Karel van den Bosch

46 papers A 2B 8C 2Journal 16Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Robotics Autom. Lett.
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark A. Neerincx, David A. Abbink, Luka Peternel
2025 J jnl
AI Ethics
Karel van den Bosch, Jurriaan van Diggelen, Sabine Verdult, Tjalling Haije, Jasper van der Waa
2023 J jnl
CoRR
Jurriaan van Diggelen, Karel van den Bosch, Mark A. Neerincx, Marc Steen
2023 J jnl
Ethics Inf. Technol.
Jurriaan van Diggelen, Jason S. Metcalfe, Karel van den Bosch, Mark A. Neerincx, Jose H. Kerstholt
2022 J jnl
Syst.
Maarten P. D. Schadd, Tjeerd A. J. Schoonderwoerd, Karel van den Bosch, Olaf H. Visker, Tjalling Haije, Kim H. J. Veltman
2022 J jnl
Int. J. Hum. Comput. Stud.
Tjeerd A. J. Schoonderwoerd, Emma M. van Zoelen, Karel van den Bosch, Mark A. Neerincx
2022 B conf
PRIMA
Emma M. van Zoelen, Karel van den Bosch, David A. Abbink, Mark A. Neerincx
2021 J jnl
Frontiers Robotics AI
Emma M. van Zoelen, Karel van den Bosch, Mark A. Neerincx
2021 conf
HRI (Companion)
Emma M. van Zoelen, Karel van den Bosch, Mark A. Neerincx
2021 J jnl
Int. J. Hum. Comput. Stud.
Tjeerd Schoonderwoerd, Wiard Jorritsma, Mark A. Neerincx, Karel van den Bosch
2021 J jnl
AI Soc.
Marieke M. M. Peeters, Jurriaan van Diggelen, Karel van den Bosch, Adelbert W. Bronkhorst, Mark A. Neerincx, Jan Maarten Schraagen, Stephan Raaijmakers
2021 J jnl
Frontiers Robotics AI
Jasper van der Waa, Sabine Verdult, Karel van den Bosch, Jurriaan van Diggelen, Tjalling Haije, Birgit van der Stigchel, Ioana Cocu
2020 conf
HCI (43)
Karel van den Bosch, Romy Blankendaal, Rudy Boonekamp, Tjeerd Schoonderwoerd
2019 conf
HCI (32)
Karel van den Bosch, Tjeerd Schoonderwoerd, Romy Blankendaal, Mark A. Neerincx
2018 J jnl
CoRR
Jasper van der Waa, Jurriaan van Diggelen, Karel van den Bosch, Mark A. Neerincx
2017 J jnl
Comput. Educ.
Jackie M. Poos, Karel van den Bosch, Christian P. Janssen
2016 A conf
UMAP
Marieke M. M. Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx
2014 J jnl
Comput. Educ.
Marieke Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx
2013 B conf
CSEDU
Gwen R. Ferdinandus, Marieke Peeters, Karel van den Bosch, John-Jules Ch. Meyer
2012 B conf
IVA
Jeroen de Man, Annerieke Heuvelink, Karel van den Bosch
2012 conf
PDSG
Marieke Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx
2012 B conf
IVA
Karel van den Bosch, Arjen Brandenburgh, Tijmen Joppe Muller, Annerieke Heuvelink
2012 conf
AIIDE
Tijmen Joppe Muller, Annerieke Heuvelink, Karel van den Bosch, Ivo Swartjes
2012 J jnl
Web Intell. Agent Syst.
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2012 B conf
IVA
Joost Broekens, Maaike Harbers, Willem-Paul Brinkman, Catholijn M. Jonker, Karel van den Bosch, John-Jules Ch. Meyer
2011 C conf
SIMULTECH
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2011 conf
Web Intelligence/IAT Workshops
Maaike Harbers, Jeffrey M. Bradshaw, Matthew Johnson, Paul J. Feltovich, Karel van den Bosch, John-Jules Ch. Meyer
2011 conf
COIN@AAMAS&WI-IAT
Maaike Harbers, Jeffrey M. Bradshaw, Matthew Johnson, Paul J. Feltovich, Karel van den Bosch, John-Jules Ch. Meyer
2011 A conf
AIED
Marieke Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx
2011 B conf
IVA
Joost Broekens, Maaike Harbers, Willem-Paul Brinkman, Catholijn M. Jonker, Karel van den Bosch, John-Jules Ch. Meyer
2010 conf
IAT
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2010 conf
MATES
Joost Broekens, Maaike Harbers, Koen V. Hindriks, Karel van den Bosch, Catholijn M. Jonker, John-Jules Ch. Meyer
2010 J jnl
J. Artif. Soc. Soc. Simul.
Maaike Harbers, John-Jules Ch. Meyer, Karel van den Bosch
2010 J jnl
Hum. Factors
Anne S. Helsdingen, Karel van den Bosch, Tamara van Gog, Jeroen J. G. van Merriënboer
2010 conf
AGS
Michal Cáp, Annerieke Heuvelink, Karel van den Bosch, Willem A. van Doesburg
2010 B conf
IVA
Jurriaan van Diggelen, Tijmen Muller, Karel van den Bosch
2009 conf
MALLOW
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2009 conf
LADS
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2009 C conf
NeSy
Leo de Penning, Bart Kappé, Karel van den Bosch
2009 B conf
IVA
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2009 conf
AAMAS (2)
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2009 conf
ESAW
Jurriaan van Diggelen, Tijmen Muller, Karel van den Bosch
2009 conf
HCI (11)
Karel van den Bosch, Maaike Harbers, Annerieke Heuvelink, Willem A. van Doesburg
2009 conf
IAT
Maaike Harbers, Karel van den Bosch, John-Jules Ch. Meyer
2008 conf
ExaCt
Maaike Harbers, Karel van den Bosch, Frank Dignum, John-Jules Ch. Meyer
2007 conf
AmI Workshops
Tina Mioch, Maaike Harbers, Willem A. van Doesburg, Karel van den Bosch
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