Vincenzo Genovese

18 papers A* 2A 7Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2017 J jnl
IEEE Access
Vincenzo Genovese, Andrea Mannini, Angelo M. Sabatini
2014 J jnl
IEEE Trans. Biomed. Circuits Syst.
Thuy Anh Khoa Nguyen, Maurizio Ranieri, Jack DiGiovanna, Otto Peter, Vincenzo Genovese, Angelica Perez Fornos, Silvestro Micera
2014 J jnl
Sensors
Angelo Maria Sabatini, Vincenzo Genovese
2014 J jnl
IEEE J. Biomed. Health Informatics
Andrea Mannini, Vincenzo Genovese, Angelo Maria Sabatini
2013 J jnl
Sensors
Angelo Maria Sabatini, Vincenzo Genovese
2011 conf
EMBC
A. Ghionzoli, Vincenzo Genovese, Silvia Bossi, Cesare Stefanini, Silvestro Micera
2007 ch.
Advances in Telerobotics
Carlos Balaguer, Antonio Giménez, Alberto Jardón, Raúl Correal, Santiago Martínez de la Casa Díaz, Angelo M. Sabatini, Vincenzo Genovese
2005 A conf
IROS
Filippo Cavallo, Angelo M. Sabatini, Vincenzo Genovese
2003 A* conf
ICRA
Angelo M. Sabatini, Vincenzo Genovese, Eliseo Stefano Maini
2003 A conf
IROS
Antonio Giménez, Carlos Balaguer, Angelo M. Sabatini, Vincenzo Genovese
2002 A conf
IROS
Angelo M. Sabatini, Vincenzo Genovese, Elena Pacchierotti
2002 A conf
IROS
Angelo M. Sabatini, Vincenzo Genovese, Eliseo Stefano Maini
1996 J jnl
Robotics Auton. Syst.
Paolo Dario, Eugenio Guglielmelli, Vincenzo Genovese, Maurizio Toro
1995 conf
IROS (3)
Angelo M. Sabatini, Vincenzo Genovese, Eugenio Guglielmelli, Anselmo Mantuano, Giovannino Ratti, Paolo Dario
1993 A conf
IROS
Eugenio Guglielmelli, Vincenzo Genovese, Paolo Dario, G. Morana
1992 A conf
IROS
Vincenzo Genovese, Paolo Dario, Riccardo Magni, L. Odetti
1991 A conf
IROS
Vincenzo Genovese, Paolo Dario
1991 A* conf
ICRA
P. Dario Ratti, F. Ribechini, Vincenzo Genovese, Giulio Sandini
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