Jan G. P. W. Clevers

38 papers C 4Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Remote. Sens.
Panpan Xu, Nandin-Erdene Tsendbazar, Martin Herold, Jan G. P. W. Clevers
2021 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Na Wang, Juha Suomalainen, Harm M. Bartholomeus, Lammert Kooistra, Dainius Masiliunas, Jan G. P. W. Clevers
2020 J jnl
Remote. Sens.
Benjamin Brede, Jochem Verrelst, Jean-Philippe Gastellu-Etchegorry, Jan G. P. W. Clevers, Leo Goudzwaard, Jan den Ouden, Jan Verbesselt, Martin Herold
2018 J jnl
Remote. Sens.
Michael Schultz, Aurélie Shapiro, Jan G. P. W. Clevers, Craig Beech, Martin Herold
2018 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers
2018 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Peter P. J. Roosjen, Benjamin Brede, Juha M. Suomalainen, Harm M. Bartholomeus, Lammert Kooistra, Jan G. P. W. Clevers
2018 J jnl
Remote. Sens.
Benjamin Brede, Jean-Philippe Gastellu-Etchegorry, Nicolas Lauret, Frédéric Baret, Jan G. P. W. Clevers, Jan Verbesselt, Martin Herold
2018 C conf
IGARSS
Georgios Ovakoglou, Thomas K. Alexandridis, Jan G. P. W. Clevers, Ines Cherif, Dimitrios Kasampalis, Ioannis Navrozidis, Charalampos Iordanidis, Dimitrios Moshou, Giovanni Laneve, Juan Suarez Beltran
2017 J jnl
Remote. Sens.
Peter P. J. Roosjen, Juha M. Suomalainen, Harm M. Bartholomeus, Lammert Kooistra, Jan G. P. W. Clevers
2017 J jnl
Remote. Sens.
Jan G. P. W. Clevers, Lammert Kooistra, Marnix M. M. van den Brande
2016 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers
2016 J jnl
Remote. Sens.
Peter P. J. Roosjen, Juha Suomalainen, Harm M. Bartholomeus, Jan G. P. W. Clevers
2016 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Michael Schultz, Jan G. P. W. Clevers, Sarah Carter, Jan Verbesselt, Valerio Avitabile, Hien Vu Quang, Martin Herold
2015 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lucia Yáñez-Rausell, Zbynek Malenovský, Miina Rautiainen, Jan G. P. W. Clevers, Petr Lukes, Jan Hanus, Michael E. Schaepman
2015 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers
2014 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lucia Yáñez-Rausell, Michael E. Schaepman, Jan G. P. W. Clevers, Zbynek Malenovský
2014 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lucia Yáñez-Rausell, Zbynek Malenovský, Jan G. P. W. Clevers, Michael E. Schaepman
2013 J jnl
Remote. Sens.
Roberto O. Chávez, Jan G. P. W. Clevers, Martin Herold, Edmundo Acevedo, Mauricio Ortiz
2013 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Saeid Hamzeh, Abd Ali Naseri, Seyed Kazem Alavipanah, Barat Mojaradi, Harm M. Bartholomeus, Jan G. P. W. Clevers, M. Behzad
2013 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Roberto O. Chávez, Jan G. P. W. Clevers, Martin Herold, Mauricio Ortiz, Edmundo Acevedo
2013 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers, Anatoly A. Gitelson
2012 J jnl
Sensors
Peter P. J. Roosjen, Jan G. P. W. Clevers, Harm M. Bartholomeus, Michael E. Schaepman, Gabriela Schaepman-Strub, Henk Jalink, Rob van der Schoor, Arjan de Jong
2012 C conf
IGARSS
Valerie C. E. Laurent, Wout Verhoef, Michael E. Schaepman, Alexander Damm, Jan G. P. W. Clevers
2012 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jan G. P. W. Clevers, Lammert Kooistra
2011 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Gerard W. Hazeu, Arnold K. Bregt, Allard J. W. de Wit, Jan G. P. W. Clevers
2011 J jnl
IEEE Trans. Geosci. Remote. Sens.
Raúl Zurita-Milla, Luis Gómez-Chova, Luis Guanter, Jan G. P. W. Clevers, Gustavo Camps-Valls
2011 conf
WHISPERS
Jan G. P. W. Clevers, Lammert Kooistra
2010 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers, Lammert Kooistra, Michael E. Schaepman
2010 J jnl
IEEE Trans. Geosci. Remote. Sens.
Jochem Verrelst, Jan G. P. W. Clevers, Michael E. Schaepman
2009 conf
WHISPERS
Jochem Verrelst, Michael E. Schaepman, Jan G. P. W. Clevers
2009 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jochem Verrelst, Gertjan W. Geerling, Karle V. Sykora, Jan G. P. W. Clevers
2009 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers
2009 conf
WHISPERS
Jan G. P. W. Clevers, Lammert Kooistra
2008 J jnl
IEEE Geosci. Remote. Sens. Lett.
Raúl Zurita-Milla, Jan G. P. W. Clevers, Michael E. Schaepman
2008 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jan G. P. W. Clevers, Lammert Kooistra, Michael E. Schaepman
2007 C conf
IGARSS
Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
2007 C conf
IGARSS
Zbynek Malenovský, Lucie Homolová, Pavel Cudlin, Raúl Zurita-Milla, Michael E. Schaepman, Jan G. P. W. Clevers, Emmanuel Martin, Jean-Philippe Gastellu-Etchegorry
2007 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Michael E. Schaepman, Jan G. P. W. Clevers, David L. Dent
redb/extractors/elf_extractors/elf_imports.py
← Index redb/extractors/elf_extractors/elf_imports.py python
import inspect
from datetime import datetime, timezone
from typing import Any, List, Set

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 ELFImport


class ELFImportExtractor(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_imports = None
        self.elastic_index = self.index_prefix + "-elf_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_import_libraries(self, elf) -> List[str]:
        """Extract imported libraries from dynamic section."""
        libraries = []

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                return libraries

            # Extract DT_NEEDED entries (required libraries)
            for tag in dynamic_section.iter_tags():
                if tag.entry.d_tag == 'DT_NEEDED':
                    libraries.append(tag.needed)

        except Exception as e:
            self.log.error(f"Error extracting import libraries: {e}")

        return libraries

    def _get_imported_functions_from_symbols(self, elf) -> Set[str]:
        """Extract imported functions from dynamic symbol table."""
        imported_functions = set()

        try:
            # Get the dynamic symbol table
            dynsym_section = elf.get_section_by_name('.dynsym')
            if not dynsym_section or not hasattr(dynsym_section, 'iter_symbols'):
                return imported_functions

            # Look for undefined symbols (imports)
            for symbol in dynsym_section.iter_symbols():
                # Check if symbol is undefined (imported)
                if (symbol.entry.get('st_shndx', 0) == 'SHN_UNDEF' and
                    symbol.name and
                    symbol.entry.get('st_info', {}).get('bind') in ['STB_GLOBAL', 'STB_WEAK']):
                    imported_functions.add(symbol.name)

        except Exception as e:
            self.log.error(f"Error extracting imported functions from symbols: {e}")

        return imported_functions

    def _get_imported_functions_from_relocations(self, elf) -> Set[str]:
        """Extract imported functions from relocation sections."""
        imported_functions = set()

        try:
            # Look through relocation sections
            for section in elf.iter_sections():
                if hasattr(section, 'iter_relocations'):
                    try:
                        for relocation in section.iter_relocations():
                            # Get symbol associated with relocation
                            if hasattr(relocation, 'symbol') and relocation.symbol:
                                symbol_name = relocation.symbol.name
                                if symbol_name:
                                    imported_functions.add(symbol_name)
                    except Exception as e:
                        self.log.debug(f"Could not process relocations in section {section.name}: {e}")

        except Exception as e:
            self.log.error(f"Error extracting imported functions from relocations: {e}")

        return imported_functions

    def _get_plt_functions(self, elf) -> Set[str]:
        """Extract functions from PLT (Procedure Linkage Table) sections."""
        plt_functions = set()

        try:
            # Look for PLT-related sections
            plt_sections = ['.plt', '.plt.got', '.plt.sec']

            for section_name in plt_sections:
                section = elf.get_section_by_name(section_name)
                if section:
                    # PLT functions are typically associated with relocations
                    # We'll get them from the relocation analysis
                    pass

        except Exception as e:
            self.log.error(f"Error extracting PLT functions: {e}")

        return plt_functions

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

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

            def extract_data(elf):
                # Extract import libraries
                import_libraries = self._get_import_libraries(elf)

                # Extract imported functions from multiple sources
                imported_functions = set()

                # From dynamic symbols
                symbol_imports = self._get_imported_functions_from_symbols(elf)
                imported_functions.update(symbol_imports)

                # From relocations
                relocation_imports = self._get_imported_functions_from_relocations(elf)
                imported_functions.update(relocation_imports)

                # From PLT
                plt_imports = self._get_plt_functions(elf)
                imported_functions.update(plt_imports)

                # Convert to sorted lists for consistent output
                import_libraries_list = sorted(list(set(import_libraries)))
                import_functions_list = sorted(list(imported_functions))

                # Return ELFImport dataclass
                return ELFImport(
                    elf_imports_total=len(import_functions_list),
                    elf_import_libraries=import_libraries_list,
                    elf_import_functions=import_functions_list,
                )

            if not self._is_elf_file():
                return None

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

            self.elf_imports = result
            return self.elf_imports

        except Exception as e:
            self.log.error(f"Error extracting ELF imports {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_imports
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_imports:
                    return None

                # Prepare data array
                data = [[
                    self.sha256,
                    self.md5,
                    self.sha1,
                    self.elf_imports.elf_imports_total,
                    self.elf_imports.elf_import_libraries,
                    self.elf_imports.elf_import_functions,
                    datetime.now(timezone.utc)
                ]]

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'elf_imports_total',
                    'elf_import_libraries',
                    'elf_import_functions',
                    'analysis_date'
                ]

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'UInt32',
                    'Array(LowCardinality(String))',
                    'Array(LowCardinality(String))',
                    '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_imports"