Ignacio Ponzoni

45 papers B 2C 1Misc 4Journal 25Unranked 13
YearRankTypeTitle / Venue / Authors
2024 C conf
CLEI
María Jimena Martínez, Silvia N. Schiaffino, Daniela Godoy, Ignacio Ponzoni, Axel J. Soto
2023 J jnl
Log. J. IGPL
Jessica Andrea Carballido, Ignacio Ponzoni, Rocío L. Cecchini
2022 J jnl
J. Chem. Inf. Model.
María Jimena Martínez, María Virginia Sabando, Axel J. Soto, Carlos Roca, Carlos Requena-Triguero, Nuria E. Campillo, Juan A. Páez, Ignacio Ponzoni
2022 conf
IWBBIO (2)
Iván Petrini, Rocío L. Cecchini, Marilina Mascaró, Ignacio Ponzoni, Jessica Andrea Carballido
2022 J jnl
Briefings Bioinform.
María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto
2021 J jnl
IEEE Trans. Vis. Comput. Graph.
María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková
2021 J jnl
CoRR
María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto
2020 conf
ICPR-Americas (2)
Santiago A. Schustik, Fiorella Cravero, Ignacio Ponzoni, Mónica Fátima Díaz
2020 J jnl
CoRR
María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková
2020 J jnl
J. Chem. Inf. Model.
Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Gustavo E. Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
2020 Misc conf
HAIS
Jessica Andrea Carballido, Ignacio Ponzoni, Rocío L. Cecchini
2019 J jnl
Comput. Methods Programs Biomed.
Juan J. Diaz-Montana, Norberto Díaz-Díaz, Carlos D. Barranco, Ignacio Ponzoni
2019 J jnl
Appl. Soft Comput.
María Virginia Sabando, Ignacio Ponzoni, Axel J. Soto
2019 J jnl
J. Integr. Bioinform.
Víctor Sebastián-Pérez, María Jimena Martínez, Carmen Gil, Nuria E. Campillo, Ana Martínez, Ignacio Ponzoni
2018 J jnl
Electron. Notes Discret. Math.
Jessica Andrea Carballido, Macarena A. Latini, Ignacio Ponzoni, Rocío L. Cecchini
2018 J jnl
Electron. Notes Discret. Math.
María Jimena Martínez, Julieta Sol Dussaut, Ignacio Ponzoni
2018 B conf
CEC
Julieta Sol Dussaut, Pablo Javier Vidal, Ignacio Ponzoni, Ana Carolina Olivera
2018 conf
IPMU (3)
Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Mónica Fátima Díaz, Ignacio Ponzoni
2018 Misc conf
PACBB
Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Carlos D. Barranco, Mónica Fátima Díaz, Ignacio Ponzoni
2018 Misc conf
PACBB
Víctor Sebastián-Pérez, María Jimena Martínez, Carmen Gil, Nuria E. Campillo, Ana Martínez, Ignacio Ponzoni
2018 J jnl
Appl. Soft Comput.
Rocío L. Cecchini, Carlos M. Lorenzetti, Ana Gabriela Maguitman, Ignacio Ponzoni
2017 conf
IWBBIO (2)
Julieta Sol Dussaut, Cristian Andrés Gallo, Jessica Andrea Carballido, Ignacio Ponzoni
2017 J jnl
Biosyst.
Julieta Sol Dussaut, Cristian Andrés Gallo, Fiorella Cravero, María Jimena Martínez, Jessica Andrea Carballido, Ignacio Ponzoni
2017 conf
IWBBIO (2)
Fiorella Cravero, María Jimena Martínez, Mónica Fátima Díaz, Ignacio Ponzoni
2016 J jnl
Biosyst.
Julieta Sol Dussaut, Cristian Andrés Gallo, Rocío L. Cecchini, Jessica Andrea Carballido, Ignacio Ponzoni
2016 J jnl
Briefings Bioinform.
Cristian Andrés Gallo, Rocío L. Cecchini, Jessica Andrea Carballido, Sandra Micheletto, Ignacio Ponzoni
2016 J jnl
J. Integr. Bioinform.
Fiorella Cravero, María Jimena Martínez, Gustavo Esteban Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
2016 Misc conf
PACBB
Fiorella Cravero, María Jimena Martínez, Gustavo E. Vazquez, Mónica Fátima Díaz, Ignacio Ponzoni
2015 J jnl
J. Cheminformatics
María Jimena Martínez, Ignacio Ponzoni, Mónica Fátima Díaz, Gustavo E. Vazquez, Axel J. Soto
2014 J jnl
BMC Syst. Biol.
Ignacio Ponzoni, María José Nueda, Sonia Tarazona, Stefan Götz, David Montaner, Julieta Sol Dussaut, Joaquín Dopazo, Ana Conesa
2012 J jnl
Expert Syst. Appl.
Rocío L. Cecchini, Ignacio Ponzoni, Jessica Andrea Carballido
2011 J jnl
BMC Bioinform.
Cristian Andrés Gallo, Jessica Andrea Carballido, Ignacio Ponzoni
2010 conf
BSB
Cristian Andrés Gallo, Julieta Sol Dussaut, Jessica Andrea Carballido, Ignacio Ponzoni
2009 conf
BSB
Cristian Andrés Gallo, Jessica Andrea Carballido, Ignacio Ponzoni
2009 conf
IWANN (1)
Ana Carolina Olivera, Mariano Frutos, Jessica Andrea Carballido, Ignacio Ponzoni, Nélida Beatriz Brignole
2009 conf
EvoBIO
Cristian Andrés Gallo, Jessica Andrea Carballido, Ignacio Ponzoni
2009 J jnl
Comput. Ind. Eng.
Jessica Andrea Carballido, Ignacio Ponzoni, Nélida Beatriz Brignole
2009 conf
IWANN (2)
Axel J. Soto, Ignacio Ponzoni, Gustavo E. Vazquez
2008 conf
EvoBIO
Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni
2008 J jnl
Inteligencia Artif.
Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni
2007 J jnl
Inf. Sci.
Jessica Andrea Carballido, Ignacio Ponzoni, Nélida Beatriz Brignole
2007 J jnl
IEEE ACM Trans. Comput. Biol. Bioinform.
Ignacio Ponzoni, Francisco Azuaje, Juan Carlos Augusto, David H. Glass
2006 conf
IBERAMIA-SBIA
Fernando Asteasuain, Jessica Andrea Carballido, Gustavo E. Vazquez, Ignacio Ponzoni
2005 B conf
EvoCOP
Jessica Andrea Carballido, Ignacio Ponzoni, Nélida Beatriz Brignole
2004 conf
SBIA
Martín Darío Safe, Jessica Andrea Carballido, Ignacio Ponzoni, Nélida Beatriz Brignole
tests/unit/test_smali_normalization.py
← Index tests/unit/test_smali_normalization.py python
"""Unit tests for smali semantic normalization.

Tests the three normalization levels (category, opcode, opcode_api),
opcode categorization, ACFG feature index mapping, and integration
with MinHash computation.
"""
import pytest

pytestmark = [pytest.mark.unit, pytest.mark.apk, pytest.mark.decompile]


class TestCategorizeOpcode:
    """Tests for opcode -> semantic category mapping."""

    def test_arithmetic(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("add-int") == "ALU"
        assert categorize_opcode("mul-long/2addr") == "ALU"
        assert categorize_opcode("neg-int") == "ALU"

    def test_data_movement(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("move-result") == "MOV"
        assert categorize_opcode("const/4") == "CONST"
        assert categorize_opcode("const-string") == "CONST"

    def test_memory_access(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("iget-object") == "LOAD"
        assert categorize_opcode("sput-wide") == "STORE"
        assert categorize_opcode("aget-byte") == "LOAD"

    def test_invocation(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("invoke-virtual") == "CALL"
        assert categorize_opcode("invoke-static") == "CALL"
        assert categorize_opcode("invoke-direct") == "CALL"

    def test_control_flow(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("if-eqz") == "BRANCH"
        assert categorize_opcode("goto") == "JMP"
        assert categorize_opcode("goto/16") == "JMP"
        assert categorize_opcode("return-void") == "RET"

    def test_comparison(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("cmp-long") == "CMP"
        assert categorize_opcode("cmpl-float") == "CMP"
        assert categorize_opcode("cmpg-double") == "CMP"

    def test_conversion(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("int-to-long") == "CONV"
        assert categorize_opcode("float-to-int") == "CONV"

    def test_object_type(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("new-instance") == "ALLOC"
        assert categorize_opcode("check-cast") == "TYPE"
        assert categorize_opcode("instance-of") == "TYPE"

    def test_exception_sync(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("throw") == "EXC"
        assert categorize_opcode("monitor-enter") == "SYNC"

    def test_unknown(self):
        from redb.extractors.decompiler.apk.smali_normalization import categorize_opcode
        assert categorize_opcode("nop") == "OTHER"


class TestNormalizeInstruction:
    """Tests for single instruction normalization at various levels."""

    def test_category_level(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        assert normalize_instruction("add-int v0, v1, v2", "category") == "ALU"
        assert normalize_instruction("invoke-virtual {p0}, Lcom/Foo;->bar()V", "category") == "CALL"
        assert normalize_instruction("return-void", "category") == "RET"

    def test_opcode_level_strips_width(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        # Width variants collapse to same base
        assert normalize_instruction("add-int v0, v1, v2", "opcode") == "add"
        assert normalize_instruction("add-long v0, v2, v4", "opcode") == "add"
        assert normalize_instruction("add-float v0, v1, v2", "opcode") == "add"
        # Addressing modes collapse too
        assert normalize_instruction("add-int/2addr v0, v1", "opcode") == "add"

    def test_opcode_api_invoke(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            "invoke-virtual {p0, v0}, Lcom/example/Foo;->bar(I)V"
        )
        assert result == "CALL Lcom/example/Foo;->bar(I)V"

    def test_opcode_api_invoke_no_ref(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        # If somehow no method ref is found, fallback to CALL
        assert normalize_instruction("invoke-virtual {v0}") == "CALL"

    def test_opcode_api_field_load(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            "iget-object v0, p0, Lcom/Foo;->mField:Ljava/lang/String;"
        )
        assert result == "LOAD Lcom/Foo;->mField:Ljava/lang/String;"

    def test_opcode_api_field_store(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            "iput-object v0, p0, Lcom/Foo;->mField:Ljava/lang/String;"
        )
        assert result == "STORE Lcom/Foo;->mField:Ljava/lang/String;"

    def test_opcode_api_androguard_field_format(self):
        """androguard uses space instead of colon in field references."""
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            "iget-object v0, p0, Lcom/Foo;->mField Ljava/lang/String;"
        )
        assert result.startswith("LOAD")
        assert "Lcom/Foo;->mField" in result

    def test_opcode_api_new_instance(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            "new-instance v0, Lcom/example/MyClass;"
        )
        assert result == "ALLOC Lcom/example/MyClass;"

    def test_opcode_api_const_string(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            'const-string v0, "hello world"'
        )
        assert result == 'CONST_STR "hello world"'

    def test_opcode_api_const_string_jumbo(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        result = normalize_instruction(
            'const-string/jumbo v0, "large string"'
        )
        assert result == 'CONST_STR "large string"'

    def test_opcode_api_fallback_to_category(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        # Non-special instructions fall back to category
        assert normalize_instruction("add-int v0, v1, v2") == "ALU"
        assert normalize_instruction("return-void") == "RET"
        assert normalize_instruction("nop") == "OTHER"

    def test_empty_input(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_instruction
        assert normalize_instruction("") == ""
        assert normalize_instruction("   ") == ""


class TestNormalizeMethodBody:
    """Tests for full method body normalization."""

    def test_filters_directives_labels_comments(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_method_body
        body = """\
.locals 2
# comment
:label_0
add-int v0, v1, v2
.line 42
invoke-virtual {p0}, Lcom/Foo;->bar()V
return-void
"""
        result = normalize_method_body(body, "category")
        assert result == ["ALU", "CALL", "RET"]

    def test_opcode_api_preserves_api_refs(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_method_body
        body = """\
const/4 v0, 0x0
invoke-virtual {p0, v0}, Lcom/Foo;->setX(I)V
iget-object v1, p0, Lcom/Foo;->name:Ljava/lang/String;
return-void
"""
        result = normalize_method_body(body, "opcode_api")
        assert result[0] == "CONST"
        assert result[1] == "CALL Lcom/Foo;->setX(I)V"
        assert result[2] == "LOAD Lcom/Foo;->name:Ljava/lang/String;"
        assert result[3] == "RET"

    def test_empty_body(self):
        from redb.extractors.decompiler.apk.smali_normalization import normalize_method_body
        assert normalize_method_body("") == []
        assert normalize_method_body("\n\n") == []


class TestNormalizationWithMinHash:
    """Integration tests: normalization + MinHash computation."""

    def test_minhash_returns_signature(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_minhash
        body = """\
const/4 v0, 0x0
invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
iget-object v1, p0, Lcom/Foo;->name:Ljava/lang/String;
add-int v2, v0, v1
return-void
"""
        sig = compute_minhash(body)
        assert sig is not None
        assert len(sig) == 64
        assert all(0 <= v < 256 for v in sig)

    def test_minhash_register_invariance(self):
        """Same operations with different registers should produce identical signatures."""
        from redb.extractors.decompiler.apk.method_extractor import compute_minhash
        body_a = """\
const/4 v0, 0x0
invoke-virtual {p0, v0}, Lcom/Foo;->bar(I)V
iget-object v1, p0, Lcom/Foo;->name:Ljava/lang/String;
add-int v2, v0, v1
return-void
"""
        body_b = """\
const/4 v3, 0x0
invoke-virtual {p1, v3}, Lcom/Foo;->bar(I)V
iget-object v4, p1, Lcom/Foo;->name:Ljava/lang/String;
add-int v5, v3, v4
return-void
"""
        sig_a = compute_minhash(body_a)
        sig_b = compute_minhash(body_b)
        assert sig_a == sig_b

    def test_minhash_width_invariance(self):
        """Width variants of same operations should produce identical signatures."""
        from redb.extractors.decompiler.apk.method_extractor import compute_minhash
        body_int = """\
add-int v0, v1, v2
sub-int v3, v0, v1
mul-int v4, v0, v3
return v4
"""
        body_long = """\
add-long v0, v2, v4
sub-long v6, v0, v2
mul-long v8, v0, v6
return-wide v8
"""
        sig_int = compute_minhash(body_int)
        sig_long = compute_minhash(body_long)
        # Both normalize to ALU, ALU, ALU, RET -> identical
        assert sig_int == sig_long

    def test_minhash_different_apis_differ(self):
        """Methods calling different APIs should produce different signatures."""
        from redb.extractors.decompiler.apk.method_extractor import compute_minhash
        body_a = """\
const/4 v0, 0x0
invoke-virtual {p0, v0}, Lcom/crypto/AES;->encrypt([B)[B
invoke-virtual {v0}, Ljava/io/OutputStream;->write([B)V
return-void
"""
        body_b = """\
const/4 v0, 0x0
invoke-virtual {p0, v0}, Ljava/lang/String;->length()I
invoke-virtual {v0}, Ljava/io/PrintStream;->println(I)V
return-void
"""
        sig_a = compute_minhash(body_a)
        sig_b = compute_minhash(body_b)
        assert sig_a != sig_b

    def test_minhash_too_few_instructions(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_minhash
        assert compute_minhash("return-void\nnop") is None


class TestACFGBlockFeatures:
    """Tests for per-block ACFG feature extraction via smali_cfg."""

    def test_simple_linear_method(self):
        from redb.extractors.decompiler.apk.smali_cfg import compute_cfg_metrics
        body = """\
add-int v0, v1, v2
invoke-virtual {p0}, Lcom/Foo;->bar()V
return-void
"""
        metrics = compute_cfg_metrics(body)
        assert metrics.block_count >= 1
        assert len(metrics.block_features) == metrics.block_count
        # Each feature vector has 8 elements
        for feat in metrics.block_features:
            assert len(feat) == 8

    def test_branching_method_has_multiple_blocks(self):
        from redb.extractors.decompiler.apk.smali_cfg import compute_cfg_metrics
        body = """\
const/4 v0, 0x0
if-eqz v0, :cond_0
invoke-virtual {p0}, Lcom/Foo;->a()V
goto :goto_0
:cond_0
invoke-virtual {p0}, Lcom/Foo;->b()V
:goto_0
return-void
"""
        metrics = compute_cfg_metrics(body)
        assert metrics.block_count >= 3
        assert len(metrics.block_features) == metrics.block_count

    def test_feature_vector_arithmetic_count(self):
        from redb.extractors.decompiler.apk.smali_cfg import compute_cfg_metrics
        body = """\
add-int v0, v1, v2
sub-int v3, v0, v1
mul-int v4, v0, v3
return v4
"""
        metrics = compute_cfg_metrics(body)
        assert len(metrics.block_features) == 1
        feat = metrics.block_features[0]
        # feat[0] = instr_count (4), feat[1] = arithmetic (3)
        assert feat[0] == 4
        assert feat[1] >= 3  # 3 ALU ops

    def test_feature_vector_call_count(self):
        from redb.extractors.decompiler.apk.smali_cfg import compute_cfg_metrics
        body = """\
invoke-virtual {p0}, Lcom/A;->a()V
invoke-static {v0}, Lcom/B;->b()V
return-void
"""
        metrics = compute_cfg_metrics(body)
        feat = metrics.block_features[0]
        # feat[4] = call count
        assert feat[4] == 2