Oghenemaro Anuyah

31 papers A* 5A 1B 2Misc 2Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
CHI
Annalisa Szymanski, Simret Araya Gebreegziabher, Oghenemaro Anuyah, Ronald A. Metoyer, Toby Jia-Jun Li
2026 A* conf
AAAI
Cornelius Onimisi Adejoro, Oghenemaro Anuyah, Ali Raza, Karla Badillo-Urquiola, Tom Yeh
2026 A conf
IUI
Annalisa Szymanski, Oghenemaro Anuyah, Toby Jia-Jun Li, Ronald A. Metoyer
2026 J jnl
CoRR
Annalisa Szymanski, Oghenemaro Anuyah, Toby Jia-Jun Li, Ronald A. Metoyer
2026 conf
CHI Extended Abstracts
Cornelius Onimisi Adejoro, Oghenemaro Anuyah, Aderonke Sakpere, Ukamaka Eucharia Ani, Ibrahim Enesi Tijani, Tom Yeh
2025 J jnl
Proc. ACM Hum. Comput. Interact.
Oghenemaro Anuyah, Karla Badillo-Urquiola, Ronald A. Metoyer
2025 conf
GROUP Companion
Oghenemaro Anuyah, Karla Badillo-Urquiola, Ronald A. Metoyer
2025 J jnl
CoRR
Ozioma Collins Oguine, Oghenemaro Anuyah, Zainab Agha, Iris Melgarez, Adriana Alvarado Garcia, Karla Badillo-Urquiola
2025 J jnl
Proc. ACM Hum. Comput. Interact.
Ozioma Collins Oguine, Oghenemaro Anuyah, Zainab Agha, Iris Melgarez, Adriana Alvarado Garcia, Karla Badillo-Urquiola
2024 J jnl
CoRR
Annalisa Szymanski, Simret Araya Gebreegziabher, Oghenemaro Anuyah, Ronald A. Metoyer, Toby Jia-Jun Li
2024 conf
CSCW Companion
Ozioma Collins Oguine, Oghenemaro Anuyah, Emelia May Hughes, Karla Badillo-Urquiola
2024 A* conf
CHI
Annalisa Szymanski, Brianna L. Wimer, Oghenemaro Anuyah, Heather A. Eicher-Miller, Ronald A. Metoyer
2024 conf
CHI Extended Abstracts
Oghenemaro Anuyah
2023 A* conf
CHI
Oghenemaro Anuyah, Karla A. Badillo-Urquiola, Ronald A. Metoyer
2023 conf
AfriCHI
Oghenemaro Anuyah, Ruyuan Wan, Cornelius Adejoro, Tom Yeh, Ronald A. Metoyer, Karla A. Badillo-Urquiola
2023 conf
CHI Extended Abstracts
Oghenemaro Anuyah, Karla A. Badillo-Urquiola, Ronald A. Metoyer
2023 J jnl
ACM J. Comput. Sustain. Soc.
Oghenemaro Anuyah, Ann-Marie Conrado, Clinton Carlson, Hope Gilbride, Ronald A. Metoyer
2022 A* conf
ICSE
Yalin Liu, Jinfeng Lin, Oghenemaro Anuyah, Ronald A. Metoyer, Jane Cleland-Huang
2022 J jnl
CoRR
Yalin Liu, Jinfeng Lin, Oghenemaro Anuyah, Ronald A. Metoyer, Jane Cleland-Huang
2021 conf
MuC (Workshopband)
Oghenemaro Anuyah, William Fine, Ronald A. Metoyer
2020 conf
WI/IAT
Ashlee Milton, Oghenemaro Anuyah, Lawrence Spear, Katherine Landau Wright, Maria Soledad Pera
2020 J jnl
Aslib J. Inf. Manag.
Oghenemaro Anuyah, Ashlee Milton, Michael Green, Maria Soledad Pera
2020 B conf
LREC
Brody Downs, Oghenemaro Anuyah, Aprajita Shukla, Jerry Alan Fails, Maria Soledad Pera, Katherine Landau Wright, Casey Kennington
2019 conf
WWW (Companion Volume)
Oghenemaro Anuyah, Ion Madrazo Azpiazu, Nevena Dragovic, Maria Soledad Pera
2019 Misc conf
IDC
Jerry Alan Fails, Maria Soledad Pera, Oghenemaro Anuyah, Casey Kennington, Katherine Landau Wright, William Bigirimana
2019 conf
WWW (Companion Volume)
Oghenemaro Anuyah, Ion Madrazo Azpiazu, Maria Soledad Pera
2018 conf
FAT
Michael D. Ekstrand, Mucun Tian, Ion Madrazo Azpiazu, Jennifer D. Ekstrand, Oghenemaro Anuyah, David McNeill, Maria Soledad Pera
2018 J jnl
CoRR
Ion Madrazo Azpiazu, Michael Green, Oghenemaro Anuyah, Maria Soledad Pera
2018 Misc conf
IDC
Oghenemaro Anuyah, Jerry Alan Fails, Maria Soledad Pera
2018 B conf
CHIIR
Ion Madrazo Azpiazu, Nevena Dragovic, Oghenemaro Anuyah, Maria Soledad Pera
2017 conf
RecSys Posters
Oghenemaro Anuyah, Ion Madrazo Azpiazu, David McNeill, Maria Soledad Pera
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