Kai Virtanen

30 papers A 1B 2Misc 7Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
J. Field Robotics
Christian A. Andersson, Kasper Halme, Mia Laine, Ville Hulkko, Kai Virtanen
2024 A conf
DIS
Lauri Vasankari, Kai Virtanen
2024 J jnl
J. Oper. Res. Soc.
Fotios Petropoulos, Gilbert Laporte, Emel Aktas, Sibel A. Alumur, Claudia Archetti, Hayriye Ayhan, Maria Battarra, Julia A. Bennell, Jean-Marie Bourjolly, John E. Boylan, Michèle Breton, David Canca, Laurent Charlin, Bo Chen, Cihan Tugrul Cicek, Louis Anthony Cox, Christine S. M. Currie, Erik Demeulemeester, Li Ding, Stephen M. Disney, Matthias Ehrgott, Martin J. Eppler, Günes Erdogan, Bernard Fortz, L. Alberto Franco, Jens Frische, Salvatore Greco, Amanda J. Gregory, Raimo P. Hämäläinen, Willy Herroelen, Mike Hewitt, Jan Holmström, John N. Hooker, Tugçe Isik, Jill Johnes, Bahar Yetis Kara, Özlem Karsu, Katherine Kent, Charlotte Köhler, Martin H. Kunc, Yong-Hong Kuo, Adam N. Letchford, Janny Leung, Dong Li, Haitao Li, Judit Lienert, Ivana Ljubic, Andrea Lodi, Sebastián Lozano, Virginie Lurkin, Silvano Martello, Ian G. McHale, Gerald Midgley, John D. W. Morecroft, Akshay Mutha, Ceyda Oguz, Sanja Petrovic, Ulrich Pferschy, Harilaos N. Psaraftis, Sam Rose, Lauri Saarinen, Saïd Salhi, Jing-Sheng Song, Dimitrios Sotiros, Kathryn E. Stecke, Arne K. Strauss, Istenç Tarhan, Clemens Thielen, Paolo Toth, Tom Van Woensel, Greet Vanden Berghe, Christos Vasilakis, Vikrant Vaze, Daniele Vigo, Kai Virtanen, Xun Wang, Rafal Weron, Leroy White, Mike Yearworth, E. Alper Yildirim, Georges Zaccour, Xuying Zhao
2022 J jnl
Int. J. Gen. Syst.
Pekka Laitila, Kai Virtanen
2022 J jnl
Decis. Support Syst.
Pekka Laitila, Kai Virtanen
2020 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Pekka Laitila, Kai Virtanen
2019 J jnl
IEEE Trans. Hum. Mach. Syst.
Heikki Mansikka, Kai Virtanen, Don Harris
2019 J jnl
Eur. J. Oper. Res.
Mikko Harju, Juuso Liesiö, Kai Virtanen
2018 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Martti Kesaniemi, Kai Virtanen
2016 J jnl
IEEE Trans. Knowl. Data Eng.
Pekka Laitila, Kai Virtanen
2015 J jnl
Eur. J. Oper. Res.
Ville Mattila, Kai Virtanen
2014 J jnl
Simul.
Ville Mattila, Kai Virtanen
2014 Misc conf
WSC
Ville Mattila, Kai Virtanen, Lasse Muttilainen, Juha Jylhä, Ville Väisänen
2013 J jnl
J. Simulation
Jouni Pousi, Jirka Poropudas, Kai Virtanen
2011 Misc conf
WSC
Jirka Poropudas, Jouni Pousi, Kai Virtanen
2011 Misc conf
WSC
Ville Mattila, Kai Virtanen
2011 J jnl
Eur. J. Oper. Res.
Jirka Poropudas, Kai Virtanen
2010 Misc conf
WSC
Jouni Pousi, Jirka Poropudas, Kai Virtanen
2010 J jnl
IEEE Trans. Syst. Man Cybern. Part A
Jirka Poropudas, Kai Virtanen
2010 Misc conf
WSC
Jirka Poropudas, Kai Virtanen
2009 B conf
SMC
Jirka Poropudas, Kai Virtanen
2009 Misc conf
WSC
Jirka Poropudas, Kai Virtanen
2008 J jnl
Interfaces
Ville Mattila, Kai Virtanen, Tuomas Raivio
2007 conf
CDC
Janne Karelahti, Kai Virtanen
2007 Misc conf
WSC
Jirka Poropudas, Kai Virtanen
2006 J jnl
IEEE Trans. Syst. Man Cybern. Part A
Kai Virtanen, Raimo P. Hämäläinen, Ville Mattila
2005
Kai Virtanen
2001 B conf
SMC
Kai Virtanen, Raimo P. Hämäläinen, Ville Mattila
1999 J jnl
IEEE Trans. Syst. Man Cybern. Part C
Kai Virtanen, Harri Ehtamo, Tuomas Raivio, Raimo P. Hämäläinen
1996 conf
ESM
Kai Virtanen, Harri Ehtamo
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