Madina T. Ipalakova

40 papers Journal 11Unranked 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comput.
Madina T. Ipalakova, Zhiger Bolatov, Yevgeniya A. Daineko, Dana Tsoy, Damir Khojayev, Ekaterina Reznikova
2025 J jnl
PeerJ Comput. Sci.
Madina T. Ipalakova, Zhiger Bolatov, Yevgenia A. Daineko, R. N. Sharshova, Kamila Abdugapparova, Dana Tsoy
2025 conf
XR (6)
Umitkhan Turzhanov, Miras Uali, Madina T. Ipalakova, Dana Tsoy, Yevgenia A. Daineko, Akkyz Mustafina
2025 conf
XR (1)
Madina T. Ipalakova, Yevgeniya A. Daineko, Zhiger Bolatov, Dana Tsoy, Yekaterina Reznikova, Ikram Bazarbekov, Darian Gabdullin
2025 ed.
DTESI
Assylbek Issakhov, Kateryna Kolesnikova, Madina T. Ipalakova
2024 J jnl
Biomed. Signal Process. Control.
Ikram Bazarbekov, Abdul Razaque, Madina T. Ipalakova, Joon Yoo, Zhanna Assipova, Ali Almisreb
2024 conf
FNC/MobiSPC/SEIT
Zhiger Bolatov, Dana Tsoy, Yevgeniya A. Daineko, Madina T. Ipalakova
2024 conf
XR (1)
Sanzhar Otkilbayev, Madina T. Ipalakova, Dana Tsoy, Yevgenia A. Daineko
2024 conf
ANT/EDI40
Yevgeniya A. Daineko, Dana Tsoy, Madina T. Ipalakova, Akkyz Mustafina, Zhiger Bolatov, Agariadne Dwinggo Samala
2024 conf
EUSPN/ICTH
Umitkhan Turzhanov, Yevgeniya A. Daineko, Dana Tsoy, Madina T. Ipalakova
2024 conf
DTESI
Artem Bykov, Umut Turusbekova, Nurkamilya Daurenbayeva, Almas Nurlanuly, Madina T. Ipalakova
2024 J jnl
PeerJ Comput. Sci.
Madi Nuralin, Yevgenia A. Daineko, Shadi A. Aljawarneh, Dana Tsoy, Madina T. Ipalakova
2024 conf
XR (1)
Yevgeniya A. Daineko, Aigerim Seitnur, Dana Tsoy, Madina T. Ipalakova, Akkyz Mustafina, Miras Uali
2024 ed.
DTESI (workshops, short papers)
Askar Khikmetov, Kateryna Kolesnikova, Madina T. Ipalakova
2023 conf
XR (2)
Yevgenia A. Daineko, Bakhyt Alipova, Madina T. Ipalakova, Zhiger Bolatov, Dana Tsoy
2023 conf
IDAACS
Bakhyt Alipova, Fatima Tokmukhamedova, Zhiger Bolatov, Yevgenia A. Daineko, Madina T. Ipalakova, Dana Tsoy
2023 conf
EUSPN/ICTH
Dmitrii I. Kaplun, Sergei Romanov, Madina T. Ipalakova, Yevgeniya A. Daineko, Zhiger Bolatov, Dana Tsoy
2023 conf
DTESI (workshops, short papers)
Madina T. Ipalakova, Yevgeniya A. Daineko, Dana Tsoy, Zhiger Bolatov
2023 conf
DTESI (workshops, short papers)
Danel Mashakova, Marat Nurtas, Aizhan Ydyrys, Madina T. Ipalakova
2023 conf
DTESI (workshops, short papers)
Assyl Tuleubekov, Aizhan Doskozhanova, Madina T. Ipalakova
2023 ed.
DTESI
Askar Khikmetov, Yevgeniya A. Daineko, Madina T. Ipalakova
2023 conf
EUSPN/ICTH
Yevgeniya A. Daineko, Madina T. Ipalakova, Dana Tsoy, Bakhyt Alipova, Azamat Kozhakhmetov, Akkyz Mustafina
2023 conf
DTESI (workshops, short papers)
Sagi Baigabulov, Madina T. Ipalakova
2022 conf
XR (1)
Yevgenia A. Daineko, A. Z. Aitmagambetov, Dana Tsoy, Aigul E. Kulakayeva, Madina T. Ipalakova
2022 J jnl
PeerJ Comput. Sci.
Dmitry S. Gubsky, Yevgenia A. Daineko, Madina T. Ipalakova, Anatoly B. Kleschenkov, Dana Tsoy
2022 conf
DTESI
Yevgeniya A. Daineko, Altay Aitmagambetov, Aigul Kulakayeva, Madina T. Ipalakova, Dana Tsoy, Bagdat Kozhakhmetova
2022 J jnl
Int. J. Interact. Mob. Technol.
Yevgenia A. Daineko, Dana Tsoy, Aigerim Seitnur, Madina T. Ipalakova
2022 J jnl
Int. J. Interact. Mob. Technol.
Yevgenia A. Daineko, Dana Tsoy, Madina T. Ipalakova, Bagdat Kozhakhmetova, Altay Aitmagambetov, Aigul Kulakayeva
2022 conf
DTESI
Saya Sapakova, Askar Sapakov, Madina T. Ipalakova
2021 conf
AVR
Dana Tsoy, Yevgenia A. Daineko, Madina T. Ipalakova, Aigerim Seitnur, A. N. Myrzakulova
2021 conf
AVR
Yevgenia A. Daineko, B. A. Kozhakhmetova, Aigul E. Kulakayeva, Dana Tsoy, A. Z. Aitmagambetov, Dmitry S. Gubsky, Madina T. Ipalakova, Aigerim Seitnur
2020 J jnl
Comput. Appl. Eng. Educ.
Yevgeniya A. Daineko, Madina T. Ipalakova, Dana Tsoy, Zhiger Zhassulanuly Bolatov, Zhandos Baurzhan, Yersultanbek Yelgondy
2020 J jnl
Int. J. Interact. Mob. Technol.
Yevgenia A. Daineko, Madina T. Ipalakova, Dana Tsoy, Aigerim Seitnur, Zhandos Baurzhan, Ersultanbek Elgondy
2020 conf
SAI (3)
Yevgenia A. Daineko, Nurzhan T. Duzbayev, K. B. Kozhaly, Madina T. Ipalakova, Zh. M. Bekaulova, N. Zh. Nalgozhina, R. N. Sharshova
2020 conf
AVR (1)
Yevgenia A. Daineko, Madina T. Ipalakova, Dana Tsoy, Aigerim Seitnur, Daulet Zhenisov, Zhiger Zhassulanuly Bolatov
2019 conf
AVR (1)
Yevgeniya A. Daineko, Madina T. Ipalakova, Dana Tsoy
2018 conf
AVR (1)
Yevgeniya A. Daineko, Madina T. Ipalakova, Dana Tsoy, Akmedi Shaipiten, Zhiger Zhassulanuly Bolatov, Tolganay Chinibayeva
2017 J jnl
Program. Comput. Softw.
Yevgeniya A. Daineko, Madina T. Ipalakova, Zhiger Zhassulanuly Bolatov
2017 J jnl
Comput. Appl. Eng. Educ.
Yevgenia A. Daineko, Viktor Dmitriyev, Madina T. Ipalakova
2015 conf
AVR
Yevgeniya A. Daineko, Madina T. Ipalakova, Viktor Dmitriyev, Andrey Giyenko, Nazgul Rakhimzhanova
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"