Radoslaw Michalski

77 papers B 11Journal 44Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Stanislaw Stepien, Michalina Janik, Mateusz Nurek, Akrati Saxena, Radoslaw Michalski
2025 J jnl
CoRR
Damian Serwata, Mateusz Nurek, Radoslaw Michalski
2025 J jnl
IEEE Trans. Comput. Soc. Syst.
Yueran Duan, Mateusz Nurek, Qing Guan, Radoslaw Michalski, Petter Holme
2025 J jnl
Expert Syst. Appl.
Wenjin Xie, Xiaomeng Wang, Radoslaw Michalski, Tao Jia
2024 conf
ICCS (5)
Damian Serwata, Mateusz Nurek, Radoslaw Michalski
2024 J jnl
IET Blockchain
Jiajing Wu, Hongning Dai, Qi Xuan, Radoslaw Michalski, Xi Chen
2024 J jnl
CoRR
Mateusz Nurek, Joanna Kolaczek, Radoslaw Michalski, Boleslaw K. Szymanski, Omar Lizardo
2024 conf
BCCA
Daria Dziubaltowska, Radoslaw Michalski
2024 J jnl
CoRR
Michal Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radoslaw Michalski, Piotr Bródka
2024 J jnl
Big Data Min. Anal.
Michal Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radoslaw Michalski, Piotr Bródka
2024 J jnl
CoRR
Yueran Duan, Mateusz Nurek, Qing Guan, Radoslaw Michalski, Petter Holme
2024 J jnl
CoRR
Stanislaw Stepien, Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski
2023 J jnl
CoRR
Wenjin Xie, Xiaomeng Wang, Radoslaw Michalski, Tao Jia
2023 J jnl
IEEE Access
Mateusz Nurek, Radoslaw Michalski, Omar Lizardo, Marian-Andrei Rizoiu
2023 conf
ICCS (3)
Stanislaw Stepien, Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski
2022 J jnl
Expert Syst. Appl.
Yansong Wang, Xiaomeng Wang, Yijun Ran, Radoslaw Michalski, Tao Jia
2022 B conf
CCGRID
Piotr Macek, Daria Dziubaltowska, Bartosz Kusmierz, Radoslaw Michalski
2022 J jnl
CoRR
Radoslaw Michalski, Damian Serwata, Mateusz Nurek, Boleslaw K. Szymanski, Przemyslaw Kazienko, Tao Jia
2021 J jnl
CoRR
Yansong Wang, Xiaomeng Wang, Radoslaw Michalski, Yijun Ran, Tao Jia
2021 J jnl
Complex.
Radoslaw Michalski, Boleslaw K. Szymanski, Przemyslaw Kazienko, Christian Lebiere, Omar Lizardo, Marcin Kulisiewicz
2020 conf
ICCS (1)
Patryk Pazura, Kamil Bortko, Jaroslaw Jankowski, Radoslaw Michalski
2020 conf
BIS (Workshops)
Radoslaw Michalski
2020 B conf
ASONAM
Radoslaw Michalski, Marcin Pieczka
2020 J jnl
IEEE Access
Radoslaw Michalski, Jaroslaw Jankowski, Piotr Bródka
2020 J jnl
CoRR
Radoslaw Michalski, Jaroslaw Jankowski, Piotr Bródka
2020 conf
ICCS (4)
Radoslaw Michalski, Jaroslaw Jankowski, Patryk Pazura
2020 J jnl
CoRR
Mateusz Nurek, Radoslaw Michalski, Marian-Andrei Rizoiu
2020 J jnl
IEEE Access
Radoslaw Michalski, Daria Dziubaltowska, Piotr Macek
2020 J jnl
CoRR
Piotr Bródka, Jaroslaw Jankowski, Radoslaw Michalski
2019 J jnl
CoRR
Mateusz Nurek, Radoslaw Michalski
2019 J jnl
J. Comput. Sci.
Michal Weskida, Radoslaw Michalski
2018 J jnl
CoRR
Marcin Kulisiewicz, Przemyslaw Kazienko, Boleslaw K. Szymanski, Radoslaw Michalski
2018 J jnl
CoRR
Jaroslaw Jankowski, Boleslaw K. Szymanski, Przemyslaw Kazienko, Radoslaw Michalski, Piotr Bródka
2018 ch.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Radoslaw Michalski, Przemyslaw Kazienko
2018 J jnl
CoRR
Radoslaw Michalski, Boleslaw K. Szymanski, Przemyslaw Kazienko, Christian Lebiere, Omar Lizardo, Marcin Kulisiewicz
2017 J jnl
CoRR
Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka
2017 B conf
ASONAM
Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka, Artur Karczmarczyk
2017 conf
DMBD
Jaroslaw Jankowski, Radoslaw Michalski
2017 conf
SocInfo (1)
Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski, Przemyslaw Kazienko
2017 J jnl
CoRR
Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski, Przemyslaw Kazienko
2017 J jnl
CoRR
Jean-François Ethier, Vasa Curcin, Mark M. McGilchrist, Sarah N. Lim Choi Keung, Lei Zhao, Anna Andreasson, Piotr Bródka, Radoslaw Michalski, Theodoros N. Arvanitis, Nikolaos Mastellos, Anita Burgun, Brendan C. Delaney
2017 J jnl
Int. J. Medical Informatics
Jean-François Ethier, Vasa Curcin, Mark M. McGilchrist, Sarah N. Lim Choi Keung, Lei Zhao, Anna Andreasson, Piotr Bródka, Radoslaw Michalski, Theodoros N. Arvanitis, Nikolaos Mastellos, Anita Burgun, Brendan C. Delaney
2016 B conf
ASONAM
Michal Weskida, Radoslaw Michalski
2016 J jnl
AI Commun.
Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2016 J jnl
CoRR
Jaroslaw Jankowski, Przemyslaw Kazienko, Boleslaw K. Szymanski, Piotr Bródka, Radoslaw Michalski, Tomasz Kajdanowicz
2015 conf
SocInfo
Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka, Przemyslaw Kazienko, Sonja Utz
2015 J jnl
CoRR
Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka, Przemyslaw Kazienko, Sonja Utz
2015 J jnl
Comput. Hum. Behav.
Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka, Przemyslaw Kazienko, Sonja Utz
2015 J jnl
CoRR
Przemyslaw Rózewski, Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski
2015 J jnl
Comput. Hum. Behav.
Przemyslaw Rózewski, Jaroslaw Jankowski, Piotr Bródka, Radoslaw Michalski
2015 J jnl
CoRR
Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2015 B conf
ASONAM
Radoslaw Michalski
2015 ch.
Propagation Phenomena in Real World Networks
Radoslaw Michalski, Przemyslaw Kazienko
2014 J jnl
CoRR
Radoslaw Michalski, Tomasz Kajdanowicz, Piotr Bródka, Przemyslaw Kazienko
2014 J jnl
New Gener. Comput.
Radoslaw Michalski, Tomasz Kajdanowicz, Piotr Bródka, Przemyslaw Kazienko
2014 ch.
Encyclopedia of Social Network Analysis and Mining
Radoslaw Michalski, Przemyslaw Kazienko
2014 J jnl
CoRR
Anita Zbieg, Blazej Zak, Jaroslaw Jankowski, Radoslaw Michalski, Sylwia Ciuberek
2014 B conf
ASONAM
Radoslaw Michalski, Jaroslaw Jankowski, Piotr Bródka, Przemyslaw Kazienko
2014 conf
SocInfo Workshops
Radoslaw Michalski, Paulo Shakarian, Ingo Scholtes, Jaroslaw Jankowski
2013 B conf
ASONAM
Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2013 B conf
ASONAM
Jaroslaw Jankowski, Radoslaw Michalski, Przemyslaw Kazienko
2013 conf
SITIS
Radoslaw Michalski, Przemyslaw Kazienko, Jaroslaw Jankowski
2013 conf
SOCIETY
Przemyslaw Kazienko, Tomasz Kajdanowicz, Radoslaw Michalski, Piotr Bródka
2013 J jnl
CoRR
Radoslaw Michalski, Jaroslaw Jankowski, Przemyslaw Kazienko
2013 J jnl
CoRR
Radoslaw Michalski, Piotr Bródka, Przemyslaw Kazienko, Krzysztof Juszczyszyn
2013 J jnl
CoRR
Jaroslaw Jankowski, Sylwia Ciuberek, Anita Zbieg, Radoslaw Michalski
2013 B conf
ICCCI
Jaroslaw Jankowski, Michal Kozielski, Wojciech Filipowski, Radoslaw Michalski
2013 J jnl
CoRR
Jaroslaw Jankowski, Radoslaw Michalski, Przemyslaw Kazienko
2012 conf
CGC
Radoslaw Michalski, Jaroslaw Jankowski, Przemyslaw Kazienko
2012 B conf
ASONAM
Radoslaw Michalski, Przemyslaw Kazienko, Dawid Krol
2012 conf
CASoN
Radoslaw Michalski, Piotr Bródka, Przemyslaw Kazienko, Krzysztof Juszczyszyn
2012 B conf
ASONAM
Anita Zbieg, Blazej Zak, Jaroslaw Jankowski, Radoslaw Michalski, Sylwia Ciuberek
2012 conf
SocInfo
Jaroslaw Jankowski, Sylwia Ciuberek, Anita Zbieg, Radoslaw Michalski
2012 conf
SocInfo
Jaroslaw Jankowski, Radoslaw Michalski, Przemyslaw Kazienko
2011 conf
BIS
Radoslaw Michalski, Sebastian Palus, Przemyslaw Kazienko
2011 conf
SocInfo
Radoslaw Michalski, Sebastian Palus, Piotr Bródka, Przemyslaw Kazienko, Krzysztof Juszczyszyn
2011 conf
KES-AMSTA
Przemyslaw Kazienko, Radoslaw Michalski, Sebastian Palus
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"