James Martin

28 papers A 2Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
James Martin, Tim Rogers, Luca Zanetti
2025 J jnl
CoRR
James Martin, Tim Rogers, Luca Zanetti
2025 J jnl
J. Complex Networks
James Martin, Tim Rogers, Luca Zanetti
2025 J jnl
CoRR
James Martin, Tristan Pryer, Luca Zanetti
2025 J jnl
IEEE Open J. Commun. Soc.
James Martin, Tristan Pryer, Luca Zanetti
2024 J jnl
J. Complex Networks
James Martin, Tim Rogers, Luca Zanetti
2024 J jnl
IEEE Trans. Instrum. Meas.
Muhammad Waqas Khan, James Martin, Michael Lim
2022 J jnl
CoRR
James Martin, Jin L. C. Guo
2022 A conf
ICPC
James Martin, Jin L. C. Guo
2021 J jnl
Sensors
Jiaen Wu, Kiran Kuruvithadam, Alessandro Schaer, Richie Stoneham, George Chatzipirpiridis, Christopher Awai Easthope, Gill Barry, James Martin, Salvador Pané, Bradley J. Nelson, Olgaç Ergeneman, Hamdi Torun
2021 J jnl
Sensors
Jeffri Ramli, James Coulson, James Martin, Brabha Nagaratnam, Keerthan Poologanathan, Wai M. Cheung
2021 J jnl
Remote. Sens.
Muhammad Waqas Khan, Stuart Dunning, Rupert Bainbridge, James Martin, Alejandro Diaz-Moreno, Hamdi Torun, Nanlin Jin, John Woodward, Michael Lim
2020 J jnl
IEEE Syst. J.
Dov Dori, Hillary Sillitto, Regina M. Griego, Dorothy McKinney, Eileen P. Arnold, Patrick Godfrey, James Martin, Scott Jackson, Daniel Krob
2018 conf
CENTERIS/ProjMAN/HCist
James Martin, Kathryn Cormican, Suzana Cândido de Barros Sampaio, Qiong Wu
2015 J jnl
SIAM J. Sci. Comput.
Alessio Spantini, Antti Solonen, Tiangang Cui, James Martin, Luis Tenorio, Youssef M. Marzouk
2015
James Martin
2014 J jnl
SIAM J. Sci. Comput.
Noemi Petra, James Martin, Georg Stadler, Omar Ghattas
2014 conf
IPCAI
James Martin, Jamie McClelland, Benjamin A. S. Champion, David J. Hawkes
2014 J jnl
IEEE Trans. Inf. Theory
Thomas Britz, Trygve Johnsen, James Martin
2013 J jnl
SIAM J. Sci. Comput.
Tan Bui-Thanh, Omar Ghattas, James Martin, Georg Stadler
2012 J jnl
SIAM J. Sci. Comput.
James Martin, Lucas C. Wilcox, Carsten Burstedde, Omar Ghattas
2012 J jnl
CoRR
James Martin
2012 A conf
SC
Tan Bui-Thanh, Carsten Burstedde, Omar Ghattas, James Martin, Georg Stadler, Lucas C. Wilcox
2012 conf
MMBIA
James Martin, Jamie McClelland, Christopher Thomas, Kate Wildermuth, David B. Landau, Sébastien Ourselin, David J. Hawkes
2005 J jnl
J. High Speed Networks
James Martin
2000 J jnl
Ind. Manag. Data Syst.
Mahmoud M. Yasin, Andrew J. Czuchry, James Martin, Ray Feagins
1990 conf
ACM SIGBDP Conference on Trends and Directions in Expert Systems
Carl H. Block, Megan R. MacMillan, James Martin, David E. Monarchi
1985 J jnl
Commun. ACM
James Martin, Philip A. Bernstein, Peter J. Denning, Michael L. Dertouzos, Leonard Kleinrock
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"