Nemanja Deric

19 papers A 3B 3Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2023
Nemanja Deric
2021 conf
ANCS
Dominik Scholz, Hasanin Harkous, Sebastian Gallenmüller, Henning Stubbe, Max Helm, Benedikt Jaeger, Nemanja Deric, Endri Goshi, Zikai Zhou, Wolfgang Kellerer, Georg Carle
2021 A conf
ITC
Max Helm, Henning Stubbe, Dominik Scholz, Benedikt Jaeger, Sebastian Gallenmüller, Nemanja Deric, Endri Goshi, Hasanin Harkous, Zikai Zhou, Wolfgang Kellerer, Georg Carle
2021 conf
NoF
Saquib Amjad, Amir Varasteh, Nemanja Deric, Carmen Mas Machuca
2021 J jnl
IEEE Trans. Netw. Serv. Manag.
Nemanja Deric, Amir Varasteh, Amaury Van Bemten, Andreas Blenk, Wolfgang Kellerer
2020 A conf
CoNEXT
Amaury Van Bemten, Nemanja Deric, Amir Varasteh, Stefan Schmid, Carmen Mas Machuca, Andreas Blenk, Wolfgang Kellerer
2019 conf
NetSys
Nemanja Deric, Amir Varasteh, Arsany Basta, Andreas Blenk, Rastin Pries, Michael Jarschel, Wolfgang Kellerer
2019 conf
ANCS
Amaury Van Bemten, Nemanja Deric, Amir Varasteh, Andreas Blenk, Stefan Schmid, Wolfgang Kellerer
2019 A conf
CoNEXT
Amaury Van Bemten, Nemanja Deric, Johannes Zerwas, Andreas Blenk, Stefan Schmid, Wolfgang Kellerer
2019 J jnl
CoRR
Ermin Sakic, Nemanja Deric, Wolfgang Kellerer
2019 conf
ICC
Amir Varasteh, Sandra Hofmann, Nemanja Deric, Mu He, Dominic Schupke, Wolfgang Kellerer, Carmen Mas Machuca
2019 J jnl
CoRR
Amir Varasteh, Sandra Hofmann, Nemanja Deric, Mu He, Dominic Schupke, Wolfgang Kellerer, Carmen Mas Machuca
2019 conf
SIGCOMM Posters and Demos
Ermin Sakic, Cristian Bermudez Serna, Endri Goshi, Nemanja Deric, Wolfgang Kellerer
2019 B conf
GLOBECOM
Ermin Sakic, Nemanja Deric, Endri Goshi, Wolfgang Kellerer
2019 J jnl
CoRR
Ermin Sakic, Nemanja Deric, Endri Goshi, Wolfgang Kellerer
2019 conf
INFOCOM Workshops
Amir Varasteh, Sandra Hofmann, Nemanja Deric, Andreas Blenk, Dominic Schupke, Wolfgang Kellerer, Carmen Mas Machuca
2018 J jnl
IEEE J. Sel. Areas Commun.
Ermin Sakic, Nemanja Deric, Wolfgang Kellerer
2018 B conf
CNSM
Mu He, Arsany Basta, Andreas Blenk, Nemanja Deric, Wolfgang Kellerer
2018 B conf
CNSM
Nemanja Deric, Amir Varasteh, Arsany Basta, Andreas Blenk, Wolfgang Kellerer
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"