Ramon dos Reis Fontes

19 papers A* 1B 6Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
CNSM
Tiago Souza, Augusto José Venâncio Neto, Ramon dos Reis Fontes, Denis Lima do Rosário, Eduardo Cerqueira, Paulo Mendes
2025 B conf
CNSM
Isaque Barbosa Martins, Matheus Pereira Lima, Anderson Paiva Cruz, Roger Immich, Ramon dos Reis Fontes
2025 B conf
CNSM
Ramon dos Reis Fontes, Christian Esteve Rothenberg, Eduardo Cerqueira
2023 conf
INNS DLIA@IJCNN
Pedro V. A. Alves, Mateus A. S. S. Goldbarg, Wysterlânya K. P. Barros, Iago D. Rego, Vinícius J. M. T. Filho, Allan de M. Martins, Vicente A. de Sousa Jr., Ramon dos Reis Fontes, Eduardo Henrique da Silva Aranha, Augusto José Venâncio Neto, Marcelo A. C. Fernandes
2022 J jnl
IEEE Internet Things J.
Syed Danial Ali Shah, Mark A. Gregory, Shuo Li, Ramon dos Reis Fontes, Ling Hou
2022 ch.
Wireless Mesh Networks for IoT and Smart Cities
Ramon dos Reis Fontes, Augusto José Venâncio Neto, Christian Esteve Rothenberg
2021 J jnl
IEEE Trans. Intell. Transp. Syst.
Tiago do Vale Saraiva, Carlos Alberto Vieira Campos, Ramon dos Reis Fontes, Christian Esteve Rothenberg, Sameh Sorour, Shahrokh Valaee
2020 J jnl
IEEE Access
Syed Danial Ali Shah, Mark A. Gregory, Shuo Li, Ramon dos Reis Fontes
2019 conf
SBRC Companion
Ramon dos Reis Fontes, Christian Esteve Rothenberg
2018 J jnl
Comput. Electr. Eng.
Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Ramon dos Reis Fontes, Mohammad Al-Smadi, Christian Esteve Rothenberg
2018 J jnl
Sensors
Claudia Campolo, Ramon dos Reis Fontes, Antonella Molinaro, Christian Esteve Rothenberg, Antonio Iera
2018 B conf
NetSoft
Claudia Campolo, Antonella Molinaro, Antonio Iera, Ramon dos Reis Fontes, Christian Esteve Rothenberg
2017 J jnl
IEEE Access
Ramon dos Reis Fontes, Claudia Campolo, Christian Esteve Rothenberg, Antonella Molinaro
2017 J jnl
Comput. J.
Ramon dos Reis Fontes, Mohamed Naoufal Mahfoudi, Walid Dabbous, Thierry Turletti, Christian Esteve Rothenberg
2017 conf
SDS
Jafar Albadarneh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad Al-Smadi, Ramon dos Reis Fontes
2016 B conf
PAM
Samuel Henrique Bucke Brito, Mateus A. S. Santos, Ramon dos Reis Fontes, Danny Alex Lachos Perez, Christian Esteve Rothenberg
2016 A* conf
SIGCOMM
Ramon dos Reis Fontes, Christian Esteve Rothenberg
2015 conf
SBRC
Samuel Henrique Bucke Brito, Mateus Augusto Silva Santos, Ramon dos Reis Fontes, Danny Alex Lachos Perez, Christian Esteve Rothenberg
2015 B conf
CNSM
Ramon dos Reis Fontes, Samira Afzal, Samuel Henrique Bucke Brito, Mateus A. S. Santos, Christian Esteve Rothenberg
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