Ha Tran

19 papers B 4Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
2025 J jnl
CoRR
Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
2024 B conf
GLOBECOM
Suresh Singh, Thanh Le, Ha Tran
2023 B conf
GLOBECOM
Suresh Singh, Ha Tran, Thanh Le
2023 conf
ICC
Suresh Singh, Ha Tran, Thanh Le
2023 J jnl
CoRR
Ji Hun Wang, Jeremy Irvin, Beri Kohen Behar, Ha Tran, Raghav Samavedam, Quentin Hsu, Andrew Y. Ng
2022 conf
ICC
Thanh Le, Ha Tran, Suresh Singh
2021 conf
ICC Workshops
Ha Tran, Thanh Le, Suresh Singh
2020 B conf
WCNC
Suresh Singh, Thanh Le, Ha Tran
2020 conf
EMBC
Lahiru Laminda Abeysekara, Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
2020 conf
EMBC
Ha Tran, Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2020 J jnl
Remote. Sens.
Ha Tran, Kourosh Khoshelham
2019 conf
EMBC
Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
2019 B conf
GLOBECOM
Suresh Singh, Ha Tran, Thanh Le
2019 J jnl
J. Comput. Civ. Eng.
Ha Tran, Kourosh Khoshelham, Allison Kealy, Lucía Díaz-Vilariño
2018 conf
EMBC
Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
2017 conf
ICBRA
Ha Tran, Pubudu N. Pathirana, Aruna Seneviratne
2005 J jnl
CoRR
Marcin Czenko, Ha Tran, Jeroen Doumen, Sandro Etalle, Pieter H. Hartel, Jerry den Hartog
2005 conf
STM
Marcin Czenko, Ha Tran, Jeroen Doumen, Sandro Etalle, Pieter H. Hartel, Jerry den Hartog
redb/extractors/macho_extractors/macho_exports.py
← Index redb/extractors/macho_extractors/macho_exports.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 MachOExport


class MachOExportExtractor(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_exports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_exports(self, arch_name=None):
        """Extract export information from the MachO binary for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get exported symbols using new API for specific architecture
            exported_symbols = self.macho.get_exported_symbols(arch=arch_name)

            # Extract all exported symbols (may be empty for some binaries)
            # Handle None or empty dict
            if not exported_symbols:
                exported_symbols = {}
            all_symbols = []
            for dylib_name, symbols in exported_symbols.items():
                # Process symbol names
                for symbol in symbols:
                    if isinstance(symbol, bytes):
                        symbol = symbol.decode('utf-8', errors='replace')
                    all_symbols.append(symbol)

            # Create export dataclass
            macho_export = MachOExport(
                macho_exports_total=len(all_symbols),
                macho_export_symbols=all_symbols  # Empty list is fine, but None is not allowed for Array type
            )

            return macho_export

        except Exception as e:
            self.log.error(f"Error extracting MachO exports 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 exports for each architecture
                results = []
                for arch_name in architectures:
                    exports = self._extract_exports(arch_name)
                    if exports:
                        exports.arch_identifier = arch_name
                        results.append(exports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_exports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO exports: {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 exports for this architecture
                macho_export = self._extract_exports(arch_name)
                if not macho_export:
                    continue

                data.append([
                    arch_sha256,                          # sha256 (arch-specific)
                    macho_export.macho_exports_total,     # macho_exports_total
                    macho_export.macho_export_symbols,    # macho_export_symbols (keep as array!)
                    current_time,                         # analysis_date
                ])

            column_names = [
                'sha256',
                'macho_exports_total', 'macho_export_symbols',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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