Weiping Jiang

53 papers Journal 47Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Appl. Intell.
Xinheng Zou, You Yang, Hao Zhai, Weiping Jiang, Xin Pan
2025 J jnl
Int. J. Comput. Sci. Eng.
Meijiao Zhang, Lan Yang, Weiping Jiang, Gejing Xu, Guoliang Hu
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ruiqi Liu, Qusen Chen, Yang Liu, Zidi Shi, Zhao Li, Weiping Jiang, Dawei Li
2025 J jnl
IEEE Trans. Instrum. Meas.
Wentao Lu, Yarong Luo, Chi Guo, Weiping Jiang
2025 J jnl
Geo spatial Inf. Sci.
Liangke Huang, Haohang Bi, Hongxing Zhang, Shitai Wang, Fasheng Liao, Lilong Liu, Weiping Jiang
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Jiasheng Shi, Taoyong Jin, Mao Zhou, Weiping Jiang
2025 J jnl
Int. J. Digit. Earth
Kunpeng Shi, Hao Ding, Xiaodong Chen, Xizhi Hu, Weiping Jiang, Heping Sun
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Zuozhu Tan, Xin Chang, Qusen Chen, Kai Liu, JiaRui Yan, Kegen Yu, Taoyong Jin, Weiping Jiang
2025 J jnl
Geo spatial Inf. Sci.
Jie He, Zhao Li, Linyu He, Jian Wang, Weiping Jiang
2025 J jnl
Geo spatial Inf. Sci.
Kehao Yu, Xiaoya Wang, Zhao Li, Jian Wang, Lihua Li, Weiping Jiang, Kai Yang, Jingwen Long, Yunzhao Li
2024 J jnl
Remote. Sens.
Simin Liu, Weiping Jiang, Qusen Chen, Jian Wang, Xuyan Tan, Ruiqi Liu, Zhongtao Ye
2024 J jnl
KSII Trans. Internet Inf. Syst.
Weiping Jiang, Yan Wei, Hao Zhai
2024 J jnl
IEEE Trans. Intell. Veh.
Ruiqi Liu, Fangting Li, Weiping Jiang, Chengfang Song, Qusen Chen, Zhao Li
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Weiping Jiang, Zhiyuan An, Taoyong Jin, Peng Chen, Xiaowei Zou
2024 J jnl
ISPRS Int. J. Geo Inf.
Jie Liu, Tao Li, Sijie Ma, Qiang Shan, Weiping Jiang
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Meilin He, Weiping Jiang, Zhao Li, Jiashuang Jiao, Yuanjin Pan, Qiwen Wu
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Wenxuan Liu, Taoyong Jin, Jiancheng Li, Weiping Jiang
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ze Wang, Zhao Li, Weiping Jiang, Qian Zhao, Yunlong Wu, Xiaowei Zou, Yang Lu, Lin Wang, Ke Shi
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Dezhong Chen, Wenfei Guo, Zichun Xie, Pengfei Xia, Xiaomin Luo, Shirong Ye, Weiping Jiang, Haifeng Liu
2023 J jnl
Remote. Sens.
Ruijie Xi, Weiping Jiang, Wei Xuan, Dong-Sheng Xu, Jian Yang, Lihua He, Jun Ma
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Meilin He, Zhao Li, Weiping Jiang, Yuanjin Pan, Jiashuang Jiao, Yixin Xiao
2022 J jnl
Remote. Sens.
Wudong Li, Zhao Li, Weiping Jiang, Qusen Chen, Guangbin Zhu, Jian Wang
2022 J jnl
Remote. Sens.
Ruijie Xi, Yuhan Liang, Qusen Chen, Weiping Jiang, Yan Chen, Simin Liu
2022 J jnl
Remote. Sens.
Xiaoxing He, Jean-Philippe Montillet, Rui Fernandes, Timothy I. Melbourne, Weiping Jiang, Zhengkai Huang
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ruijie Xi, Yue Qin, Weiping Jiang, Xiaohui Zhou, Dongsheng Xu, Xiaochun Fan
2021 J jnl
Remote. Sens.
Minzhang Hu, Li Li, Taoyong Jin, Weiping Jiang, Hanjiang Wen, Jiancheng Li
2021 J jnl
Remote. Sens.
Jian Wang, Weiping Jiang, Zhao Li, Yang Lu
2021 J jnl
Remote. Sens.
Ruijie Xi, Qusen Chen, Xiaolin Meng, Panos A. Psimoulis, Weiping Jiang, Caijun Xu
2021 J jnl
Remote. Sens.
Xiaoxing He, Machiel Simon Bos, Jean-Philippe Montillet, Rui Fernandes, Timothy I. Melbourne, Weiping Jiang, Wudong Li
2020 J jnl
Remote. Sens.
Ruijie Xi, Qusen Chen, Xiaolin Meng, Weiping Jiang, Xiangdong An, Qiyi He
2020 J jnl
Remote. Sens.
Ruijie Xi, Xiaolin Meng, Weiping Jiang, Xiangdong An, Qiyi He, Qusen Chen
2020 conf
DASFAA (3)
Baivab Sinha, Xin Wang, Weiping Jiang, Ju Ma, Huayi Zhan, Xueyan Zhong
2020 J jnl
Remote. Sens.
Wen Zhao, Hua Chen, Yang Gao, Weiping Jiang, Xuexi Liu
2020 J jnl
Sensors
Wudong Li, Weiping Jiang, Zhao Li, Hua Chen, Qusen Chen, Jian Wang, Guangbin Zhu
2020 J jnl
Remote. Sens.
Xiangdong An, Xiaolin Meng, Hua Chen, Weiping Jiang, Ruijie Xi, Qusen Chen
2019 J jnl
Sensors
Weiping Jiang, Wen Zhao, Hua Chen, Xuexi Liu, Xiangdong An, Qusen Chen
2019 J jnl
Sensors
Xingyu Zhou, Weiping Jiang, Hua Chen, Zhao Li, Xuexi Liu
2019 J jnl
Remote. Sens.
Xuexi Liu, Hua Chen, Weiping Jiang, Ruijie Xi, Wen Zhao, Chuanfeng Song, Xingyu Zhou
2019 J jnl
Remote. Sens.
Hua Chen, Weiping Jiang, Jiancheng Li
2018 J jnl
Remote. Sens.
Peng Yuan, Weiping Jiang, Kaihua Wang, Nico Sneeuw
2018 J jnl
Remote. Sens.
Peng Yuan, Zhao Li, Weiping Jiang, Yifang Ma, Wu Chen, Nico Sneeuw
2018 J jnl
Remote. Sens.
Zhao Li, Wu Chen, Weiping Jiang, Liansheng Deng, Ronghua Yang
2018 J jnl
Remote. Sens.
Qusen Chen, Weiping Jiang, Xiaolin Meng, Peng Jiang, Kaihua Wang, Yilin Xie, Jun Ye
2017 J jnl
Sensors
Yaodong Qiu, Zhengtao Wang, Weiping Jiang, Bingbing Zhang, Fupeng Li, Fei Guo
2014 J jnl
Sensors
Hua Chen, Weiping Jiang, Maorong Ge, Jens Wickert, Harald Schuh
2014 J jnl
Sensors
Zhao Li, Weiping Jiang, Wenwu Ding, Liansheng Deng, Lifeng Peng
2014 J jnl
Sensors
Weiping Jiang, Li Wang, Xiaoji Niu, Quan Zhang, Hui Zhang, Min Tang, Xiangyun Hu
2012 J jnl
IEEE Trans. Consumer Electron.
Jonathan Winkley, Ping Jiang, Weiping Jiang
2011 conf
EMEIT
Peng Peng, Chuanzhi Chen, Shanmao Li, Weiping Jiang, Guohong Liu, Xin Wang
2011 conf
EMEIT
Weiping Jiang, Peng Peng, Yuzhao Liu, Xingang Wang, Xin Wang
2011 conf
EMEIT
Weiping Jiang, Xingang Wang, Zhongping Yang, Peng Peng, Yuan Lu, Hongchun Ren
2011 conf
EMEIT
Xingang Wang, Zhongping Yang, Weiping Jiang, Peng Peng, Hongchun Ren, Yuzhao Liu, Yuan Lu, Ruizhong Zhuang
2010 conf
UPINLBS
Marcin Uradzinski, Jingnan Liu, Weiping Jiang
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])