Radhika Garg

34 papers A* 5B 2C 2Misc 1Journal 11Unranked 12
YearRankTypeTitle / Venue / Authors
2023 A* conf
CHI
Hanieh Shakeri, Denise Y. Geiskkovitch, Radhika Garg, Carman Neustaedter
2022 A* conf
CHI
Christina N. Harrington, Radhika Garg, Amanda T. Woodward, Dimitri Williams
2022 J jnl
ACM Trans. Comput. Hum. Interact.
Radhika Garg, Hua Cui
2022 A* conf
CHI
Radhika Garg
2022 A* conf
CHI
Radhika Garg, Hua Cui, Spencer Seligson, Bo Zhang, Martin Porcheron, Leigh Clark, Benjamin R. Cowan, Erin Beneteau
2021 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg
2021 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg, Hua Cui, Yash Kapadia
2021 Misc conf
IDC
Radhika Garg
2021 conf
CSCW Companion
Citational Justice Collective, Gabriela Molina León, Lynn Kirabo, Marisol Wong-Villacres, Naveena Karusala, Neha Kumar, Nicola J. Bidwell, Pedro Reynolds-Cuéllar, Pranjal Protim Borah, Radhika Garg, Sushil K. Oswal, Tya S. Chuanromanee, Vishal Sharma
2021 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg
2021 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg
2021 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg, Yash Kapadia, Subhasree Sengupta
2021 conf
CSCW Companion
Radhika Garg, Martin Porcheron, Leigh Clark, Benjamin R. Cowan, Asbjørn Følstad, Bo Zhang, Jeni Paay, Ewa Luger
2020 A* conf
CHI
Radhika Garg, Subhasree Sengupta
2020 J jnl
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Radhika Garg, Subhasree Sengupta
2019 J jnl
Proc. ACM Hum. Comput. Interact.
Radhika Garg, Subhasree Sengupta
2019 conf
INTERACT (4)
Radhika Garg
2019 conf
IUI Workshops
Radhika Garg, Christopher Moreno
2019 conf
iConference
Radhika Garg, Jenna Kim
2019 conf
IUI Workshops
Subhasree Sengupta, Radhika Garg
2019 C conf
PDP
Radhika Garg, Szilvia Varadi, Attila Kertész
2019 J jnl
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Radhika Garg, Christopher Moreno
2018 conf
CHI Extended Abstracts
Radhika Garg, Jenna Kim
2018 J jnl
First Monday
Radhika Garg
2016 conf
CLOSER (1)
Radhika Garg, Marc Heimgartner, Burkhard Stiller
2016 conf
FiCloud Workshops
Eszter E. Kalmar, Attila Kertész, Szilvia Varadi, Radhika Garg, Burkhard Stiller
2016
Radhika Garg
2016 conf
CLOSER (Selected Papers)
Radhika Garg, Marc Heimgartner, Burkhard Stiller
2015 B conf
CLOUD
Radhika Garg, Burkhard Stiller
2015 C conf
CLOSER
Radhika Garg, Burkhard Stiller
2015 conf
RELAW
Radhika Garg, Bram Naudts, Sofie Verbrugge, Burkhard Stiller
2014 B conf
CNSM
Radhika Garg, Burkhard Stiller
2014 J jnl
Prax. Inf.verarb. Kommun.
Radhika Garg, Corinna Schmitt, Burkhard Stiller
2014 conf
AIMS
Radhika Garg, Burkhard Stiller
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"