Raffaella Guida

81 papers C 43Journal 26Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
João E. Pereira-Pires, Juan Guerra-Hernández, João M. N. Silva, José M. Fonseca, Raffaella Guida, André Mora
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Al Adil Al Hinai, Raffaella Guida
2024 C conf
IGARSS
Ioannis Papoudos, Raffaella Guida, Maximilian Rodger, Pasquale Iervolino
2024 conf
ICE/ITMC
João E. Pereira-Pires, Pedro Barreira, João M. N. Silva, José Manuel Fonseca, Raffaella Guida, André Mora
2024 C conf
IGARSS
João E. Pereira-Pires, Juan Guerra-Hernández, João M. N. Silva, José M. Fonseca, Raffaella Guida, André Mora
2024 conf
DoCEIS
João E. Pereira-Pires, André Mora, Raffaella Guida, José Manuel Fonseca, João M. N. Silva, Pedro Barreira
2024 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2024 C conf
IGARSS
Raffaella Guida, Maximilian Rodger, Vickram Bissonauth, Nitish Ragoomundun, Ziyaad Soreefan, Pawan Hurnath, Ahmed Elseoud, Mary Matthews
2024 C conf
IGARSS
Al Adil Al Hinai, Raffaella Guida
2023 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2023 C conf
IGARSS
João E. Pereira-Pires, João M. N. Silva, José M. Fonseca, André Mora, Raffaella Guida
2023 C conf
IGARSS
João E. Pereira-Pires, João M. N. Silva, José M. Fonseca, Raffaella Guida, André Mora
2023 C conf
IGARSS
Raffaella Guida, Maximilian Rodger, Vickram Bissonauth, Ziyaad Soreefan, Pawan Hurnath, Mary Matthews, Ahmed Elseoud
2023 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2023 C conf
IGARSS
Al Adil Al Hinai, Raffaella Guida
2022 J jnl
Remote. Sens.
Elena Grosso, Raffaella Guida
2022 C conf
IGARSS
Oualid Yahia, Moussa Sofiane Karoui, Raffaella Guida
2022 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2021 C conf
IGARSS
Oualid Yahia, Moussa Sofiane Karoui, Raffaella Guida
2021 conf
CSEDU (2)
Tak Wing Li, Raffaella Guida
2021 J jnl
Remote. Sens.
Maximilian Rodger, Raffaella Guida
2021 C conf
IGARSS
Maximilian Rodger, Raffaella Guida, Tobias Reinicke, Simon Tucker, Anthony Baker
2021 J jnl
Remote. Sens.
Donato Amitrano, Gerardo Di Martino, Raffaella Guida, Pasquale Iervolino, Antonio Iodice, Maria Nicolina Papa, Daniele Riccio, Giuseppe Ruello
2021 J jnl
IEEE Trans. Geosci. Remote. Sens.
Donato Amitrano, Raffaella Guida, Pasquale Iervolino
2021 J jnl
Sensors
Oualid Yahia, Raffaella Guida, Pasquale Iervolino
2021 J jnl
IEEE Trans. Geosci. Remote. Sens.
Donato Amitrano, Raffaella Guida, Pasquale Iervolino
2021 J jnl
Remote. Sens.
Lucinda S. King, Martin Unwin, Jonathan Rawlinson, Raffaella Guida, Craig Underwood
2021 C conf
IGARSS
Lucinda S. King, Martin Unwin, Jonathan Rawlinson, Raffaella Guida, Craig Underwood
2020 C conf
IGARSS
Elena Grosso, Raffaella Guida
2020 C conf
IGARSS
Raffaella Guida, Donato Amitrano, Pasquale Iervolino, Lorraine Jenney, Louise Wright
2020 C conf
IGARSS
Lucinda S. King, Martin Unwin, Jonathan Rawlinson, Raffaella Guida, Craig Underwood
2020 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lucinda S. King, Martin Unwin, Jonathan Rawlinson, Raffaella Guida, Craig Underwood
2020 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2019 C conf
IGARSS
Pasquale Iervolino, Alessandro Coppola, Raffaella Guida, Daniele Riccio
2019 J jnl
Remote. Sens.
Abdelhakim Benoudjit, Raffaella Guida
2019 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pasquale Iervolino, Raffaella Guida, Daniele Riccio, Raffaele Rea
2019 C conf
IGARSS
Maximilian Rodger, Raffaella Guida
2019 C conf
IGARSS
Francesca Cecinati, Donato Amitrano, Lemia Benevides Leoncio, Elvis Walugendo, Raffaella Guida, Pasquale Iervolino, Sukumar Natarajan
2019 J jnl
Remote. Sens.
Donato Amitrano, Raffaella Guida, Gerardo Di Martino, Antonio Iodice
2019 C conf
IGARSS
Donato Amitrano, Raffaella Guida, Pasquale Iervolino
2019 J jnl
Remote. Sens.
Donato Amitrano, Raffaella Guida, Domenico A. G. Dell'Aglio, Gerardo Di Martino, Diego Di Martire, Antonio Iodice, Mario Costantini, Fabio Malvarosa, Federico Minati
2019 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Donato Amitrano, Raffaella Guida, Giuseppe Ruello
2019 C conf
IGARSS
Pasquale Iervolino, Raffaella Guida, Donato Amitrano, Armando Marino
2018 conf
RTSI
Abdelhakim Benoudjit, Raffaella Guida
2018 conf
RTSI
Lotfi Achiri, Raffaella Guida, Pasquale Iervolino
2018 C conf
IGARSS
Salvatore Savastano, Raffaella Guida
2018 C conf
IGARSS
Oualid Yahia, Raffaella Guida, Pasquale Iervolino
2017 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pasquale Iervolino, Raffaella Guida
2017 conf
RTSI
Abdelhakim Benoudjit, Raffaella Guida
2017 C conf
IGARSS
Pasquale Iervolino, Raffaella Guida, Parivash Lumsdon, Jürgen Janoth, Melanie Clift, Andrea Minchella, Paolo Bianco
2016 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pasquale Iervolino, Raffaella Guida, Philip Whittaker
2015 C conf
IGARSS
Pasquale Iervolino, Raffaella Guida, Philip Whittaker
2015 J jnl
IEEE Trans. Geosci. Remote. Sens.
Pasquale Iervolino, Raffaella Guida, Antonio Iodice, Daniele Riccio
2015 C conf
IGARSS
Salvatore Savastano, Raffaella Guida
2015 C conf
IGARSS
Raffaella Guida, Javier Marcello, Francisco Eugenio-Gonzalez
2015 C conf
IGARSS
Raffaella Guida, Vasillis Fotias
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Salman S. Khan, Raffaella Guida
2014 C conf
IGARSS
Salman S. Khan, Anthony Paul Doulgeris, Salvatore Savastano, Raffaella Guida
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Salman S. Khan, Raffaella Guida
2014 C conf
IGARSS
Pasquale Iervolino, Raffaella Guida, Philip Whittaker
2013 J jnl
IEEE Trans. Geosci. Remote. Sens.
Peter T. B. Brett, Raffaella Guida
2013 C conf
IGARSS
Pasquale Iervolino, Raffaella Guida, Philip Whittaker
2013 C conf
IGARSS
Raffaella Guida, Peter T. B. Brett, Salman S. Khan
2013 C conf
IGARSS
Salman S. Khan, Raffaella Guida
2012 C conf
IGARSS
Raffaella Guida, Antonio Natale, Rachel Bird, Philip Whittaker, Martin Cohen, David Hall
2012 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Salman S. Khan, Raffaella Guida
2012 C conf
IGARSS
Salman S. Khan, Raffaella Guida
2011 conf
JURSE
Raffaella Guida, Peter T. B. Brett
2011 conf
JURSE
Pasquale Iervolino, Vincenzo Diessa, Antonio Iodice, Antonio Ricciardi, Daniele Riccio, Raffaella Guida
2011 conf
JURSE
Peter T. B. Brett, Raffaella Guida
2011 conf
JURSE
Salman S. Khan, Raffaella Guida
2010 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaella Guida, Antonio Iodice, Daniele Riccio
2010 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaella Guida, Antonio Iodice, Daniele Riccio
2010 C conf
IGARSS
Raffaella Guida
2010 C conf
IGARSS
Raffaella Guida, Antonio Iodice, Daniele Riccio
2009 conf
IGARSS (5)
Raffaella Guida, Antonio Iodice, Daniele Riccio
2008 conf
IGARSS (1)
Giorgio Franceschetti, Raffaella Guida, Antonio Iodice, Daniele Riccio
2008 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Raffaella Guida, Antonio Iodice, Daniele Riccio, Uwe Stilla
2007 C conf
IGARSS
Giorgio Franceschetti, Raffaella Guida, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Uwe Stilla
2004 J jnl
IEEE Trans. Geosci. Remote. Sens.
Giorgio Franceschetti, Raffaella Guida, Antonio Iodice, Daniele Riccio, Giuseppe Ruello
2004 C conf
IGARSS
Giorgio Franceschetti, Raffaella Guida, Antonio Iodice, Daniele Riccio, Giuseppe Ruello
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"