Isabel Wagner

47 papers A 1B 1Misc 2Journal 28Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Philip Xu, Isabel Wagner, Eerke A. Boiten
2025 conf
AISec@CCS
Shiva Parsarad, Ehsan Yousefzadeh-Asl-Miandoab, Raheleh Kafieh, Pinar Tözün, Florina M. Ciorba, Isabel Wagner
2025 J jnl
CoRR
Debalina Padariya, Isabel Wagner, Aboozar Taherkhani, Eerke A. Boiten
2025 J jnl
CoRR
Shiva Parsarad, Isabel Wagner
2025 conf
SaTML
Saskia Laura Schröer, Giovanni Apruzzese, Soheil Human, Pavel Laskov, Hyrum S. Anderson, Edward W. N. Bernroider, Aurore Fass, Ben Nassi, Vera Rimmer, Fabio Roli, Samer Salam, Chi En Ashley Shen, Ali Sunyaev, Tim Wadhwa-Brown, Isabel Wagner, Gang Wang
2024 conf
IoT
Valentyna Pavliv, Nima Akbari, Isabel Wagner
2024 conf
APF
Julika Feldbusch, Valentyna Pavliv, Nima Akbari, Isabel Wagner
2024 J jnl
CoRR
Frank Pallas, Katharina Koerner, Isabel Barberá, Jaap-Henk Hoepman, Meiko Jensen, Nandita Rao Narla, Nikita Samarin, Max-Robert Ulbricht, Isabel Wagner, Kim Wuyts, Christian Zimmermann
2024 J jnl
IEEE Secur. Priv.
Frank Pallas, Katharina Koerner, Isabel Barberá, Jaap-Henk Hoepman, Meiko Jensen, Nandita Rao Narla, Nikita Samarin, Max-Robert Ulbricht, Isabel Wagner, Kim Wuyts, Christian Zimmermann
2024 ed.
IoT
Ella Peltonen, Sami Hyrynsalmi, Isabel Wagner, Jan S. Rellermeyer, Nitinder Mohan
2024 Misc conf
ICNC
Thomas Reisinger, Eerke Albert Boiten, Isabel Wagner
2024 J jnl
CoRR
Saskia Laura Schröer, Giovanni Apruzzese, Soheil Human, Pavel Laskov, Hyrum S. Anderson, Edward W. N. Bernroider, Aurore Fass, Ben Nassi, Vera Rimmer, Fabio Roli, Samer Salam, Ashley Shen, Ali Sunyaev, Tim Wadhwa-Brown, Isabel Wagner, Gang Wang
2023 J jnl
CoRR
Fatemeh Zarrabi, Isabel Wagner, Eerke A. Boiten
2023 J jnl
ACM Trans. Priv. Secur.
Isabel Wagner
2023 conf
BuildSys
Isabel Wagner, Eerke A. Boiten
2023 J jnl
ACM Comput. Surv.
Thomas Reisinger, Isabel Wagner, Eerke A. Boiten
2023 conf
EuroS&P Workshops
Thomas Reisinger, Isabel Wagner, Eerke A. Boiten
2023 J jnl
CoRR
Isabel Wagner, Eerke A. Boiten
2022 conf
ESORICS (2)
Isabel Wagner
2022 J jnl
Comput. Secur.
Paul Loft, Ying He, Iryna Yevseyeva, Isabel Wagner
2022 J jnl
CoRR
Isabel Wagner
2022 J jnl
IEEE Trans. Dependable Secur. Comput.
Yuchen Zhao, Isabel Wagner
2021 J jnl
ACM Trans. Priv. Secur.
Isabel Wagner, Iryna Yevseyeva
2021 J jnl
Enterp. Inf. Syst.
Paul Loft, Ying He, Helge Janicke, Isabel Wagner
2020 J jnl
Digit. Investig.
Dinesh Mothi, Helge Janicke, Isabel Wagner
2020 J jnl
Secur. Priv.
Fenia Ferra, Isabel Wagner, Eerke A. Boiten, Lee Hadlington, Ismini Psychoula, Richard Snape
2020 J jnl
EAI Endorsed Trans. Cloud Syst.
Wen Zeng, Reem Bashir, Trevor Wood, François Siewe, Helge Janicke, Isabel Wagner
2020 conf
WWW (Companion Volume)
Isabel Wagner
2020 conf
EuroS&P Workshops
José M. del Álamo, Jose M. Such, Isabel Wagner, Kopo Marvin Ramokapane
2019 conf
ICFNDS
Musa Abubakar Muhammad, Aladdin Ayesh, Isabel Wagner
2019 J jnl
IEEE Trans. Mob. Comput.
Yuchen Zhao, Isabel Wagner
2019 J jnl
CoRR
Isabel Wagner, Yuchen Zhao
2018 A conf
AsiaCCS
Yuchen Zhao, Isabel Wagner
2018 conf
DPM/CBT@ESORICS
Isabel Wagner, Eerke A. Boiten
2018 J jnl
IEEE Commun. Surv. Tutorials
David Eckhoff, Isabel Wagner
2018 J jnl
ACM Comput. Surv.
Isabel Wagner, David Eckhoff
2017 J jnl
ACM Trans. Priv. Secur.
Isabel Wagner
2017 B conf
LCN
Isabel Wagner
2017 J jnl
CoRR
Isabel Wagner, Eerke A. Boiten
2016 J jnl
CoRR
Isabel Wagner
2016 J jnl
ACM Trans. Comput. Educ.
Isabel Wagner
2016 conf
WISEC
Neel Tailor, Ying He, Isabel Wagner
2016 J jnl
J. Sens. Actuator Networks
Leandros A. Maglaras, Ali H. Al-Bayatti, Ying He, Isabel Wagner, Helge Janicke
2016 conf
CCNC
Isabel Wagner, Ying He, Duska Rosenberg, Helge Janicke
2015 conf
IEEE Symposium on Security and Privacy Workshops
Isabel Wagner
2015 J jnl
CoRR
Isabel Wagner, David Eckhoff
2014 Misc conf
WSC
Isabel Wagner, David Eckhoff
redb/extractors/macho_extractors/macho_dylibs.py
← Index redb/extractors/macho_extractors/macho_dylibs.py python
import hashlib
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachODylib


class MachODylibExtractor(MachOExtractor):

    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_dylibs"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.MACHO_DYLIB.value

    def _extract_dylibs(self):
        """Extract dynamic library information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        dylibs = []

        if not self.macho:
            return dylibs

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return dylibs

            # Process each architecture
            for arch_name in architectures:
                # Get dylib commands using new API with architecture parameter
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Extract dylib commands for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        # Create dylib dataclass with architecture info
                        macho_dylib = MachODylib(
                            dylib_name=dylib_name,
                            dylib_timestamp=dylib_cmd.get('dylib_timestamp', 0),
                            dylib_current_version=dylib_cmd.get('dylib_current_version', 0),
                            dylib_compat_version=dylib_cmd.get('dylib_compat_version', 0),
                        )
                        # Add architecture info to the dylib
                        macho_dylib.architecture = arch_name
                        dylibs.append(macho_dylib)

                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                        )
                        continue

            return dylibs

        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {e}")
            return dylibs

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            dylibs = self._extract_dylibs()
            return dylibs
        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                # Get dylib commands for this architecture
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Process each dylib for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        data.append([
                            arch_sha256,                          # sha256 (architecture-specific)
                            dylib_name,                           # dylib_name
                            dylib_cmd.get('dylib_timestamp', 0), # dylib_timestamp
                            dylib_cmd.get('dylib_current_version', 0), # dylib_current_version
                            dylib_cmd.get('dylib_compat_version', 0),  # dylib_compat_version
                            current_time,                         # analysis_date
                        ])
                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name}: {e}'
                        )
                        continue

            column_names = [
                'sha256',
                'dylib_name', 'dylib_timestamp', 'dylib_current_version',
                'dylib_compat_version', 'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt32', 'UInt32',
                'UInt32', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

    def get_clickhouse_table(self) -> str:
        return "redb_macho_dylibs"