.md_index_bottomup == 0

    def test_wl_minhash_length(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.wl_minhash) == 128

    def test_wl_minhash_sentinel_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.wl_minhash == [255] * 128

    def test_wl_minhash_values_are_uint8(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        for val in m.wl_minhash:
            assert 0 <= val <= 255

    def test_cfg_adjacency_nonempty_for_multiblock(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.cfg_adjacency) > 0

    def test_cfg_adjacency_empty_for_empty(self):
        m = compute_cfg_metrics("")
        assert m.cfg_adjacency == []

    def test_cfg_adjacency_packed_format(self):
        """Each entry should be (src << 16) | tgt."""
        m = compute_cfg_metrics(SMALI_DIAMOND)
        for edge in m.cfg_adjacency:
            assert isinstance(edge, int)
            src = edge >> 16
            tgt = edge & 0xFFFF
            assert src < m.block_count
            assert tgt < m.block_count

    def test_block_features_exported(self):
        m = compute_cfg_metrics(SMALI_DIAMOND)
        assert len(m.block_features) == m.block_count
        for bf in m.block_features:
            assert len(bf) == 8  # 7 categories + successor_count

    def test_cfg_feature_tlsh_none_for_small(self):
        """Small methods produce None (< 50 bytes of feature data)."""
        m = compute_cfg_metrics(SMALI_LINEAR)
        # Single-block linear method — too small for TLSH
        assert m.cfg_feature_tlsh is None

    def test_loop_count_with_back_edge(self):
        m = compute_cfg_metrics(SMALI_LOOP)
        assert m.loop_count >= 1


# ===================================================================
# TestPrimeProductSmali
# ===================================================================

class TestPrimeProductSmali:

    def test_empty_returns_zero(self):
        assert compute_prime_product_smali("") == 0

    def test_none_returns_zero(self):
        assert compute_prime_product_smali(None) == 0

    def test_known_computation(self):
        """Single invoke instruction → CALL category → prime 17."""
        smali = "    invoke-virtual {p0}, Lcom/Foo;->bar()V"
        assert compute_prime_product_smali(smali) == 17

    def test_two_instructions(self):
        """const (CONST→2) * invoke (CALL→17) = 34."""
        smali = """\
    const/4 v0, 0x0
    invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
"""
        assert compute_prime_product_smali(smali) == 2 * 17

    def test_skips_directives_and_labels(self):
        """Directives, labels, and comments should be skipped."""
        smali = """\
.registers 2
.line 10
    :label
    # comment
    const/4 v0, 0x0
"""
        # Only const/4 → CONST → prime 2
        assert compute_prime_product_smali(smali) == 2

    def test_position_independent(self):
        """Reordering instructions produces the same product (multiplication is commutative)."""
        smali_a = """\
    add-int v0, v1, v2
    invoke-virtual {p0}, Lcom/Foo;->bar()V
"""
        smali_b = """\
    invoke-virtual {p0}, Lcom/Foo;->bar()V
    add-int v0, v1, v2
"""
        assert compute_prime_product_smali(smali_a) == compute_prime_product_smali(smali_b)

    def test_all_categories_have_primes(self):
        """Every category in SMALI_OP_PRIMES is a positive integer."""
        for cat, prime in SMALI_OP_PRIMES.items():
            assert isinstance(prime, int)
            assert prime >= 1

    def test_mod_2_64(self):
        """Result should be mod 2^64 (doesn't overflow)."""
        # A very long method — product stays within uint64
        smali = "\n".join(["    mul-int v0, v1, v2"] * 1000)
        result = compute_prime_product_smali(smali)
        assert 0 <= result < 2**64


# ===================================================================
# TestCallCount
# ===================================================================

class TestCallCount:

    def test_empty(self):
        assert count_call_instructions("") == 0

    def test_none(self):
        assert count_call_instructions(None) == 0

    def test_single_invoke(self):
        smali = "    invoke-virtual {p0}, Lcom/Foo;->bar()V"
        assert count_call_instructions(smali) == 1

    def test_multiple_invoke_types(self):
        assert count_call_instructions(SMALI_MULTI_CALL) == 3

    def test_non_invoke_not_counted(self):
        smali = """\
    const/4 v0, 0x0
    add-int v1, v0, v0
    return-void
"""
        assert count_call_instructions(smali) == 0


# ===================================================================
# TestSimilarityTableSlimmed
# ===================================================================

class TestSimilarityTableSlimmed:
    """Verify the similarity table no longer contains moved fields."""

    def test_export_similarity_no_block_count(self):
        """block_count should not be in similarity export columns."""
        from redb.extractors.decompiler.DecompileAPK import DecompileAPK
        from unittest.mock import MagicMock

        extractor = DecompileAPK.__new__(DecompileAPK)
        extractor.log = MagicMock()
        extractor.sha256 = "a" * 64
        extractor.sha1 = "b" * 40
        extractor.md5 = "c" * 32
        extractor.analysis_results = {
            "sha256": "a" * 64,
            "sha1": "b" * 40,
            "md5": "c" * 32,
            "similarity_metrics": [{
                "smali_method_hash": "d" * 64,
                "cyclomatic_complexity": 3,
                "ssdeep_smali": None,
                "tlsh_smali": None,
                "minhash": [1, 2, 3],
            }],
        }

        export = extractor.prepare_export_data("ClickHouseExporter")
        sim_cols = export["method_similarity_metrics"]["column_names"]
        assert "block_count" not in sim_cols
        assert "edge_count" not in sim_cols
        assert "loop_count" not in sim_cols
        assert "max_depth" not in sim_cols
        assert "max_fan_out" not in sim_cols
        # These should still be there
        assert "smali_method_hash" in sim_cols
        assert "ssdeep_smali" in sim_cols
        assert "minhash" in sim_cols
        # cyclomatic_complexity moved to cfg table
        assert "cyclomatic_complexity" not in sim_cols


# ===================================================================
# TestCFGTableExport
# ===================================================================

class TestCFGTableExport:
    """Verify the new CFG table is exported correctly."""

    def test_export_cfg_table_present(self):
        from redb.extractors.decompiler.DecompileAPK import DecompileAPK
        from unittest.mock import MagicMock

        extractor = DecompileAPK.__new__(DecompileAPK)
        extractor.log = MagicMock()
        extractor.analysis_results = {
            "sha256": "a" * 64,
            "sha1": "b" * 40,
            "md5": "c" * 32,
            "cfg": [{
                "smali_method_hash": "d" * 64,
                "cfg_topology_hash": b'\x01' * 16,
                "block_count": 4,
                "edge_count": 5,
                "instructions_count": 20,
                "call_count": 3,
                "cyclomatic_complexity": 3,
                "loop_count": 1,
                "max_depth": 2,
                "max_fan_out": 2,
                "md_index_topdown": 12345,
                "md_index_bottomup": 67890,
                "prime_product_smali": 999,
                "cfg_feature_tlsh": None,
                "wl_minhash": [0] * 128,
                "bb_features": [[10, 1, 0, 2, 1, 0, 0, 2]] * 4,
                "cfg_adjacency": [0x00010000, 0x00010002],
            }],
        }

        export = extractor.prepare_export_data("ClickHouseExporter")
        assert "cfg_methods" in export
        cfg_export = export["cfg_methods"]
        assert cfg_export["table"] == "code_apk_cfg_methods"
        assert len(cfg_export["data"]) == 1
        assert "cfg_topology_hash" in cfg_export["column_names"]
        assert "prime_product_smali" in cfg_export["column_names"]
        assert "wl_minhash" in cfg_export["column_names"]
        assert "bb_features" in cfg_export["column_names"]
        assert "cfg_adjacency" in cfg_export["column_names"]
        # Verify column count matches data width
        assert len(cfg_export["column_names"]) == len(cfg_export["data"][0])
        assert len(cfg_export["column_type_names"]) == len(cfg_export["data"][0])