Haiqiang Zhang

24 papers A* 1A 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
IEEE Trans. Intell. Veh.
Zhibo Wang, Jiayu Guo, Haiqiang Zhang, Ru Wan, Junping Zhang, Jian Pu
2024 J jnl
IEEE Trans. Instrum. Meas.
Juan Xu, Haiqiang Zhang, Weiwei Chen, Yuqi Fan, Xu Ding
2024 J jnl
Sensors
Jie Chen, Haiqiang Zhang, Zhongjin Zhang, Wenjie Yan
2024 J jnl
Pattern Recognit.
Shoumeng Qiu, Jie Chen, Haiqiang Zhang, Ru Wan, Xiangyang Xue, Jian Pu
2024 J jnl
IEEE Trans. Intell. Veh.
Shoumeng Qiu, Xianhui Cheng, Hong Lu, Haiqiang Zhang, Ru Wan, Xiangyang Xue, Jian Pu
2023 A conf
ICME
Feng Jiang, Heng Gao, Shoumeng Qiu, Haiqiang Zhang, Ru Wan, Jian Pu
2023 J jnl
CoRR
Feng Jiang, Heng Gao, Shoumeng Qiu, Haiqiang Zhang, Ru Wan, Jian Pu
2023 A* conf
ICRA
Shoumeng Qiu, Feng Jiang, Haiqiang Zhang, Xiangyang Xue, Jian Pu
2023 J jnl
CoRR
Shoumeng Qiu, Feng Jiang, Haiqiang Zhang, Xiangyang Xue, Jian Pu
2023 J jnl
IEEE Trans. Instrum. Meas.
Juan Xu, Haiqiang Zhang, Long Zhou, Yuqi Fan
2021 J jnl
Int. J. Autom. Comput.
Bingshan Jiang, Hairong Fang, Haiqiang Zhang
2020 J jnl
Complex.
Haiqiang Zhang, Hairong Fang, Dan Zhang, Xueling Luo, Qi Zou
2020 J jnl
Int. J. Autom. Comput.
Hairong Fang, Tong Zhu, Haiqiang Zhang, Hui Yang, Bingshan Jiang
2020 J jnl
Complex.
Haiqiang Zhang, Hairong Fang, Qi Zou, Dan Zhang
2020 J jnl
Int. J. Pattern Recognit. Artif. Intell.
Mingxia Huang, Xuebo Yan, Zhu Bai, Haiqiang Zhang, Zeen Xu
2019 J jnl
Int. J. Autom. Comput.
Haiqiang Zhang, Hairong Fang, Bingshan Jiang, Shuaiguo Wang
2019 conf
AIM
Haiqiang Zhang, Hairong Fang, Dan Zhang, Bingshan Jiang, Qi Zou
2019 J jnl
Int. J. Robotics Autom.
Guohua Cui, Jian Liu, Haiqiang Zhang, Dan Zhang
2019 J jnl
Int. J. Autom. Comput.
Haiqiang Zhang, Hairong Fang, Bingshan Jiang
2019 J jnl
Int. J. Autom. Comput.
Bingshan Jiang, Hairong Fang, Haiqiang Zhang
2018 conf
HCI (21)
Biyong Zhang, Iuliia Lebedeva, Haiqiang Zhang, Jun Hu
2018 conf
ICSCIB
Mingxia Huang, Haiqiang Zhang, Zhu Bai
2014 conf
ICIRA (2)
Guohua Cui, Haiqiang Zhang, Feng Xu, Chuanrong Sun
2009 conf
ROBIO
Haiqiang Zhang, Lihua Dou, Hao Fang, Jie Chen
tests/unit/test_decompile_scores.py
← Index tests/unit/test_decompile_scores.py python
"""Unit tests for bninja/analysis/scores.py — ObfuscationScores."""
import sys
import pytest
from unittest.mock import MagicMock

# Install binaryninja stubs before importing
from tests.unit.conftest_binja_stubs import (
    install_binja_stubs,
    HighLevelILOperation,
)
bn_mock = install_binja_stubs()

from redb.extractors.decompiler.bninja.analysis.scores import (
    ObfuscationScores,
    get_dominated_by,
    uses_mba,
)
import binaryninja.highlevelil as hlil_mod


# ============================================================================
# Helper: Mock HLIL instruction
# ============================================================================

class MockHLILInstruction(hlil_mod.HighLevelILInstruction):
    """Mock HLIL instruction with operation and operands."""
    def __init__(self, operation, operands=None):
        self.operation = operation
        self.operands = operands or []


class MockHLILBasicBlock:
    """Mock HLIL basic block for flattened score testing."""
    def __init__(self, incoming_edges=None, dominator_tree_children=None):
        self.incoming_edges = incoming_edges or []
        self.dominator_tree_children = dominator_tree_children or []


# ============================================================================
# 5a. ObfuscationScores
# ============================================================================


class TestFlattenedScore:
    def test_flattened_score_no_back_edges(self):
        """Linear CFG with no back edges -> score 0.0."""
        block = MockHLILBasicBlock(incoming_edges=[], dominator_tree_children=[])
        func = MagicMock()
        func.basic_blocks = [block]
        scores = ObfuscationScores(func)
        assert scores.flattened_score() == 0.0

    def test_flattened_score_with_loop(self):
        """CFG with a back edge -> score > 0.0."""
        block = MockHLILBasicBlock(dominator_tree_children=[])
        # Create a back edge: an incoming edge whose source is in the dominated set
        edge = MagicMock()
        edge.source = block  # source IS the dominator -> back edge
        block.incoming_edges = [edge]
        func = MagicMock()
        func.basic_blocks = [block]
        scores = ObfuscationScores(func)
        assert scores.flattened_score() > 0.0

    def test_flattened_score_fully_flat(self):
        """Flattened CFG: one block dominates all -> ratio close to 1.0."""
        children = [MockHLILBasicBlock() for _ in range(4)]
        root = MockHLILBasicBlock(dominator_tree_children=children)
        # Back edge from root incoming
        edge = MagicMock()
        edge.source = root
        root.incoming_edges = [edge]
        all_blocks = [root] + children
        func = MagicMock()
        func.basic_blocks = all_blocks
        scores = ObfuscationScores(func)
        assert scores.flattened_score() == pytest.approx(1.0)


class TestMBAScore:
    def test_mba_score_no_mixed_ops(self):
        """Instructions with only arithmetic -> score 0.0."""
        instr = MockHLILInstruction(HighLevelILOperation.HLIL_ADD, operands=[])
        func = MagicMock()
        func.instructions = [instr]
        scores = ObfuscationScores(func)
        assert scores.MBA_score() == 0.0

    def test_mba_score_mixed_ops(self):
        """Instructions with arithmetic + logic -> score > 0.0."""
        inner_logic = MockHLILInstruction(HighLevelILOperation.HLIL_XOR, operands=[])
        outer_arith = MockHLILInstruction(
            HighLevelILOperation.HLIL_ADD, operands=[inner_logic]
        )
        func = MagicMock()
        func.instructions = [outer_arith]
        scores = ObfuscationScores(func)
        assert scores.MBA_score() > 0.0

    def test_mba_score_all_mixed(self):
        """Every instruction has both -> score 1.0."""
        inner_logic = MockHLILInstruction(HighLevelILOperation.HLIL_NOT, operands=[])
        outer_arith = MockHLILInstruction(
            HighLevelILOperation.HLIL_SUB, operands=[inner_logic]
        )
        func = MagicMock()
        func.instructions = [outer_arith]
        scores = ObfuscationScores(func)
        assert scores.MBA_score() == 1.0


class TestGetDominatedBy:
    def test_get_dominated_by(self):
        child1 = MockHLILBasicBlock(dominator_tree_children=[])
        child2 = MockHLILBasicBlock(dominator_tree_children=[])
        root = MockHLILBasicBlock(dominator_tree_children=[child1, child2])
        result = get_dominated_by(root)
        assert root in result
        assert child1 in result
        assert child2 in result
        assert len(result) == 3


class TestUsesMBA:
    def test_uses_mba_arithmetic_only(self):
        instr = MockHLILInstruction(HighLevelILOperation.HLIL_ADD, operands=[])
        assert uses_mba(instr) is False

    def test_uses_mba_logic_only(self):
        instr = MockHLILInstruction(HighLevelILOperation.HLIL_XOR, operands=[])
        assert uses_mba(instr) is False

    def test_uses_mba_mixed(self):
        inner = MockHLILInstruction(HighLevelILOperation.HLIL_AND, operands=[])
        outer = MockHLILInstruction(HighLevelILOperation.HLIL_ADD, operands=[inner])
        assert uses_mba(outer) is True