M. Eric Johnson

59 papers Misc 1Journal 35Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
J. Assoc. Inf. Syst.
A. J. Burns, M. Eric Johnson
2025 J jnl
Electron. Mark.
M. Eric Johnson, Hans Brechbühl
2021 J jnl
J. Am. Medical Informatics Assoc.
Sung J. Choi, M. Eric Johnson
2019 J jnl
J. Organ. Comput. Electron. Commer.
A. J. Burns, M. Eric Johnson, Deanna D. Caputo
2018 J jnl
Int. J. Medical Informatics
Ajit Appari, M. Eric Johnson, Denise L. Anthony
2018 J jnl
MIS Q.
Juhee Kwon, M. Eric Johnson
2018 J jnl
IT Prof.
A. J. Burns, M. Eric Johnson
2016 J jnl
Commun. ACM
A. J. Burns, M. Eric Johnson, Peter Honeyman
2015 J jnl
INFORMS J. Comput.
Andrei Sleptchenko, M. Eric Johnson
2015 J jnl
IEEE Secur. Priv.
Juhee Kwon, M. Eric Johnson
2015 J jnl
IT Prof.
A. J. Burns, M. Eric Johnson
2015 conf
WEIS
Juhee Kwon, M. Eric Johnson
2014 J jnl
IEEE Secur. Priv.
Deanna D. Caputo, Shari Lawrence Pfleeger, Jesse D. Freeman, M. Eric Johnson
2014 J jnl
MIS Q.
Juhee Kwon, M. Eric Johnson
2013 J jnl
J. Manag. Inf. Syst.
Juhee Kwon, M. Eric Johnson
2013 conf
HICSS
Juhee Kwon, M. Eric Johnson
2013 J jnl
IEEE Secur. Priv.
Denise L. Anthony, Andrew T. Campbell, Thomas Candon, Andrew Gettinger, David Kotz, Lisa A. Marsch, Andres Molina-Markham, Karen Page, Sean W. Smith, Carl A. Gunter, M. Eric Johnson
2013 J jnl
J. Am. Medical Informatics Assoc.
Juhee Kwon, M. Eric Johnson
2012 J jnl
J. Am. Medical Informatics Assoc.
Ajit Appari, Emily K. Carian, M. Eric Johnson, Denise L. Anthony
2012 conf
AMCIS
Juhee Kwon, M. Eric Johnson
2012 conf
WEIS
Juhee Kwon, M. Eric Johnson
2012 book
L. Jean Camp, M. Eric Johnson
2011 J jnl
IEEE Secur. Priv.
M. Eric Johnson, Shari Lawrence Pfleeger
2011 conf
WEIS
Juhee Kwon, M. Eric Johnson
2011 J jnl
IEEE Secur. Priv.
M. Eric Johnson, Nicholas D. Willey
2011 conf
HICSS
M. Eric Johnson, Nicholas D. Willey
2010 conf
HICSS
Xia Zhao, M. Eric Johnson
2010 conf
ECIS
Janis L. Gogan, Ryan J. Baxter, Balaji Sakaranaryanan, M. Eric Johnson
2010 J jnl
INFORMS Trans. Educ.
David J. Robb, M. Eric Johnson, Edward A. Silver
2010 J jnl
Int. J. Internet Enterp. Manag.
Ajit Appari, M. Eric Johnson
2010 J jnl
Int. J. Electron. Commer.
Xia Zhao, M. Eric Johnson
2010 J jnl
Inf. Technol. Dev.
Hans Brechbühl, Robert Bruce, Scott Dynes, M. Eric Johnson
2009 conf
Financial Cryptography
M. Eric Johnson
2009 conf
WEIS
Ajit Appari, Denise L. Anthony, M. Eric Johnson
2009 conf
AMCIS
Ajit Appari, M. Eric Johnson, Denise L. Anthony
2009 book
M. Eric Johnson
2009 ch.
Managing Information Risk and the Economics of Security
M. Eric Johnson
2009 J jnl
IEEE Secur. Priv.
M. Eric Johnson, Eric Goetz, Shari Lawrence Pfleeger
2009 conf
WEIS
Zach Zhizhong Zhou, M. Eric Johnson
2009 ch.
Managing Information Risk and the Economics of Security
Xia Zhao, M. Eric Johnson
2009 J jnl
Commun. ACM
M. Eric Johnson, Dan McGuire, Nicholas D. Willey
2008 conf
WEIS
Byron Acohido, Scott Berinato, Brian Grow, Ryan Naraine, Dennis G. Fisher, M. Eric Johnson
2008 conf
WEIS
Xia Zhao, M. Eric Johnson
2008 J jnl
J. Manag. Inf. Syst.
M. Eric Johnson
2008 conf
HICSS
M. Eric Johnson, Dan McGuire, Nicholas D. Willey
2007 J jnl
IEEE Secur. Priv.
M. Eric Johnson, Eric Goetz
2007 conf
WEIS
M. Eric Johnson, Scott Dynes
2007 conf
FinanceCom
Sara Sinclair, Sean W. Smith, Stephanie Trudeau, M. Eric Johnson, Anthony Portera
2007 J jnl
Interfaces
M. Eric Johnson
2006 conf
WEIS
Scott Dynes, Eva Andrijicic, M. Eric Johnson
2006 J jnl
Interfaces
M. Eric Johnson
2005 conf
WEIS
Scott Dynes, Hans Brechbühl, M. Eric Johnson
2002 J jnl
Manuf. Serv. Oper. Manag.
M. Eric Johnson, Russell D. Meller
1999 J jnl
Oper. Res.
M. Eric Johnson, Margaret L. Brandeau
1996 J jnl
Oper. Res.
Shailendra Jain, M. Eric Johnson, Fereydoon Safai
1996 J jnl
Transp. Sci.
M. Eric Johnson, Margaret L. Brandeau
1994 J jnl
Transp. Sci.
M. Eric Johnson, Margaret L. Brandeau
1993 Misc conf
WSC
M. Eric Johnson, Joakim Kalvenes
1988 J jnl
Simul.
M. Eric Johnson, Jacob P. Poorte
redb/extractors/macho_extractors/macho_imports.py
← Index redb/extractors/macho_extractors/macho_imports.py python
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 MachOImport


class MachOImportExtractor(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_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_imports(self, arch_name=None):
        """Extract import information from the MachO binary for a specific architecture.

        Handles machofile v2026.2.4+ API where get_imported_functions() returns:
        Dict[str, List[Dict]] where each dict has {'name': str, 'sources': [str, ...]}
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get imported functions using API for specific architecture
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            if not imported_functions:
                return None

            # Keep the library→functions mapping (like PE does)
            library_names = []
            imports_with_mapping = []  # List of {library: [(name, source), ...]}

            for dylib_name, functions in imported_functions.items():
                # v2026.2.4+: dylib_name is already str, but handle bytes for compatibility
                if isinstance(dylib_name, bytes):
                    dylib_name = dylib_name.decode('utf-8', errors='replace')
                library_names.append(dylib_name)

                # Process function entries
                func_list = []
                for func_entry in functions:
                    # v2026.2.4+: func_entry is {'name': str, 'sources': [str, ...]}
                    if isinstance(func_entry, dict):
                        func_name = func_entry.get('name', '')
                        # Join sources if multiple, take first if single
                        sources = func_entry.get('sources', [])
                        import_source = sources[0] if sources else None
                        func_list.append((func_name, import_source))
                    else:
                        # Legacy format: func_entry is str or bytes
                        if isinstance(func_entry, bytes):
                            func_entry = func_entry.decode('utf-8', errors='replace')
                        func_list.append((func_entry, None))

                imports_with_mapping.append({dylib_name: func_list})

            # Count total functions
            total_functions = sum(len(list(d.values())[0]) for d in imports_with_mapping)

            # Create import dataclass with mapping preserved
            macho_import = MachOImport(
                macho_imports_total=total_functions,
                macho_import_libraryName=library_names if library_names else None,
                macho_import_functions=imports_with_mapping if imports_with_mapping else None
            )

            return macho_import

        except Exception as e:
            self.log.error(f"Error extracting MachO imports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of imports for each architecture
                results = []
                for arch_name in architectures:
                    imports = self._extract_imports(arch_name)
                    if imports:
                        imports.arch_identifier = arch_name
                        results.append(imports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_imports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO imports: {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

            # Flatten the data - one row per function import (like PE imports)
            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 imports for this architecture
                macho_import = self._extract_imports(arch_name)
                if not macho_import or not macho_import.macho_import_functions:
                    continue

                # Flatten to one row per (library, function) pair
                for lib_funcs in macho_import.macho_import_functions:
                    for lib, funcs in lib_funcs.items():
                        for func_name, import_source in funcs:
                            data.append([
                                arch_sha256,        # sha256 (arch-specific)
                                lib,                # library_name
                                func_name,          # function_name
                                import_source,      # import_source (chained_fixups, bind_opcodes, symtab)
                                current_time,       # analysis_date
                            ])

            column_names = [
                'sha256',
                'library_name', 'function_name', 'import_source',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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