Nadia Alshahwan

32 papers A* 3A 8B 1Journal 8Unranked 11
YearRankTypeTitle / Venue / Authors
2024 conf
InteNSE
Nadia Alshahwan, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
2024 J jnl
CoRR
Nadia Alshahwan, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
2024 conf
SIGSOFT FSE Companion
Nadia Alshahwan, Jubin Chheda, Anastasia Finogenova, Beliz Gokkaya, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
2024 J jnl
CoRR
Nadia Alshahwan, Jubin Chheda, Anastasia Finogenova, Beliz Gokkaya, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
2024 conf
ICSE-SEIP
Nadia Alshahwan, Arianna Blasi, Kinga Bojarczuk, Andrea Ciancone, Natalija Gucevska, Mark Harman, Michal Królikowski, Rubmary Rojas, Dragos Martac, Simon Schellaert, Kate Ustiuzhanina, Inna Harper, Yue Jia, Will Lewis
2024 J jnl
CoRR
Nadia Alshahwan, Arianna Blasi, Kinga Bojarczuk, Andrea Ciancone, Natalija Gucevska, Mark Harman, Simon Schellaert, Inna Harper, Yue Jia, Michal Królikowski, Will Lewis, Dragos Martac, Rubmary Rojas, Kate Ustiuzhanina
2024 conf
SIGSOFT FSE Companion
Nadia Alshahwan, Mark Harman, Alexandru Marginean, Rotem Tal, Eddy Wang
2024 J jnl
CoRR
Nadia Alshahwan, Mark Harman, Alexandru Marginean, Rotem Tal, Eddy Wang
2023 A conf
ICST
Nadia Alshahwan, Mark Harman, Alexandru Marginean
2020 J jnl
Entropy
Nadia Alshahwan, Earl T. Barr, David Clark, George Danezis, Héctor D. Menéndez
2019 conf
GI@ICSE
Nadia Alshahwan
2019 A conf
ISSTA
Nadia Alshahwan, Andrea Ciancone, Mark Harman, Yue Jia, Ke Mao, Alexandru Marginean, Alexander Mols, Hila Peleg, Federica Sarro, Ilya Zorin
2018 B conf
SSBSE
Nadia Alshahwan, Xinbo Gao, Mark Harman, Yue Jia, Ke Mao, Alexander Mols, Taijin Tei, Ilya Zorin
2015 J jnl
Softw. Test. Verification Reliab.
Daniel Di Nardo, Nadia Alshahwan, Lionel C. Briand, Yvan Labiche
2015 J jnl
CoRR
Nadia Alshahwan, Earl T. Barr, David Clark, George Danezis
2015 conf
ICST Workshops
Nadia Alshahwan, Michael Felderer, Rudolf Ramler
2014 A conf
ISSTA
Dennis Appelt, Cu Duy Nguyen, Lionel C. Briand, Nadia Alshahwan
2014 A conf
ISSTA
Nadia Alshahwan, Mark Harman
2014 conf
ICST Workshops
Nadia Alshahwan, Michael Felderer, Gregory M. Kapfhammer
2013 conf
FITTEST@ICTSS
Dennis Appelt, Nadia Alshahwan, Lionel C. Briand
2013 A conf
ICST
Daniel Di Nardo, Nadia Alshahwan, Lionel C. Briand, Yvan Labiche
2013 A* conf
ASE
Daniel Di Nardo, Nadia Alshahwan, Lionel C. Briand, Elizabeta Fourneret, Tomislav Nakic-Alfirevic, Vincent Masquelier
2013 conf
ICST Workshops
Michael Felderer, Sigrid Eldh, Vladimir Entin, Nadia Alshahwan
2012 A* conf
ICSE
Nadia Alshahwan, Mark Harman
2012 A conf
ICST
Nadia Alshahwan, Mark Harman, Alessandro Marchetto, Roberto Tiella, Paolo Tonella
2012 A conf
ISSTA
Nadia Alshahwan, Mark Harman
2012
Nadia Alshahwan
2011 A* conf
ASE
Nadia Alshahwan, Mark Harman
2011 J jnl
Int. J. Softw. Tools Technol. Transf.
Alessandro Marchetto, Roberto Tiella, Paolo Tonella, Nadia Alshahwan, Mark Harman
2010 conf
Practical Software Testing: Tool Automation and Human Factors
Nadia Alshahwan, Yue Jia, Kiran Lakhotia, Gordon Fraser, David Shuler, Paolo Tonella
2009 conf
WSE
Nadia Alshahwan, Mark Harman, Alessandro Marchetto, Paolo Tonella
2008 A conf
ICST
Mark Harman, Nadia Alshahwan
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
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 MachOSegment


class MachOSegmentExtractor(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_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

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

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

                except Exception as e:
                    self.log.warning(
                        f'Unable to process segment "{segment.get("segname", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                    )
                    continue

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return segments

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return segments

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {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:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    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

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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