Raffaele Solimene

53 papers C 3Journal 46Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
IEEE Trans. Computational Imaging
Maria Antonia Maisto, Angela Dell'Aversano, Adriana Brancaccio, Ivan Russo, Raffaele Solimene
2024 J jnl
IEEE Access
Roberto Dima, Sandra Costanzo, Raffaele Solimene
2024 J jnl
IEEE Access
Maria Antonia Maisto, Mario Del Prete, Antonio Cuccaro, Raffaele Solimene
2024 J jnl
Sensors
Antonio Cuccaro, Angela Dell'Aversano, Bruno Basile, Maria Antonia Maisto, Raffaele Solimene
2024 J jnl
IEEE Geosci. Remote. Sens. Lett.
Mehdi Masoodi, Giuseppe Esposito, Gianluca Gennarelli, Maria Antonia Maisto, Francesco Soldovieri, Raffaele Solimene
2023 J jnl
Remote. Sens.
Maria Antonia Maisto, Chandan Bhat, Raffaele Solimene
2023 J jnl
IEEE Access
Sandra Costanzo, Antonio Cuccaro, Angela Dell'Aversano, Giovanni Buonanno, Raffaele Solimene
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Chandan Bhat, Maria Antonia Maisto, Uday K. Khankhoje, Raffaele Solimene
2022 J jnl
IEEE Access
Giovanni Leone, Fortuna Munno, Raffaele Solimene, Rocco Pierri
2022 J jnl
IEEE Access
Maria Antonia Maisto, Mario Del Prete, Giovanni Leone, Rocco Pierri, Raffaele Solimene
2022 J jnl
IEEE Geosci. Remote. Sens. Lett.
Maria Antonia Maisto, Rocco Pierri, Raffaele Solimene
2022 J jnl
IEEE Access
Giovanni Buonanno, Sandra Costanzo, Raffaele Solimene
2021 J jnl
IEEE Access
Maria Antonia Maisto, Giovanni Leone, Adriana Brancaccio, Raffaele Solimene
2021 J jnl
IEEE Trans. Computational Imaging
Karteekeya Sastry, Chandan Bhat, Raffaele Solimene, Uday K. Khankhoje
2021 J jnl
Sensors
Adriana Brancaccio, Giovanni Leone, Rocco Pierri, Raffaele Solimene
2021 J jnl
IEEE Access
Giovanni Buonanno, Raffaele Solimene
2021 J jnl
J. Imaging
Antonio Cuccaro, Angela Dell'Aversano, Giuseppe Ruvio, Jacinta E. Browne, Raffaele Solimene
2021 J jnl
Sensors
Maria Antonia Maisto, Mehdi Masoodi, Giovanni Leone, Raffaele Solimene, Rocco Pierri
2020 J jnl
Sensors
Giuseppe Ruvio, Raffaele Solimene, Antonio Cuccaro, Gaia Fiaschetti, Andrew J. Fagan, Seán Cournane, Jennie Cooke, Max J. Ammann, Jorge A. Tobon, Jacinta E. Browne
2019 J jnl
J. Imaging
Tushar Rajvanshi, Maria Antonia Maisto, Angela Dell'Aversano, Raffaele Solimene
2019 J jnl
IEEE Access
Angela Dell'Aversano, Andrea Natale, Antonio Cuccaro, Raffaele Solimene
2018 J jnl
IEEE Trans. Geosci. Remote. Sens.
Antonio Cuccaro, Raffaele Solimene
2017 J jnl
IEEE Trans. Biomed. Circuits Syst.
Mario R. Casu, Marco Vacca, Jorge A. Tobon, Azzurra Pulimeno, Imran Sarwar, Raffaele Solimene, Francesca Vipiana
2016 J jnl
IEEE Geosci. Remote. Sens. Lett.
Angela Dell'Aversano, Giovanni Leone, Franco Ciaramaglia, Raffaele Solimene
2016 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gianluca Gennarelli, Raffaele Solimene, Francesco Soldovieri, Moeness G. Amin
2015 conf
BioCAS
Daniele Jahier Pagliari, Azzurra Pulimeno, Marco Vacca, Jorge A. Tobon, Francesca Vipiana, Mario R. Casu, Raffaele Solimene, Luca P. Carloni
2015 conf
ApplePies
Azzurra Pulimeno, Marco Vacca, Mario R. Casu, Jorge A. Tobon, Francesca Vipiana, Daniele Jahier Pagliari, Raffaele Solimene, Luca P. Carloni
2015 J jnl
IEEE Geosci. Remote. Sens. Lett.
Gianluca Gennarelli, Moeness G. Amin, Francesco Soldovieri, Raffaele Solimene
2015 J jnl
IEEE Trans. Signal Process.
Domenico Ciuonzo, Gianmarco Romano, Raffaele Solimene
2014 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Raffaele Solimene, Antonietta D'Alterio, Gianluca Gennarelli, Francesco Soldovieri
2014 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raffaele Solimene, Antonio Cuccaro
2014 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Raffaele Solimene, Antonio Cuccaro, Angela Dell'Aversano, Ilaria Catapano, Francesco Soldovieri
2014 conf
SAM
Domenico Ciuonzo, Gianmarco Romano, Raffaele Solimene
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Gianluca Gennarelli, Giovanni Riccio, Raffaele Solimene, Francesco Soldovieri
2014 J jnl
IEEE Signal Process. Mag.
Raffaele Solimene, Ilaria Catapano, Gianluca Gennarelli, Antonio Cuccaro, Angela Dell'Aversano, Francesco Soldovieri
2014 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raffaele Solimene, Angela Dell'Aversano
2013 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raffaele Solimene, Giovanni Leone
2012 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raffaele Solimene, Fauzia Ahmad, Francesco Soldovieri
2012 conf
TyWRRS
Adriana Brancaccio, Giovanni Leone, Raffaele Solimene
2012 J jnl
IEEE Trans. Instrum. Meas.
Francesco Soldovieri, Raffaele Solimene, Fauzia Ahmad
2011 J jnl
IEEE Trans. Instrum. Meas.
Francesco Soldovieri, Raffaele Solimene, Lorenzo Lo Monte, Massimo Bavusi, Antonio Loperte
2011 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaele Solimene, Rosario Di Napoli, Francesco Soldovieri, Rocco Pierri
2011 J jnl
IEEE Geosci. Remote. Sens. Lett.
Francesco Soldovieri, Fauzia Ahmad, Raffaele Solimene
2010 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaele Solimene, Aniello Buonanno, Francesco Soldovieri, Rocco Pierri
2009 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaele Solimene, Francesco Soldovieri, Giancarlo Prisco, Rocco Pierri
2008 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaele Solimene, Francesco Soldovieri, Giancarlo Prisco
2008 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raffaele Solimene, Aniello Buonanno, Rocco Pierri
2007 J jnl
IEEE Trans. Geosci. Remote. Sens.
Francesco Soldovieri, Raffaele Solimene, Adriana Brancaccio, Rocco Pierri
2007 C conf
IGARSS
Raffaele Solimene, Aniello Buonanno, Rocco Pierri, Giovanni Leone
2007 C conf
IGARSS
Raffaella Barresi, Giovanni Leone, Raffaele Solimene
2007 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raffaele Solimene, Francesco Soldovieri, Giancarlo Prisco, Rocco Pierri
2007 J jnl
IEEE Geosci. Remote. Sens. Lett.
Francesco Soldovieri, Raffaele Solimene
2003 C conf
IGARSS
Giovanni Leone, Raffaele Solimene, Rocco Pierri
redb/extractors/elf_extractors/elf_sections.py
← Index redb/extractors/elf_extractors/elf_sections.py python
import inspect
import hashlib
import math
from collections import Counter
from datetime import datetime, timezone
from typing import Any, List, Dict

from elftools.elf.elffile import ELFFile
from elftools.common.exceptions import ELFError

from redb.extractors.enum import Tag
from redb.extractors.elf_extractor import ELFExtractor
from redb.models.dataclasses import ELFSection


class ELFSectionExtractor(ELFExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        elf=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            elf,
        )
        self.elf_sections = []
        self.elastic_index = self.index_prefix + "-elf_sections"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _calculate_entropy(self, data: bytes) -> float:
        """Calculate Shannon entropy of data."""
        if not data:
            return 0.0

        try:
            # Count frequency of each byte
            byte_counts = Counter(data)
            data_len = len(data)

            # Calculate entropy
            entropy = 0.0
            for count in byte_counts.values():
                if count > 0:
                    frequency = count / data_len
                    entropy -= frequency * math.log2(frequency)

            return entropy
        except Exception as e:
            self.log.error(f"Error calculating entropy: {e}")
            return 0.0

    def _map_section_type(self, sh_type_str: str) -> int:
        """Map section type string to enum value."""
        type_map = {
            'SHT_NULL': 0,
            'SHT_PROGBITS': 1,
            'SHT_SYMTAB': 2,
            'SHT_STRTAB': 3,
            'SHT_RELA': 4,
            'SHT_HASH': 5,
            'SHT_DYNAMIC': 6,
            'SHT_NOTE': 7,
            'SHT_NOBITS': 8,
            'SHT_REL': 9,
            'SHT_DYNSYM': 11
        }
        return type_map.get(sh_type_str, 0)

    def _decode_section_flags(self, flags: int) -> List[str]:
        """Decode section flags to human-readable strings."""
        flag_strings = []

        # Common ELF section flags
        if flags & 0x1:  # SHF_WRITE
            flag_strings.append('WRITE')
        if flags & 0x2:  # SHF_ALLOC
            flag_strings.append('ALLOC')
        if flags & 0x4:  # SHF_EXECINSTR
            flag_strings.append('EXECINSTR')
        if flags & 0x10:  # SHF_MERGE
            flag_strings.append('MERGE')
        if flags & 0x20:  # SHF_STRINGS
            flag_strings.append('STRINGS')
        if flags & 0x40:  # SHF_INFO_LINK
            flag_strings.append('INFO_LINK')
        if flags & 0x80:  # SHF_LINK_ORDER
            flag_strings.append('LINK_ORDER')
        if flags & 0x100:  # SHF_OS_NONCONFORMING
            flag_strings.append('OS_NONCONFORMING')
        if flags & 0x200:  # SHF_GROUP
            flag_strings.append('GROUP')
        if flags & 0x400:  # SHF_TLS
            flag_strings.append('TLS')

        return flag_strings if flag_strings else ['NONE']

    def _extract_section_data(self, section) -> Dict:
        """Extract data from a single section."""
        try:
            header = section.header

            # Get section name (handle empty names)
            section_name = section.name if section.name else f"<unnamed_{section.header.get('sh_name', 0)}>"

            # Get section type and map to enum
            sh_type_str = header.get('sh_type', 'SHT_NULL')
            section_type_enum = self._map_section_type(sh_type_str)
            section_type_str = sh_type_str.replace('SHT_', '') if sh_type_str.startswith('SHT_') else sh_type_str

            # Get section properties
            section_flags = header.get('sh_flags', 0)
            section_flags_str = self._decode_section_flags(section_flags)
            section_addr = header.get('sh_addr', 0)
            section_offset = header.get('sh_offset', 0)
            section_size = header.get('sh_size', 0)
            section_link = header.get('sh_link', 0)
            section_info = header.get('sh_info', 0)
            section_addralign = header.get('sh_addralign', 0)
            section_entsize = header.get('sh_entsize', 0)

            # Calculate entropy and hashes for section data
            section_entropy = 0.0
            section_sha256 = ""
            section_md5 = ""

            try:
                if section_size > 0 and section_type_str != 'NOBITS':
                    section_data = section.data()
                    if section_data:
                        # Calculate entropy
                        section_entropy = self._calculate_entropy(section_data)

                        # Calculate hashes
                        section_sha256 = hashlib.sha256(section_data).hexdigest()
                        section_md5 = hashlib.md5(section_data).hexdigest()
            except Exception as e:
                self.log.warning(f"Could not read section '{section_name}' data: {e}")
                section_entropy = 0.0
                section_sha256 = ""
                section_md5 = ""

            return ELFSection(
                section_name=section_name,
                section_type=section_type_enum,
                section_type_str=section_type_str,
                section_flags=section_flags,
                section_flags_str=section_flags_str,
                section_addr=section_addr,
                section_offset=section_offset,
                section_size=section_size,
                section_link=section_link,
                section_info=section_info,
                section_addralign=section_addralign,
                section_entsize=section_entsize,
                section_entropy=section_entropy,
                section_sha256=section_sha256,
                section_md5=section_md5
            )

        except Exception as e:
            self.log.error(f"Error extracting section data: {e}")
            return None

    def tag(self):
        return Tag.ELF_SECTIONS.value if hasattr(Tag, 'ELF_SECTIONS') else "elf_sections"

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)

            def extract_data(elf):
                sections_data = []

                # Iterate through all sections with per-section error handling
                for section_index, section in enumerate(elf.iter_sections()):
                    try:
                        section_data = self._extract_section_data(section)
                        if section_data:
                            sections_data.append(section_data)
                        else:
                            self.log.warning(f"Failed to extract data for section {section_index}")
                    except Exception as e:
                        self.log.warning(f"Error processing section {section_index}: {e}")
                        # Continue processing other sections

                return sections_data

            if not self._is_elf_file():
                return None

            result = self._with_elf_file(extract_data)
            if result is None:
                return None

            self.elf_sections = result
            return self.elf_sections

        except Exception as e:
            self.log.error(f"Error extracting ELF sections {self.hash.sha256}: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        self.log.debug(inspect.currentframe().f_code.co_name)

        if exporter_type == "ElasticsearchExporter":
            return self.elf_sections
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_sections:
                    return None

                # Prepare data arrays for all sections
                data = []
                current_time = datetime.now(timezone.utc)
                for section in self.elf_sections:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        section.section_name,
                        section.section_type,
                        section.section_type_str,
                        section.section_flags,
                        section.section_flags_str,
                        section.section_addr,
                        section.section_offset,
                        section.section_size,
                        section.section_link,
                        section.section_info,
                        section.section_addralign,
                        section.section_entsize,
                        section.section_entropy,
                        section.section_sha256,
                        section.section_md5,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'section_name', 'section_type', 'section_type_str',
                    'section_flags', 'section_flags_str',
                    'section_addr', 'section_offset', 'section_size',
                    'section_link', 'section_info', 'section_addralign', 'section_entsize',
                    'section_entropy', 'section_sha256', 'section_md5',
                    'analysis_date'
                ]

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)',
                    "Enum8('NULL'=0, 'PROGBITS'=1, 'SYMTAB'=2, 'STRTAB'=3, 'RELA'=4, 'HASH'=5, 'DYNAMIC'=6, 'NOTE'=7, 'NOBITS'=8, 'REL'=9, 'DYNSYM'=11)",
                    'LowCardinality(String)',
                    'UInt64',
                    'Array(LowCardinality(String))',
                    'UInt64', 'UInt64', 'UInt64',
                    'UInt32', 'UInt32', 'UInt64', 'UInt64',
                    'Float64',
                    'FixedString(64)', 'FixedString(32)',
                    'DateTime64(3, \'UTC\')'
                ]

                if not data:
                    return None

                return (data, column_names, column_type_names)

            except Exception as e:
                self.log.error(f"Error preparing export data: {e}")
                raise

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