Camilla Fioravanti

25 papers C 3Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Syst. Control. Lett.
Camilla Fioravanti, Andrea Gasparri, Stefano Panzieri, Gabriele Oliva
2025 J jnl
IEEE Control. Syst. Lett.
Gabriele Oliva, Camilla Fioravanti, Evagoras Makridis, Themistoklis Charalambous
2025 conf
ECC
Camilla Fioravanti, Ernesto Del Prete, Christoforos N. Hadjicostis, Gabriele Oliva
2025 conf
MED
Camilla Fioravanti, Ernesto Del Prete, Roberto Setola
2024 J jnl
IEEE Control. Syst. Lett.
Evagoras Makridis, Camilla Fioravanti, Gabriele Oliva, Maria Vrakopoulou, Themistoklis Charalambous
2024 J jnl
IEEE Access
Mohamed Faisal Elrawy, Camilla Fioravanti, Gabriele Oliva, Maria K. Michael, Roberto Setola
2024 J jnl
Syst. Control. Lett.
Camilla Fioravanti, Luca Faramondi, Gabriele Oliva, Christoforos N. Hadjicostis
2024 conf
MED
Giulia Di Berto Mancini, Camilla Fioravanti, Marco Sacchetti, Gabriele Oliva, Roberto Setola
2024 conf
ECC
Camilla Fioravanti, Andrea Gasparri, Gabriele Oliva
2024 J jnl
IEEE Trans. Autom. Control.
Camilla Fioravanti, Evagoras Makridis, Gabriele Oliva, Maria Vrakopoulou, Themistoklis Charalambous
2024 J jnl
CoRR
Camilla Fioravanti, Evagoras Makridis, Gabriele Oliva, Maria Vrakopoulou, Themistoklis Charalambous
2024 C conf
CRITIS
Antonio Scala, Camilla Fioravanti, Gabriele Oliva
2024 J jnl
IEEE Control. Syst. Lett.
Camilla Fioravanti, Stefano Panzieri, Gabriele Oliva
2023 conf
MED
Martina Nobili, Camilla Fioravanti, Simone Guarino, Silvia Maria Ansaldi, Maria Francesca Milazzo, Paolo A. Bragatto, Roberto Setola
2023 J jnl
Autom.
Camilla Fioravanti, Stefano Panzieri, Gabriele Oliva
2023 C conf
ACC
Valeria Bonagura, Camilla Fioravanti, Gabriele Oliva, Stefano Panzieri
2023 J jnl
Syst. Control. Lett.
Camilla Fioravanti, Gabriele Oliva, Christoforos N. Hadjicostis
2022 C conf
ACC
Camilla Fioravanti, Gabriele Oliva, Stefano Panzieri, Christoforos N. Hadjicostis
2022 conf
MED
Camilla Fioravanti, Gabriele Oliva, Stefano Panzieri
2022 conf
MED
Camilla Fioravanti, Gabriele Oliva, Stefano Panzieri
2022 conf
MED
Camilla Fioravanti, Gabriele Oliva, Stefano Panzieri, Christoforos N. Hadjicostis
2022 conf
ECC
Camilla Fioravanti, Gabriele Oliva
2020 conf
MIPRO
Luca Faramondi, Paolo A. Bragatto, Camilla Fioravanti, Maria Grazia Gnoni, Simone Guarino, Roberto Setola
2020 conf
MetroInd4.0&IoT
Giacomo Assenza, Camilla Fioravanti, Simone Guarino, Valerio Petrassi
2019 conf
MetroInd4.0&IoT
Luca Faramondi, Paolo A. Bragatto, Camilla Fioravanti, Maria Grazia Gnoni, Simone Guarino, Roberto Setola
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"