Carla Maria Dal Sasso Freitas

91 papers A 1B 11C 5Misc 4Journal 28Unranked 40
YearRankTypeTitle / Venue / Authors
2025 J jnl
Proces. del Leng. Natural
Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Joel Luís Carbonera
2025 C conf
SBAC-PAD
Thiago da Silva Araújo, Beatriz Schaan, Carla Maria Dal Sasso Freitas, Philippe O. A. Navaux
2025 J jnl
Vis. Informatics
Aline Menin, Clément Quere, Jorge A. Wagner Filho, Sonia Chardonnel, Paule-Annick Davoine, Wolfgang Stuerzlinger, Carla Maria Dal Sasso Freitas, Luciana Nedel, Marco Winckler
2025 conf
INTERACT (3)
Clément Quere, Aline Menin, Eliezer E. Bernart, Carla Maria Dal Sasso Freitas, Luciana Nedel, Paulo Moura, Hui-Yin Wu, Marco Winckler
2024 conf
PROPOR (1)
Rafael Oleques Nunes, Dennis Giovani Balreira, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas
2024 conf
BRACIS (1)
Rafael Oleques Nunes, Letícia Maria Puttlitz, Antônio Oss Boll, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Anderson Rocha Tavares
2024 J jnl
CoRR
Mariane Giambastiani, Jorge A. Wagner Filho, Carla Maria Dal Sasso Freitas, Luciana P. Nedel
2024 conf
BRACIS (1)
Rafael Oleques Nunes, Joaquim Santos, Andre Suslik Spritzer, Dennis Giovani Balreira, Carla Maria Dal Sasso Freitas, Fernanda Olival, Helena Freire Cameron, Renata Vieira
2024 J jnl
ACM Comput. Surv.
Artur Becker, Carla Maria Dal Sasso Freitas
2024 conf
ICEIS (1)
Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira
2024 J jnl
Linguamática
Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira
2024 conf
ISBI
Luis Vinícius de Moura, Rafaela Cappelari Ravazio, Christian Mattjie de Oliveira, Lucas Silveira Kupssinskü, Carla Maria Dal Sasso Freitas, Rodrigo C. Barros
2024 J jnl
Int. J. Hum. Comput. Interact.
Aline Menin, Minh Nhat Do, Carla Maria Dal Sasso Freitas, Olivier Corby, Catherine Faron, Alain Giboin, Marco Winckler
2023 conf
SVR
Jerson Neto, Otávio Secco, Carla Maria Dal Sasso Freitas, Jorge A. Wagner Filho, Anderson Maciel, Luciana P. Nedel
2023 conf
SVR
Jonas Monticelli, Jorge A. Wagner Filho, Anderson Maciel, Rafael P. Torchelsen, Carla Maria Dal Sasso Freitas, Luciana P. Nedel
2022 J jnl
Softw. Syst. Model.
Vinicius Stein Dani, Carla Maria Dal Sasso Freitas, Lucinéia Heloisa Thom
2021 C conf
WEBIST
Aline Menin, Catherine Faron, Olivier Corby, Carla Maria Dal Sasso Freitas, Fabien Gandon, Marco Winckler
2021 conf
WEBIST (Revised Selected Papers)
Aline Menin, Pierre Maillot, Catherine Faron, Olivier Corby, Carla Maria Dal Sasso Freitas, Fabien Gandon, Marco Winckler
2021 C conf
IV
Aline Menin, Ricardo Andrade Cava, Carla Maria Dal Sasso Freitas, Olivier Corby, Marco Winckler
2020 conf
VR Workshops
Renan Luigi Martins Guarese, João Becker, Henrique Fensterseifer, Aimee Calepso, Marcelo Walter, Carla Maria Dal Sasso Freitas, Luciana Porcher Nedel, Anderson Maciel
2020 B conf
AVI
Renan Luigi Martins Guarese, João Becker, Henrique Fensterseifer, Marcelo Walter, Carla Maria Dal Sasso Freitas, Luciana P. Nedel, Anderson Maciel
2019 conf
MOCO
Artur Becker, Henrik Herrebrøden, Victor E. González Sánchez, Kristian Nymoen, Carla Maria Dal Sasso Freitas, Jim Tørresen, Alexander Refsum Jensenius
2019 J jnl
CoRR
Fábio Petrillo, Yann-Gaël Guéhéneuc, Marcelo Pimenta, Carla Maria Dal Sasso Freitas, Foutse Khomh
2019 J jnl
J. Syst. Softw.
Fábio Petrillo, Yann-Gaël Guéhéneuc, Marcelo Pimenta, Carla Maria Dal Sasso Freitas, Foutse Khomh
2019 J jnl
Comput. Stand. Interfaces
Vinicius Stein Dani, Carla Maria Dal Sasso Freitas, Lucinéia Heloisa Thom
2019 J jnl
J. Comput. Lang.
Isabel Cristina Siqueira da Silva, Giuseppe Santucci, Carla Maria Dal Sasso Freitas
2019 B conf
CBMS
Lizeth Andrea Castellanos Beltran, Carolina Uribe Cruz, Jorge Luiz dos Santos, Pranavkumar Shivakumar, Jorge A. Bezerra, Carla Maria Dal Sasso Freitas
2018 ch.
Immersive Analytics
Jon McCormack, Jonathan C. Roberts, Benjamin Bach, Carla Maria Dal Sasso Freitas, Takayuki Itoh, Christophe Hurter, Kim Marriott
2018 J jnl
Comput. Graph. Forum
Jorge A. Wagner Filho, Carla Maria Dal Sasso Freitas, Luciana P. Nedel
2018 conf
SIBGRAPI
Rodrigo Nunes Moni da Silva, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas
2017 B conf
AINA
Vinicius Tavares Guimaraes, Oscar Maurício Caicedo Rendón, Glederson Lessa dos Santos, Guilherme da Cunha Rodrigues, Carla Maria Dal Sasso Freitas, Liane Margarida Rockenbach Tarouco, Lisandro Zambenedetti Granville
2017 conf
IHC
Marina Fortes Rey, Carla Maria Dal Sasso Freitas
2017 Misc conf
SAC
Ricardo Andrade Cava, Carla Maria Dal Sasso Freitas, Marco Winckler
2017 B conf
AINA
Muriel Figueredo Franco, Ricardo Luis dos Santos, Ricardo Andrade Cava, Eder J. Scheid, Ricardo J. Pfitscher, Carla Maria Dal Sasso Freitas, Lisandro Zambenedetti Granville
2016 J jnl
IEEE Commun. Surv. Tutorials
Vinicius Tavares Guimaraes, Carla Maria Dal Sasso Freitas, Ramin Sadre, Liane Margarida Rockenbach Tarouco, Lisandro Zambenedetti Granville
2016 C conf
ISCC
Vinicius Tavares Guimaraes, Oscar Maurício Caicedo Rendón, Glederson Lessa dos Santos, Guilherme da Cunha Rodrigues, Carla Maria Dal Sasso Freitas, Liane Margarida Rockenbach Tarouco, Lisandro Zambenedetti Granville
2016 A conf
ICPC
Fábio Petrillo, Zéphyrin Soh, Foutse Khomh, Marcelo Soares Pimenta, Carla Maria Dal Sasso Freitas, Yann-Gaël Guéhéneuc
2015 conf
SVR
Bruno Pagno, Diogo Costa, Leandro Soares Guedes, Carla Maria Dal Sasso Freitas, Luciana Porcher Nedel
2015 J jnl
Comput. Graph. Forum
Andre Suslik Spritzer, Jeremy Boy, Pierre Dragicevic, Jean-Daniel Fekete, Carla Maria Dal Sasso Freitas
2015 B conf
VISSOFT
Fábio Petrillo, Guilherme Lacerda, Marcelo Soares Pimenta, Carla Maria Dal Sasso Freitas
2014 J jnl
Comput. Graph.
Carla Maria Dal Sasso Freitas, Roberto Scopigno
2014 conf
LA-WEB
Ricardo Andrade Cava, Carla Maria Dal Sasso Freitas, Eric Barboni, Philippe A. Palanque, Marco Winckler
2014 J jnl
Pattern Recognit. Lett.
Luciano Silva, Sudeep Sarkar, Carla Maria Dal Sasso Freitas, Roberto Scopigno
2012 conf
BELIV
Isabel Cristina Siqueira da Silva, Carla Maria Dal Sasso Freitas, Giuseppe Santucci
2012 conf
CIbSE
Fábio Petrillo, Marcelo Soares Pimenta, Carla Maria Dal Sasso Freitas
2011 J jnl
Vis. Comput.
Francisco de Moura Pinto, Carla Maria Dal Sasso Freitas
2011 J jnl
Vis. Comput.
Francisco de Moura Pinto, Carla Maria Dal Sasso Freitas
2011 conf
IHC+CLIHC
Fábio Petrillo, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Marcelo Soares Pimenta
2011 conf
IMAGAPP/IVAPP
Isabel Cristina Siqueira da Silva, Carla Maria Dal Sasso Freitas
2011 conf
ONTOBRAS-MOST
Isabel Cristina Siqueira da Silva, Carla Maria Dal Sasso Freitas
2011 C conf
IV
Isabel Cristina Siqueira da Silva, Carla Maria Dal Sasso Freitas
2009 conf
SIBGRAPI
Francisco de Moura Pinto, Carla Maria Dal Sasso Freitas
2009 conf
SIBGRAPI
Jonatas Medeiros, Mario Sousa, Luiz Velho, Carla Maria Dal Sasso Freitas
2009 J jnl
J. Braz. Comput. Soc.
Rafael Huff, Roberto Silveira da Rosa Jr., Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas
2008 B conf
AVI
Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas
2008 J jnl
Comput. Methods Programs Biomed.
Raphaël Olszewski, Marta Becker Villamil, Daniela Gorski Trevisan, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas, Hervé Reychler, Benoît Macq
2008 conf
BELIV
Eliane Regina de Almeida Valiati, Carla Maria Dal Sasso Freitas, Marcelo Soares Pimenta
2008 J jnl
Comput. Graph.
Francisco de Moura Pinto, Carla Maria Dal Sasso Freitas
2008 J jnl
Comput. Graph.
Francisco de Moura Pinto, Carla Maria Dal Sasso Freitas
2006 conf
BELIV
Eliane Regina de Almeida Valiati, Marcelo Soares Pimenta, Carla Maria Dal Sasso Freitas
2006 B conf
AVI
Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas
2006 B conf
AVI
Raquel M. Pillat, Carla Maria Dal Sasso Freitas
2006 conf
VRCIA
Rafael Huff, Carlos Augusto Dietrich, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas, João Luiz Dihl Comba, Sílvia Delgado Olabarriaga
2005 B conf
INTERACT
David Navarre, Philippe A. Palanque, Rémi Bastide, Amélie Schyn, Marco Winckler, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas
2005 conf
SI3D
Rodrigo G. Luque, João Luiz Dihl Comba, Carla Maria Dal Sasso Freitas
2005 J jnl
Int. J. Comput. Appl. Technol.
Isabel Harb Manssour, Luiz Gustavo Fernandes, Carla Maria Dal Sasso Freitas, Gustavo Serra, Thiago Nunes
2004 J jnl
Virtual Real.
Emmanuel Dubois, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas, Liliane J. Jacob
2004 conf
TAMODIA
Marco Winckler, Philippe A. Palanque, Carla Maria Dal Sasso Freitas
2003 conf
IEEE Symposium on Parallel and Large-Data Visualization and Graphics
Alécio Pedro Delazari Binotto, João Comba, Carla Maria Dal Sasso Freitas
2003 B conf
INTERACT
Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas, Liliane J. Jacob, Marcelo Soares Pimenta
2002 conf
CA
Anderson Maciel, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas
2002 B conf
VRST
Márcio Serolli Pinho, Doug A. Bowman, Carla Maria Dal Sasso Freitas
2002 J jnl
Cyberpsychology Behav. Soc. Netw.
Adriano Pasqualotti, Carla Maria Dal Sasso Freitas
2002 conf
SIBGRAPI
Fábio O. Moreira, João Comba, Carla Maria Dal Sasso Freitas
2002 J jnl
RITA
Isabel Harb Manssour, Carla Maria Dal Sasso Freitas
2002 conf
SIBGRAPI
Isabel Harb Manssour, Sérgio Shiguemi Furuie, Sílvia D. Olabarriaga, Carla Maria Dal Sasso Freitas
2001 conf
VG
Isabel Harb Manssour, Sérgio Shiguemi Furuie, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas
2001 conf
SIBGRAPI
Pablo C. Grazziotin, Carla Maria Dal Sasso Freitas, Benamy Turkienicz
2001 conf
SIBGRAPI
Ricardo Andrade Cava, Carla Maria Dal Sasso Freitas
2001 J jnl
RITA
Carla Maria Dal Sasso Freitas, Olinda M. Chubachi, Paulo Roberto Gomes Luzzardi, Ricardo Andrade Cava
2000 conf
SIBGRAPI
Isabel Harb Manssour, Sérgio Shiguemi Furuie, Luciana Porcher Nedel, Carla Maria Dal Sasso Freitas
2000 Misc conf
WSCG
Isabel Harb Manssour, Carla Maria Dal Sasso Freitas
2000 Misc conf
WSCG
Marcelo Rodrigo Maciel Silva, Isabel Harb Manssour, Carla Maria Dal Sasso Freitas
2000 conf
SIBGRAPI
Carlos A. M. dos Santos, Alfredo K. Kojima, Carla Maria Dal Sasso Freitas
2000 conf
SIBGRAPI
Alejandro César Frery, Carla Maria Dal Sasso Freitas, Léo Magalhães M. Walter, Luiz Velho
1999 conf
SIBGRAPI
Karen Basso, Paulo Ricardo de Ávila Zingano, Carla Maria Dal Sasso Freitas
1998 conf
SBES
Gabriel Lühers Graça, Carla Maria Dal Sasso Freitas
1998 conf
SIBGRAPI
Karen Basso, Carla Maria Dal Sasso Freitas
1995 J jnl
RITA
Carla Maria Dal Sasso Freitas, Flávio Rech Wagner
1994
Carla Maria Dal Sasso Freitas
1989 Misc conf
BTW
Lia Goldstein Golendziner, Flávio Rech Wagner, Carla Maria Dal Sasso Freitas, Vania Boklis, Karin Becker
redb/extractors/macho_extractors/macho_signature.py
← Index redb/extractors/macho_extractors/macho_signature.py python
"""
MachO Code Signature Extractor using LIEF + asn1crypto

Parses LC_CODE_SIGNATURE to extract:
- Code Directory (identifier, team_id, flags, hashes)
- Entitlements (XML plist)
- X.509 Certificates from CMS/PKCS#7 signature
- Signature verification status
"""

import hashlib
import inspect
import json
import plistlib
import struct
from datetime import datetime, timezone
from typing import Any, Dict, List, Optional, Tuple

import lief

lief.disable_leak_warning()
from asn1crypto import cms, x509

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import (
    MachOCertificate,
    MachOCodeDirectory,
    MachOCodeSigningInfo,
    MachOEntitlement,
)


# Code Signature Magic Values
CSMAGIC_REQUIREMENT = 0xFADE0C00
CSMAGIC_REQUIREMENTS = 0xFADE0C01
CSMAGIC_CODEDIRECTORY = 0xFADE0C02
CSMAGIC_EMBEDDED_SIGNATURE = 0xFADE0CC0  # SuperBlob
CSMAGIC_DETACHED_SIGNATURE = 0xFADE0CC1
CSMAGIC_BLOBWRAPPER = 0xFADE0B01  # CMS Signature
CSMAGIC_EMBEDDED_ENTITLEMENTS = 0xFADE7171
CSMAGIC_EMBEDDED_ENTITLEMENTS_DER = 0xFADE7172

# Code Directory Flags
CS_FLAGS = {
    0x00000001: "CS_VALID",
    0x00000002: "CS_ADHOC",
    0x00000004: "CS_GET_TASK_ALLOW",
    0x00000008: "CS_INSTALLER",
    0x00000010: "CS_FORCED_LV",
    0x00000020: "CS_INVALID_ALLOWED",
    0x00000100: "CS_HARD",
    0x00000200: "CS_KILL",
    0x00000400: "CS_CHECK_EXPIRATION",
    0x00000800: "CS_RESTRICT",
    0x00001000: "CS_ENFORCEMENT",
    0x00002000: "CS_REQUIRE_LV",
    0x00004000: "CS_ENTITLEMENTS_VALIDATED",
    0x00008000: "CS_NVRAM_UNRESTRICTED",
    0x00010000: "CS_RUNTIME",  # Hardened Runtime
    0x00020000: "CS_LINKER_SIGNED",
}

# Hash Types
HASH_TYPES = {
    0: "NO_HASH",
    1: "SHA1",
    2: "SHA256",
    3: "SHA256_TRUNCATED",
    4: "SHA384",
    5: "SHA512",
}

# Slot Types (used in SuperBlob index)
CSSLOT_CODEDIRECTORY = 0  # Primary Code Directory
CSSLOT_INFOSLOT = 1
CSSLOT_REQUIREMENTS = 2
CSSLOT_RESOURCEDIR = 3
CSSLOT_APPLICATION = 4
CSSLOT_ENTITLEMENTS = 5
CSSLOT_DER_ENTITLEMENTS = 7
CSSLOT_SIGNATURESLOT = 0x10000  # CMS Signature
CSSLOT_ALTERNATE_CODEDIRECTORIES = 0x1000  # First alternate CD (0x1000, 0x1001, ...)


class MachOSignatureExtractor(MachOExtractor):
    """
    Extracts code signature information from Mach-O binaries using LIEF.
    Parses certificates using asn1crypto for full X.509 details.
    """

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_signature"
        self.log.debug(inspect.currentframe().f_code.co_name)
        self._lief_binary = None
        self._lief_fat = None

    def tag(self):
        return [
            Tag.MACHO_SIGNATURE.value,
            Tag.MACHO_CODE_DIRECTORY.value,
            Tag.MACHO_CERTIFICATE.value,
            Tag.MACHO_ENTITLEMENTS.value
        ]

    def _get_lief_binary(self, arch_index: int = 0) -> Optional[lief.MachO.Binary]:
        """Get LIEF binary for a specific architecture index."""
        try:
            if self._lief_fat is None:
                config = lief.MachO.ParserConfig()
                config.parse_dyld_exports = False
                config.parse_dyld_bindings = False
                config.parse_dyld_rebases = False
                self._lief_fat = lief.MachO.parse(self.filepath, config)

            if self._lief_fat is None:
                return None

            if arch_index < self._lief_fat.size:
                return self._lief_fat.at(arch_index)
            return None
        except Exception as e:
            self.log.error(f"Error parsing MachO with LIEF: {e}")
            return None

    def _parse_superblob(self, data: bytes) -> Dict[int, bytes]:
        """
        Parse the SuperBlob structure to extract individual blobs.

        SuperBlob structure:
        - magic: uint32 (0xfade0cc0)
        - length: uint32
        - count: uint32
        - index[count]: (type: uint32, offset: uint32)
        - blobs...

        Returns dict keyed by slot type (not magic), so we can handle
        multiple Code Directories (primary at slot 0, alternates at 0x1000+).
        """
        blobs = {}
        if len(data) < 12:
            return blobs

        magic, length, count = struct.unpack(">III", data[:12])

        if magic != CSMAGIC_EMBEDDED_SIGNATURE:
            self.log.warning(f"Unexpected SuperBlob magic: {hex(magic)}")
            return blobs

        # Parse blob index
        offset = 12
        blob_index = []
        for _ in range(count):
            if offset + 8 > len(data):
                break
            slot_type, blob_offset = struct.unpack(">II", data[offset:offset + 8])
            blob_index.append((slot_type, blob_offset))
            offset += 8

        # Extract each blob, keyed by slot type
        for slot_type, blob_offset in blob_index:
            if blob_offset + 8 > len(data):
                continue
            blob_magic, blob_length = struct.unpack(">II", data[blob_offset:blob_offset + 8])
            if blob_offset + blob_length <= len(data):
                blobs[slot_type] = data[blob_offset:blob_offset + blob_length]

        return blobs

    def _parse_code_directory(self, cd_data: bytes) -> Optional[MachOCodeDirectory]:
        """
        Parse CodeDirectory blob.

        CodeDirectory structure:
        - magic: uint32 (0xfade0c02)
        - length: uint32
        - version: uint32
        - flags: uint32
        - hashOffset: uint32
        - identOffset: uint32
        - nSpecialSlots: uint32
        - nCodeSlots: uint32
        - codeLimit: uint32
        - hashSize: uint8
        - hashType: uint8
        - platform: uint8
        - pageSize: uint8
        - spare2: uint32
        - scatterOffset: uint32 (v >= 0x20100)
        - teamOffset: uint32 (v >= 0x20200)
        ...
        """
        if len(cd_data) < 44:
            return None

        try:
            magic, length, version, flags = struct.unpack(">IIII", cd_data[:16])

            if magic != CSMAGIC_CODEDIRECTORY:
                return None

            hash_offset, ident_offset = struct.unpack(">II", cd_data[16:24])
            n_special_slots, n_code_slots, code_limit = struct.unpack(">III", cd_data[24:36])
            hash_size, hash_type, platform, page_size_log2 = struct.unpack(">BBBB", cd_data[36:40])

            # Extract identifier string
            identifier = None
            if ident_offset > 0 and ident_offset < len(cd_data):
                end = cd_data.find(b'\x00', ident_offset)
                if end > ident_offset:
                    identifier = cd_data[ident_offset:end].decode('utf-8', errors='replace')

            # Extract team ID (version >= 0x20200)
            team_id = None
            if version >= 0x20200 and len(cd_data) >= 52:
                team_offset = struct.unpack(">I", cd_data[48:52])[0]
                if team_offset > 0 and team_offset < len(cd_data):
                    end = cd_data.find(b'\x00', team_offset)
                    if end > team_offset:
                        team_id = cd_data[team_offset:end].decode('utf-8', errors='replace')

            # Parse flags
            flags_str = [name for flag, name in CS_FLAGS.items() if flags & flag]

            # Calculate CD hash
            cd_hash = hashlib.sha256(cd_data).hexdigest()

            return MachOCodeDirectory(
                identifier=identifier,
                team_id=team_id,
                flags=flags,
                cd_hash=cd_hash,
            )
        except Exception as e:
            self.log.error(f"Error parsing CodeDirectory: {e}")
            return None

    def _parse_entitlements(self, ent_data: bytes) -> Optional[Dict]:
        """
        Parse Entitlements blob (XML plist).

        Returns parsed entitlements dict.
        """
        if len(ent_data) < 8:
            return None

        try:
            magic, length = struct.unpack(">II", ent_data[:8])

            # Only accept XML plist magic - DER requires separate parser
            if magic != CSMAGIC_EMBEDDED_ENTITLEMENTS:
                return None

            # Extract plist data (after header)
            plist_data = ent_data[8:]

            # Parse plist
            try:
                entitlements = plistlib.loads(plist_data)
                return entitlements
            except Exception:
                # Try to strip null bytes
                plist_data = plist_data.rstrip(b'\x00')
                entitlements = plistlib.loads(plist_data)
                return entitlements

        except Exception as e:
            self.log.debug(f"Error parsing entitlements: {e}")
            return None

    def _parse_entitlements_der(self, ent_data: bytes) -> Optional[Dict]:
        """Best-effort parse of DER-encoded entitlements.

        DER-only binaries are rare (standard codesign embeds both XML and DER).
        Uses a layered approach: structured ASN.1 first, string extraction fallback.
        """
        if len(ent_data) < 8:
            return None

        try:
            magic, length = struct.unpack(">II", ent_data[:8])
            if magic != CSMAGIC_EMBEDDED_ENTITLEMENTS_DER:
                return None

            der_data = ent_data[8:]

            # Layer 1: Try structured ASN.1 parsing via asn1crypto
            try:
                from asn1crypto import core

                entitlements = {}
                seq = core.Sequence.load(der_data)
                for item in seq:
                    try:
                        if len(item) >= 2:
                            key = str(item[0].native)
                            val_element = item[1]
                            tag = val_element.tag
                            if tag == 0:      # BOOLEAN
                                entitlements[key] = val_element.contents != b'\x00'
                            elif tag == 1:    # UTF8String
                                entitlements[key] = val_element.native
                            elif tag == 2:    # INTEGER
                                entitlements[key] = val_element.native
                            elif tag == 3:    # SET OF (array of strings)
                                entitlements[key] = [str(v.native) for v in val_element]
                            else:
                                entitlements[key] = val_element.native
                    except Exception:
                        continue
                if entitlements:
                    return entitlements
            except Exception as e:
                self.log.debug(f"ASN.1 structured parse failed, trying string extraction: {e}")

            # Layer 2: Regex extraction of known entitlement key strings from raw DER
            # Gets keys but not typed values — still useful for detection/triage
            import re
            text = der_data.decode('utf-8', errors='ignore')
            keys = re.findall(
                r'(com\.apple\.[a-zA-Z0-9._-]+'
                r'|application-identifier'
                r'|get-task-allow'
                r'|platform-application'
                r'|team-identifier'
                r'|keychain-access-groups)',
                text
            )
            if keys:
                # Deduplicate while preserving order
                seen = set()
                entitlements = {}
                for key in keys:
                    if key not in seen:
                        seen.add(key)
                        entitlements[key] = True  # Assume boolean (most common type)
                self.log.info(
                    f"DER entitlements: ASN.1 parse failed, extracted {len(entitlements)} "
                    f"keys via string matching (values defaulted to True)"
                )
                return entitlements

            return None

        except Exception as e:
            self.log.debug(f"Error parsing DER entitlements: {e}")
            return None

    def _parse_cms_signature(self, cms_data: bytes) -> Tuple[List[MachOCertificate], Optional[str], bool]:
        """
        Parse CMS/PKCS#7 signature blob to extract certificates.

        Returns tuple of (certificates_list, signing_time, is_verified).
        """
        certificates = []
        signing_time = None
        has_cms_signature = False

        if len(cms_data) < 8:
            return certificates, signing_time, has_cms_signature

        try:
            magic, length = struct.unpack(">II", cms_data[:8])

            if magic != CSMAGIC_BLOBWRAPPER:
                return certificates, signing_time, has_cms_signature

            # CMS data starts after the blob header
            der_data = cms_data[8:]

            # Parse CMS ContentInfo
            content_info = cms.ContentInfo.load(der_data)

            if content_info['content_type'].native != 'signed_data':
                return certificates, signing_time, is_verified

            signed_data = content_info['content']

            # Extract certificates
            if signed_data['certificates']:
                cert_order = 0
                for cert_choice in signed_data['certificates']:
                    try:
                        if cert_choice.name == 'certificate':
                            cert = cert_choice.chosen
                            macho_cert = self._extract_certificate_info(cert, cert_order)
                            if macho_cert:
                                certificates.append(macho_cert)
                                cert_order += 1
                    except Exception as e:
                        self.log.debug(f"Error parsing certificate: {e}")
                        continue

            # Determine certificate types (leaf, intermediate, root)
            self._classify_certificates(certificates)

            # Extract signing time from signer info
            if signed_data['signer_infos']:
                for signer_info in signed_data['signer_infos']:
                    if signer_info['signed_attrs']:
                        for attr in signer_info['signed_attrs']:
                            if attr['type'].native == 'signing_time':
                                signing_time = attr['values'][0].native
                                if isinstance(signing_time, datetime):
                                    signing_time = signing_time.strftime("%Y-%m-%d %H:%M:%S")
                                break

            # Note: This only indicates presence of CMS signature structure, not
            # cryptographic verification. Full verification would require checking
            # against Apple's CA chain.
            has_cms_signature = len(certificates) > 0

        except Exception as e:
            self.log.error(f"Error parsing CMS signature: {e}")

        return certificates, signing_time, has_cms_signature

    def _extract_certificate_info(self, cert: x509.Certificate, order: int) -> Optional[MachOCertificate]:
        """Extract certificate information from an X.509 certificate."""
        try:
            tbs = cert['tbs_certificate']

            # Serial number
            serial = tbs['serial_number'].native
            serial_hex = format(serial, 'x').upper()

            # Subject and Issuer
            subject = self._format_name(tbs['subject'])
            issuer = self._format_name(tbs['issuer'])

            # Extract common name, organization, and OU from subject
            common_name = None
            organization = None
            organizational_unit = None
            try:
                for rdn in tbs['subject'].chosen:
                    for attr in rdn:
                        oid = attr['type'].native
                        value = attr['value'].native
                        if oid == 'common_name':
                            common_name = value
                        elif oid == 'organization_name':
                            organization = value
                        elif oid == 'organizational_unit_name':
                            organizational_unit = value
            except Exception:
                pass

            # Validity
            validity = tbs['validity']
            valid_from = validity['not_before'].native
            valid_to = validity['not_after'].native

            if isinstance(valid_from, datetime):
                valid_from = valid_from.strftime("%Y-%m-%d %H:%M:%S")
            if isinstance(valid_to, datetime):
                valid_to = valid_to.strftime("%Y-%m-%d %H:%M:%S")

            # Algorithm
            algorithm = tbs['signature']['algorithm'].native

            # Thumbprint (SHA-1 - industry standard for certificate thumbprints)
            cert_der = cert.dump()
            thumbprint = hashlib.sha1(cert_der).hexdigest().upper()

            return MachOCertificate(
                subject=subject,
                issuer=issuer,
                serial_number=serial_hex,
                not_before=valid_from,
                not_after=valid_to,
                thumbprint=thumbprint,
                certificate_type="unknown",  # Will be classified later
                order=order,
                algorithm=algorithm,
                common_name=common_name,
                organization=organization,
                organizational_unit=organizational_unit,
            )
        except Exception as e:
            self.log.error(f"Error extracting certificate info: {e}")
            return None

    def _format_name(self, name) -> str:
        """Format X.509 Name as a readable string."""
        try:
            parts = []
            for rdn in name.chosen:
                for attr in rdn:
                    oid = attr['type'].native
                    value = attr['value'].native
                    # Map common OIDs to abbreviations
                    oid_map = {
                        'common_name': 'CN',
                        'organization_name': 'O',
                        'organizational_unit_name': 'OU',
                        'country_name': 'C',
                        'state_or_province_name': 'ST',
                        'locality_name': 'L',
                        'email_address': 'E',
                        'user_id': 'UID',
                    }
                    abbrev = oid_map.get(oid, oid)
                    parts.append(f"{abbrev}={value}")
            return ", ".join(parts)
        except Exception:
            return str(name.human_friendly) if hasattr(name, 'human_friendly') else str(name)

    def _classify_certificates(self, certificates: List[MachOCertificate]):
        """
        Classify certificates as leaf, intermediate, or root using
        chain relationships:
        1. Root: self-signed (subject == issuer)
        2. Intermediate: issued another cert in the chain
        3. Leaf: everything else (end-entity)
        """
        if not certificates:
            return

        for cert in certificates:
            if cert.subject == cert.issuer:
                cert.certificate_type = "root"
            # Check if this cert issued any other cert in the chain
            elif any(c.issuer == cert.subject and c != cert for c in certificates):
                cert.certificate_type = "intermediate"
            else:
                cert.certificate_type = "leaf"

    def _extract_code_signature(self, arch_index: int = 0, arch_name: str = None) -> Optional[MachOCodeSigningInfo]:
        """Extract code signature information for a specific architecture."""
        self.log.debug(f"Extracting code signature for arch index {arch_index}")

        binary = self._get_lief_binary(arch_index)
        if binary is None:
            return None

        # Check if binary has code signature
        if not binary.has_code_signature:
            return MachOCodeSigningInfo(
                _id=self.sha256,
                signing_type="unsigned",
                has_signature=False,
                number_of_certificates=0,
                arch_identifier=arch_name,
            )

        # Get raw code signature data
        code_sig = binary.code_signature
        if code_sig is None:
            return None

        # LIEF's code_sig.data only returns the load command, not the actual signature
        # We need to read the signature data directly from the file
        # For FAT binaries, data_offset is relative to the slice, not the file
        sig_data = None
        try:
            with open(self.filepath, 'rb') as f:
                # fat_offset is 0 for single-arch binaries, slice offset for FAT
                file_offset = code_sig.data_offset + binary.fat_offset
                f.seek(file_offset)
                sig_data = f.read(code_sig.data_size)
        except Exception as e:
            self.log.error(f"Error reading code signature data from file: {e}")
            return None

        if not sig_data:
            return None

        # Parse SuperBlob to get individual blobs (keyed by slot type)
        blobs = self._parse_superblob(sig_data)

        # Parse all Code Directories (primary + alternates)
        code_directories = []

        # Primary Code Directory at slot 0
        if CSSLOT_CODEDIRECTORY in blobs:
            cd = self._parse_code_directory(blobs[CSSLOT_CODEDIRECTORY])
            if cd:
                cd.slot_type = CSSLOT_CODEDIRECTORY
                code_directories.append(cd)

        # Alternate Code Directories at slots 0x1000, 0x1001, ...
        for slot_type in sorted(blobs.keys()):
            if slot_type >= CSSLOT_ALTERNATE_CODEDIRECTORIES and slot_type < CSSLOT_SIGNATURESLOT:
                cd = self._parse_code_directory(blobs[slot_type])
                if cd:
                    cd.slot_type = slot_type
                    code_directories.append(cd)

        # Use primary CD (or first available) for signing info
        primary_cd = code_directories[0] if code_directories else None

        # Parse Entitlements - prefer XML plist, fall back to DER for edge cases
        entitlements = None
        if CSSLOT_ENTITLEMENTS in blobs:
            entitlements = self._parse_entitlements(blobs[CSSLOT_ENTITLEMENTS])
        if entitlements is None and CSSLOT_DER_ENTITLEMENTS in blobs:
            # DER-only binary (rare — non-standard signing tool like ldid)
            self.log.warning("Only DER entitlements found, no XML plist slot")
            entitlements = self._parse_entitlements_der(blobs[CSSLOT_DER_ENTITLEMENTS])

        # Parse CMS Signature (certificates)
        certificates = []
        signing_time = None
        has_cms_signature = False

        if CSSLOT_SIGNATURESLOT in blobs:
            certificates, signing_time, has_cms_signature = self._parse_cms_signature(blobs[CSSLOT_SIGNATURESLOT])

        # Determine signing type
        signing_type = "unsigned"
        if primary_cd:
            if primary_cd.flags and (primary_cd.flags & 0x00000002):  # CS_ADHOC
                signing_type = "ad-hoc"
            elif len(certificates) > 0:
                signing_type = "certificate"
            elif primary_cd.identifier:
                # Has CodeDirectory but no CMS = ad-hoc
                signing_type = "ad-hoc"

        # Check for hardened runtime and library validation flags
        has_hardened_runtime = False
        has_library_validation = False
        if primary_cd and primary_cd.flags:
            has_hardened_runtime = bool(primary_cd.flags & 0x00010000)  # CS_RUNTIME
            has_library_validation = bool(primary_cd.flags & 0x00002000)  # CS_REQUIRE_LV

        return MachOCodeSigningInfo(
            _id=self.sha256,
            signing_type=signing_type,
            has_signature=has_cms_signature,
            number_of_certificates=len(certificates),
            code_directories=code_directories,
            entitlements=entitlements,
            x509_certificates=certificates,
            date_signed=signing_time,
            arch_identifier=arch_name,
            has_hardened_runtime=has_hardened_runtime,
            has_library_validation=has_library_validation,
        )

    def extract(self) -> Optional[Any]:
        """Extract code signature information from the Mach-O binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        try:
            # Get LIEF FAT binary to check architecture count
            config = lief.MachO.ParserConfig()
            config.parse_dyld_exports = False
            config.parse_dyld_bindings = False
            config.parse_dyld_rebases = False
            self._lief_fat = lief.MachO.parse(self.filepath, config)

            if self._lief_fat is None:
                self.log.error("Failed to parse MachO with LIEF")
                return None

            # Get architecture names from machofile for consistency
            arch_names = []
            if self.macho:
                try:
                    arch_names = self.macho.get_architectures()
                except Exception:
                    pass

            # If no arch names from machofile, generate them
            if not arch_names:
                arch_names = [f"arch_{i}" for i in range(self._lief_fat.size)]

            if self._lief_fat.size > 1:
                # FAT/Universal binary - extract for each architecture
                results = []
                for i in range(self._lief_fat.size):
                    arch_name = arch_names[i] if i < len(arch_names) else f"arch_{i}"
                    signature = self._extract_code_signature(i, arch_name)
                    if signature:
                        results.append(signature)
                return results if results else None
            else:
                # Single architecture
                arch_name = arch_names[0] if arch_names else None
                return self._extract_code_signature(0, arch_name)

        except Exception as e:
            self.log.error(f"Error extracting MachO code signature: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        """Prepare data for export to Elasticsearch or ClickHouse."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if exporter_type == "ElasticsearchExporter":
            return self.extract()

        elif exporter_type == "ClickHouseExporter":
            result = self.extract()
            if result is None:
                return None

            # Normalize to list
            signatures = result if isinstance(result, list) else [result]

            current_time = datetime.now(timezone.utc)

            # Prepare signature data
            signatures_data = []
            certificates_data = []
            entitlements_data = []

            for sig in signatures:
                if sig is None:
                    continue

                # Get architecture-specific hash if available
                arch_sha256 = self.sha256

                # If FAT binary, try to get arch-specific sha256
                if self.macho and sig.arch_identifier:
                    try:
                        arch_info = self.macho.get_general_info(arch=sig.arch_identifier)
                        if arch_info:
                            arch_sha256 = arch_info.get('SHA256', self.sha256)
                    except Exception as e:
                        self.log.debug(f"Could not get arch-specific info: {e}")

                # Get primary CD fields for signatures table
                primary_cd = sig.code_directories[0] if sig.code_directories else None
                cd_identifier = primary_cd.identifier if primary_cd else None
                cd_team_id = primary_cd.team_id if primary_cd else None
                cd_flags = primary_cd.flags if primary_cd else None
                cd_hash = primary_cd.cd_hash if primary_cd else None

                signatures_data.append([
                    arch_sha256,
                    sig.signing_type,
                    sig.has_signature,
                    sig.number_of_certificates,
                    cd_identifier,
                    cd_team_id,
                    cd_flags,
                    cd_hash,
                    sig.has_hardened_runtime,
                    sig.has_library_validation,
                    sig.date_signed,
                    current_time,
                ])

                # Prepare certificate data
                if sig.x509_certificates:
                    for cert in sig.x509_certificates:
                        certificates_data.append([
                            arch_sha256,
                            cert.certificate_type,
                            cert.algorithm,
                            cert.issuer,
                            cert.subject,
                            cert.serial_number,
                            cert.thumbprint,
                            datetime.strptime(cert.not_before, "%Y-%m-%d %H:%M:%S") if cert.not_before else None,
                            datetime.strptime(cert.not_after, "%Y-%m-%d %H:%M:%S") if cert.not_after else None,
                            current_time,
                        ])

                # Prepare entitlements data
                if sig.entitlements:
                    for ent_key, ent_value in sig.entitlements.items():
                        # Determine type and set appropriate value columns
                        if isinstance(ent_value, bool):
                            ent_type = 'boolean'
                            value_bool = 1 if ent_value else 0
                            value_string = None
                            value_array = []
                        elif isinstance(ent_value, list):
                            ent_type = 'array'
                            value_bool = None
                            value_string = None
                            # Convert all list items to strings
                            value_array = [str(v) for v in ent_value]
                        else:
                            ent_type = 'string'
                            value_bool = None
                            value_string = str(ent_value)
                            value_array = []

                        entitlements_data.append([
                            arch_sha256,
                            ent_key,
                            ent_type,
                            value_bool,
                            value_string,
                            value_array,
                            current_time,
                        ])

            return {
                'multi_table': True,
                'signatures': {
                    'table': 'redb_macho_signatures',
                    'data': signatures_data,
                    'column_names': [
                        'sha256',
                        'signing_type', 'has_signature', 'number_of_certificates',
                        'cd_identifier', 'cd_team_id', 'cd_flags', 'cd_hash',
                        'has_hardened_runtime', 'has_library_validation',
                        'date_signed', 'analysis_date'
                    ],
                    'column_type_names': [
                        'FixedString(64)',
                        "Enum8('unsigned' = 0, 'ad-hoc' = 1, 'certificate' = 2)", 'UInt8', 'UInt32',
                        'Nullable(String)', 'Nullable(String)', 'Nullable(UInt32)', 'Nullable(String)',
                        'UInt8', 'UInt8',
                        'Nullable(DateTime64(3, \'UTC\'))', 'DateTime64(3, \'UTC\')'
                    ]
                },
                'certificates': {
                    'table': 'redb_macho_certificates',
                    'data': certificates_data,
                    'column_names': [
                        'sha256', 'certificate_type', 'certificate_algorithm',
                        'certificate_issuer', 'certificate_subject', 'certificate_serial_number',
                        'certificate_thumbprint', 'certificate_valid_from', 'certificate_valid_to',
                        'analysis_date'
                    ],
                    'column_type_names': [
                        'FixedString(64)',
                        "Enum8('leaf' = 1, 'intermediate' = 2, 'root' = 3)", 'LowCardinality(String)',
                        'String', 'String', 'String', 'FixedString(40)',
                        'DateTime64(3, \'UTC\')', 'DateTime64(3, \'UTC\')', 'DateTime64(3, \'UTC\')'
                    ]
                },
                'entitlements': {
                    'table': 'redb_macho_entitlements',
                    'data': entitlements_data,
                    'column_names': [
                        'sha256', 'entitlement_key', 'entitlement_type',
                        'value_bool', 'value_string', 'value_array',
                        'analysis_date'
                    ],
                    'column_type_names': [
                        'FixedString(64)', 'LowCardinality(String)',
                        "Enum8('boolean' = 1, 'string' = 2, 'array' = 3)",
                        'Nullable(UInt8)', 'Nullable(String)', 'Array(String)',
                        'DateTime64(3, \'UTC\')'
                    ]
                }
            }

        return None

    def get_clickhouse_table(self) -> str:
        """Return primary ClickHouse table name."""
        return "redb_macho_signatures"

    def get_clickhouse_tables(self) -> Dict[str, str]:
        """Return all ClickHouse tables for multi-table export."""
        return {
            'signatures': 'redb_macho_signatures',
            'certificates': 'redb_macho_certificates',
            'entitlements': 'redb_macho_entitlements'
        }