Chandan Kumar

37 papers A* 2B 8C 1Misc 2Journal 5Unranked 19
YearRankTypeTitle / Venue / Authors
2026 conf
CHI Extended Abstracts
Bhupender Kumar Saini, Chandan Kumar, Kathrin Pollmann, Janina Bierkandt, Doris Janssen, Christian Knecht, Nora Fronemann
2025 J jnl
ACM Trans. Web
Raphael Menges, Steffen Staab, Christoph Schaefer, Tina Walber, Chandan Kumar
2024 conf
CHI Extended Abstracts
Chandan Kumar, Bhupender Kumar Saini, Steffen Staab
2024 conf
CHI Extended Abstracts
Andreas Schuller, Doris Janssen, Julian Blumenröther, Theresa Maria Probst, Michael Schmidt, Chandan Kumar
2024 conf
CHI Extended Abstracts
Chandan Kumar, Eileen Wemmer, Apeksha Manoj Rahangdale, Astrid Marieke Rosenthal-von der Pütten
2022 B conf
ICMI
Ramin Hedeshy, Chandan Kumar, Mike Lauer, Steffen Staab
2021 A* conf
CHI
Ramin Hedeshy, Chandan Kumar, Raphael Menges, Steffen Staab
2020 conf
ETRA Short Papers
Raphael Menges, Sophia Kramer, Stefan Hill, Marius Nisslmueller, Chandan Kumar, Steffen Staab
2020 conf
ETRA Adjunct
Ramin Hedeshy, Chandan Kumar, Raphael Menges, Steffen Staab
2020 A* conf
CHI
Chandan Kumar, Ramin Hedeshy, I. Scott MacKenzie, Steffen Staab
2019 B conf
ETRA
Korok Sengupta, Raphael Menges, Chandan Kumar, Steffen Staab
2019 J jnl
ACM Trans. Comput. Hum. Interact.
Raphael Menges, Chandan Kumar, Steffen Staab
2019 B conf
ICMI
Chandan Kumar, Daniyal Akbari, Raphael Menges, I. Scott MacKenzie, Steffen Staab
2018 B conf
ETRA
Raphael Menges, Hanadi Tamimi, Chandan Kumar, Tina Walber, Christoph Schaefer, Steffen Staab
2018 B conf
ETRA
Raphael Menges, Hanadi Tamimi, Chandan Kumar, Tina Walber, Christoph Schaefer, Steffen Staab
2018 B conf
ETRA
Korok Sengupta, Min Ke, Raphael Menges, Chandan Kumar, Steffen Staab
2017 B conf
CBMS
Korok Sengupta, Jun Sun, Raphael Menges, Chandan Kumar, Steffen Staab
2017 J jnl
CoRR
Korok Sengupta, Jun Sun, Raphael Menges, Chandan Kumar, Steffen Staab
2017 B conf
CBMS
Chandan Kumar, Raphael Menges, Steffen Staab
2017 conf
WWW (Companion Volume)
Chandan Kumar, Raphael Menges, Daniel Müller, Steffen Staab
2017 conf
IUI Companion
Korok Sengupta, Raphael Menges, Chandan Kumar, Steffen Staab
2017 conf
W4A
Raphael Menges, Chandan Kumar, Daniel Müller, Korok Sengupta
2016 J jnl
IEEE Multim.
Chandan Kumar, Raphael Menges, Steffen Staab
2016 Misc conf
NordiCHI
Raphael Menges, Chandan Kumar, Korok Sengupta, Steffen Staab
2015 J jnl
ISPRS Int. J. Geo Inf.
Chandan Kumar, Wilko Heuten, Susanne Boll
2014 conf
MobiWIS
Chandan Kumar, Sebastian Barton, Wilko Heuten, Susanne Boll
2014 conf
WI-IAT (1)
Chandan Kumar, Uwe Gruenefeld, Wilko Heuten, Susanne Boll
2013 conf
I-KNOW
Chandan Kumar, Wilko Heuten, Susanne Boll
2013 conf
MapInteract
Chandan Kumar, Benjamin Poppinga, Daniel Haeuser, Wilko Heuten, Susanne Boll
2013 conf
GIR
Chandan Kumar, Susanne Boll
2013 conf
GIR
Chandan Kumar, Wilko Heuten, Susanne Boll
2013 conf
UbiComp (Adjunct Publication)
Chandan Kumar, Benjamin Poppinga, Daniel Haeuser, Wilko Heuten, Susanne Boll
2013 conf
EuroHCIR
Chandan Kumar, Dirk Ahlers, Wilko Heuten, Susanne Boll
2013 conf
CD-ARES
Chandan Kumar, Wilko Heuten, Susanne Boll
2009 Misc conf
SAC
Chandan Kumar, Prasad Pingali, Vasudeva Varma
2009 C conf
CICLing
Chandan Kumar, Prasad Pingali, Vasudeva Varma
2008 conf
Web Intelligence/IAT Workshops
Chandan Kumar, Prasad Pingali, Vasudeva Varma
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"