Imre Kocsis

37 papers A 1B 3C 2Misc 1Journal 14Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Access
Imre Kocsis, Boglárka Burján-Mosoni, István Balajti
2025 conf
BPM (Forum)
Martin Farkas, Bertalan Zoltán Péter, Imre Kocsis
2025 J jnl
IEEE Trans. Educ.
Imre Kocsis, Sándor Hajdu, Róbert Mikuska, Péter Korondi
2025 J jnl
Acta Cybern.
Bertalan Zoltán Péter, Zsófia Ádám, Zoltán Micskei, Imre Kocsis
2024 B conf
MASCOTS
Martin Farkas, Balázs Ádám Toldi, Bertalan Zoltán Péter, Imre Kocsis
2024 A conf
MODELS
Noor Al-Gburi, András Földvári, Kristóf Marussy, Oszkár Semeráth, Imre Kocsis
2024 J jnl
IEEE Access
Máté Debreczeni, Attila Klenik, Imre Kocsis
2023 J jnl
CoRR
Balázs Ádám Toldi, Imre Kocsis
2023 C conf
ICBC
André Augusto, Rafael Belchior, Imre Kocsis, László Gönczy, André Vasconcelos, Miguel Correia
2023 conf
ISSREW
Noor Al-Gburi, Attila Klenik, Imre Kocsis
2023 conf
DSN-W
Szilárd Bozóki, Imre Kocsis, András Pataricza
2022 ed.
EDCC Workshops
Stefano Marrone, Martina De Sanctis, Imre Kocsis, Rasmus Adler, Richard Hawkins, Philipp Schleiß, Stefano Marrone, Roberto Nardone, Francesco Flammini, Valeria Vittorini
2022 Misc conf
SAC
Attila Klenik, Imre Kocsis
2021 conf
LADC
András Földvári, Gergely Biczók, Imre Kocsis, László Gönczy, András Pataricza
2021 J jnl
CoRR
Attila Klenik, Imre Kocsis
2021 conf
EDCC Workshops
Szilárd Bozóki, Imre Kocsis, András Pataricza, Péter Suskovics, Benedek Kovács
2020 conf
EDCC Workshops
Szilárd Bozóki, Jeno Szalontai, Dániel Petho, Imre Kocsis, András Pataricza, Péter Suskovics, Benedek Kovács
2020 J jnl
IEEE Access
Ákos Hajdu, Naghmeh Ramezani Ivaki, Imre Kocsis, Attila Klenik, László Gönczy, Nuno Laranjeiro, Henrique Madeira, András Pataricza
2020 J jnl
CoRR
Ákos Hajdu, Naghmeh Ramezani Ivaki, Imre Kocsis, Attila Klenik, László Gönczy, Nuno Laranjeiro, Henrique Madeira, András Pataricza
2019
Imre Kocsis
2019 J jnl
Period. Polytech. Electr. Eng. Comput. Sci.
Imre Kocsis, András Pataricza
2018 conf
DSN Workshops
Imre Kocsis
2018 C conf
QRS
Frederico Cerveira, Imre Kocsis, Raul Barbosa, Henrique Madeira, András Pataricza
2018 J jnl
Int. J. Cloud Comput.
Imre Kocsis, Attila Klenik, András Pataricza, Miklós Telek, Flórián Deé, Dávid Cseh
2018 conf
DSN Workshops
Péter Garamvölgyi, Imre Kocsis, Benjamin Gehl, Attila Klenik
2017 J jnl
Int. J. Cloud Comput.
Ágnes Salánki, Gergo Kincses, László Gönczy, Imre Kocsis
2017 J jnl
Int. J. Cloud Comput.
Imre Kocsis, Zoltán Ádám Mann, Dávid Zilahi
2016 J jnl
Int. J. Cloud Comput.
Imre Kocsis, Áron Tóth, Zoltán Szatmári, Tamás Dabóczi, András Pataricza, Gábor Guta
2014 conf
SERENE
Gábor Urbanics, László Gönczy, Balázs Urbán, János Hartwig, Imre Kocsis
2013 J jnl
Int. J. Cloud Comput.
Imre Kocsis, András Pataricza, Zoltán Micskei, András Kövi, Zsolt Kocsis
2013 conf
SERENE
András Pataricza, Imre Kocsis, Ágnes Salánki, László Gönczy
2011 conf
ARCS Workshops
Ágnes Salánki, Imre Kocsis, András Pataricza, Zsolt Kocsis
2010 conf
DSN Workshops
Gergely János Paljak, Zoltán Égel, Dániel Tóth, Imre Kocsis, Tamás Kovácsházy, András Pataricza
2009 conf
Autonomics
Gergely János Paljak, Imre Kocsis, Zoltán Égel, Dániel Tóth, András Pataricza
2008 conf
SECURWARE
Imre Kocsis, György Csertán, Péter László Pásztor, András Pataricza
2007 B conf
WADS
Gergely Pintér, Zoltán Micskei, András Kövi, Zoltán Égel, Imre Kocsis, Gábor Huszerl, András Pataricza
2002 B conf
PIMRC
Imre Kocsis, Lóránt Farkas, Lajos Nagy
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"