Irina E. Bocharova

91 papers B 34C 1Misc 2Journal 41Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Irina E. Bocharova, Maiara F. Bollauf, Boris D. Kudryashov
2026 J jnl
IEEE Access
Kirill Rodionov, Mert Bektas, Irina E. Bocharova, Boris D. Kudryashov, Kaarel Tark, Madis Kiisk, Mats Mikkor, Märt Mägi, Nesma Mahmoud, Philip Paskov, Faiz Ali Shah, Kallol Roy
2024 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Sander Mikelsaar
2024 C conf
ISITA
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Stefano Alberico
2023 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Sander Mikelsaar, Vitaly Skachek
2023 conf
ISTC
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek
2023 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek
2023 conf
ISTC
Irina E. Bocharova, Boris D. Kudryashov, Sander Mikelsaar, Vitaly Skachek
2022 B conf
ISIT
Irina E. Bocharova, Henk D. L. Hollmann, Karan Khathuria, Boris D. Kudryashov, Vitaly Skachek
2022 J jnl
IEEE Trans. Commun.
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek, Tähvend Uustalu
2022 B conf
ITW
Irina E. Bocharova, Boris D. Kudryashov, Sander Mikelsaar
2022 J jnl
Int. J. Serv. Sci. Manag. Eng. Technol.
Irina E. Bocharova, Alexander Rymanov
2021 B conf
ITW
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek
2021 B conf
ISIT
Alexander Nilsson, Irina E. Bocharova, Boris D. Kudryashov, Thomas Johansson
2021 J jnl
IACR Cryptol. ePrint Arch.
Alexander Nilsson, Irina E. Bocharova, Boris D. Kudryashov, Thomas Johansson
2021 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek
2021 J jnl
CoRR
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek
2020 B conf
ITW
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek, Tähvend Uustalu
2020 J jnl
CoRR
Irina E. Bocharova, Boris D. Kudryashov, Evgenii P. Ovsyannikov, Vitaly Skachek, Tähvend Uustalu
2019 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek
2019 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2019 J jnl
IEEE Trans. Veh. Technol.
Irina E. Bocharova, Boris D. Kudryashov, Maben Rabi, Nikita Lyamin, Wouter Dankers, Erik Frick, Alexey V. Vinel
2019 B conf
ISIT
Irina E. Bocharova, Thomas Johansson, Boris D. Kudryashov
2019 J jnl
IEEE Trans. Commun.
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Eirik Rosnes, Øyvind Ytrehus
2019 J jnl
Future Internet
Irina E. Bocharova, Boris D. Kudryashov, Nikita Lyamin, Erik Frick, Maben Rabi, Alexey V. Vinel
2019 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Maben Rabi, Nikita Lyamin, Wouter Dankers, Erik Frick, Alexey V. Vinel
2019 B conf
ITW
Irina E. Bocharova, Boris D. Kudryashov
2019 J jnl
IEEE Trans. Inf. Theory
Yauhen Yakimenka, Vitaly Skachek, Irina E. Bocharova, Boris D. Kudryashov
2018 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2018 J jnl
CoRR
Yauhen Yakimenka, Vitaly Skachek, Irina E. Bocharova, Boris D. Kudryashov
2017 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2017 J jnl
CoRR
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2017 conf
ICMCTA
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2017 J jnl
CoRR
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2017 J jnl
CoRR
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Eirik Rosnes, Øyvind Ytrehus
2017 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek
2016 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Vitaly Skachek, Yauhen Yakimenka
2016 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Albert Guillen i Fabregas, Boris D. Kudryashov, Alfonso Martinez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
2016 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson
2016 conf
ISTC
Irina E. Bocharova, Boris D. Kudryashov, Eirik Rosnes, Vitaly Skachek, Øyvind Ytrehus
2014 conf
ISTC
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov
2014 conf
VTC Fall
Jungpil Yu, Joosung Park, Fredrik Rusek, Boris D. Kudryashov, Irina E. Bocharova
2014 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson
2014 conf
ISTC
Irina E. Bocharova, Albert Guillén i Fàbregas, Boris D. Kudryashov, Alfonso Martinez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
2014 J jnl
Autom. Control. Comput. Sci.
Irina E. Bocharova, Anton V. Porov, Timofey S. Bondarev, Oleg V. Finkelshteyn
2014 J jnl
CoRR
Irina E. Bocharova, Albert Guillén i Fàbregas, Boris D. Kudryashov, Alfonso Martinez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
2014 B conf
ISIT
Irina E. Bocharova, Albert Guillen i Fabregas, Boris D. Kudryashov, Alfonso Martinez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
2013 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson
2013 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Nikolay I. Makarov, Rolf Johannesson
2012 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2012 B conf
ISIT
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2012 J jnl
Probl. Inf. Transm.
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2012 conf
ISTC
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2012 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov, Roman V. Satyukov
2011 J jnl
CoRR
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2011 B conf
ISIT
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2011 Misc conf
ITA
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2011 J jnl
CoRR
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov, Roman V. Satyukov
2011 B conf
ISIT
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov, Roman V. Satyukov
2011 J jnl
Probl. Inf. Transm.
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2010 J jnl
IEEE Trans. Inf. Theory
Florian Hug, Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov
2010 B conf
ISIT
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov, Roman V. Satyukov
2010 Misc conf
ITA
Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov
2010 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Victor V. Zyablov
2009 J jnl
Probl. Inf. Transm.
Irina E. Bocharova, Boris D. Kudryashov, Roman V. Satyukov
2009 B conf
ISIT
Florian Hug, Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov
2009 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Roman V. Satyukov, Stephan Stiglmayr
2008 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Maja Loncar
2008 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson, Victor V. Zyablov
2008 J jnl
IEEE Trans. Inf. Theory
Maja Loncar, Rolf Johannesson, Irina E. Bocharova, Boris D. Kudryashov
2008 J jnl
CoRR
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Victor V. Zyablov
2007 B conf
ISIT
Maja Loncar, Rolf Johannesson, Irina E. Bocharova, Boris D. Kudryashov
2007 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson, Victor V. Zyablov
2007 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov
2006 B conf
ISIT
Irina E. Bocharova, Boris D. Kudryashov, Maja Loncar, Rolf Johannesson
2006 B conf
ISIT
Maja Loncar, Rolf Johannesson, Jossy Sayir, Irina E. Bocharova, Boris D. Kudryashov
2005 B conf
ITW
Irina E. Bocharova, Boris D. Kudryashov, Rolf Johannesson
2005 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Marc Handlery, Rolf Johannesson, Boris D. Kudryashov
2005 B conf
ISIT
Maja Loncar, Rolf Johannesson, Irina E. Bocharova, Boris D. Kudryashov
2004 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Marc Handlery, Rolf Johannesson, Boris D. Kudryashov
2004 J jnl
Eur. Trans. Telecommun.
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Maja Loncar
2004 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov
2004 B conf
ISIT
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Maja Loncar
2002 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Marc Handlery, Rolf Johannesson, Boris D. Kudryashov
2002 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Rolf Johannesson, Boris D. Kudryashov, Per Ståhl
1997 J jnl
IEEE Trans. Inf. Theory
Irina E. Bocharova, Boris D. Kudryashov
1995 conf
AAECC
Irina E. Bocharova, Boris D. Kudryashov
1993 conf
Error Control, Cryptology, and Speech Compression
Irina E. Bocharova, Boris D. Kudryashov
1993 conf
Error Control, Cryptology, and Speech Compression
Irina E. Bocharova, Victor D. Kolesnik, Victor Yu. Krachkovsky, Boris D. Kudryashov, Eugeny P. Ovsjannikov, Boris K. Troyanovsky
1993 conf
Algebraic Coding
Irina E. Bocharova, Boris D. Kudryashov
1991 conf
Algebraic Coding
Irina E. Bocharova
redb/extractors/elf_extractors/elf_notes.py
← Index redb/extractors/elf_extractors/elf_notes.py python
import inspect
import binascii
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 ELFNote


class ELFNotesExtractor(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_notes = []
        self.elastic_index = self.index_prefix + "-elf_notes"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_note_type_string(self, note_type: int, note_name: str) -> str:
        """Convert note type number to human-readable string."""

        # GNU-specific note types
        if note_name == "GNU":
            gnu_types = {
                1: "NT_GNU_ABI_TAG",
                2: "NT_GNU_HWCAP",
                3: "NT_GNU_BUILD_ID",
                4: "NT_GNU_GOLD_VERSION",
                5: "NT_GNU_PROPERTY_TYPE_0"
            }
            return gnu_types.get(note_type, f"NT_GNU_UNKNOWN_{note_type}")

        # Generic note types
        generic_types = {
            1: "NT_PRSTATUS",
            2: "NT_FPREGSET",
            3: "NT_PRPSINFO",
            4: "NT_TASKSTRUCT",
            5: "NT_AUXV",
            6: "NT_PSTATUS",
            7: "NT_FPREGS",
            8: "NT_PSINFO",
            9: "NT_PRCRED",
            10: "NT_UTSNAME",
            11: "NT_LWPSTATUS",
            12: "NT_LWPSINFO",
            13: "NT_PRFPXREG"
        }

        return generic_types.get(note_type, f"NT_UNKNOWN_{note_type}")

    def _format_note_description(self, note_desc, note_type: int, note_name: str) -> str:
        """Format note description based on type for human readability."""
        try:
            if not note_desc:
                return ""

            # Handle build ID specifically (common case)
            if note_name == "GNU" and note_type == 3:  # NT_GNU_BUILD_ID
                if isinstance(note_desc, bytes):
                    return binascii.hexlify(note_desc).decode('ascii')
                return str(note_desc)

            # Handle ABI tag
            if note_name == "GNU" and note_type == 1:  # NT_GNU_ABI_TAG
                if isinstance(note_desc, bytes) and len(note_desc) >= 16:
                    # ABI tag contains OS, major, minor, subminor
                    import struct
                    try:
                        os_val, major, minor, subminor = struct.unpack('<IIII', note_desc[:16])
                        os_names = {0: "Linux", 1: "GNU", 2: "Solaris", 3: "FreeBSD"}
                        os_name = os_names.get(os_val, f"OS_{os_val}")
                        return f"{os_name} {major}.{minor}.{subminor}"
                    except:
                        pass

            # For binary data, convert to hex
            if isinstance(note_desc, bytes):
                # Limit size for very large descriptions
                if len(note_desc) > 256:
                    return binascii.hexlify(note_desc[:256]).decode('ascii') + "..."
                return binascii.hexlify(note_desc).decode('ascii')

            # For string data
            if isinstance(note_desc, str):
                return note_desc

            # Fallback
            return str(note_desc)

        except Exception as e:
            self.log.error(f"Error formatting note description: {e}")
            return str(note_desc) if note_desc else ""

    def _extract_note_data(self, note, section_name: str) -> ELFNote:
        """Extract data from a single note entry."""
        try:
            # Get note properties
            note_name = note.get('n_name', '').rstrip('\x00') if note.get('n_name') else ""
            note_type_raw = note.get('n_type', 0)
            note_desc_raw = note.get('n_desc', b'')

            # Handle note_type - pyelftools may return string or int
            if isinstance(note_type_raw, str):
                # pyelftools returned the type as a string like 'NT_GNU_BUILD_ID'
                note_type_str = note_type_raw
                # Map known string types to integers
                note_type_map = {
                    'NT_GNU_ABI_TAG': 1,
                    'NT_GNU_HWCAP': 2,
                    'NT_GNU_BUILD_ID': 3,
                    'NT_GNU_GOLD_VERSION': 4,
                    'NT_GNU_PROPERTY_TYPE_0': 5,
                    'NT_PRSTATUS': 1,
                    'NT_FPREGSET': 2,
                    'NT_PRPSINFO': 3,
                    'NT_TASKSTRUCT': 4,
                    'NT_AUXV': 5,
                    'NT_PSTATUS': 6,
                    'NT_FPREGS': 7,
                    'NT_PSINFO': 8,
                    'NT_PRCRED': 9,
                    'NT_UTSNAME': 10,
                    'NT_LWPSTATUS': 11,
                    'NT_LWPSINFO': 12,
                    'NT_PRFPXREG': 13,
                }
                note_type = note_type_map.get(note_type_raw, 0)
            else:
                note_type = note_type_raw
                # Get human-readable type string
                note_type_str = self._get_note_type_string(note_type, note_name)

            # Format description
            note_desc = self._format_note_description(note_desc_raw, note_type, note_name)

            return ELFNote(
                note_name=note_name,
                note_type=note_type,
                note_type_str=note_type_str,
                note_desc=note_desc,
                note_section=section_name
            )

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

    def _extract_notes_from_sections(self, elf) -> List[Dict]:
        """Extract notes from note sections."""
        notes = []

        try:
            # Look for note sections
            for section in elf.iter_sections():
                if (section.name and
                    section.name.startswith('.note') and
                    hasattr(section, 'iter_notes')):

                    section_name = section.name
                    try:
                        for note in section.iter_notes():
                            note_data = self._extract_note_data(note, section_name)
                            if note_data:
                                notes.append(note_data)
                    except Exception as e:
                        self.log.debug(f"Could not process notes in section {section_name}: {e}")

        except Exception as e:
            self.log.error(f"Error extracting notes from sections: {e}")

        return notes

    def _extract_notes_from_segments(self, elf) -> List[Dict]:
        """Extract notes from PT_NOTE segments."""
        notes = []

        try:
            # Look for PT_NOTE segments
            for segment in elf.iter_segments():
                if segment.header.get('p_type') == 'PT_NOTE':
                    segment_name = f"PT_NOTE_segment_{segment.header.get('p_offset', 0)}"

                    try:
                        if hasattr(segment, 'iter_notes'):
                            for note in segment.iter_notes():
                                note_data = self._extract_note_data(note, segment_name)
                                if note_data:
                                    notes.append(note_data)
                    except Exception as e:
                        self.log.debug(f"Could not process notes in segment: {e}")

        except Exception as e:
            self.log.error(f"Error extracting notes from segments: {e}")

        return notes

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

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

            def extract_data(elf):
                all_notes = []

                # Extract notes from note sections
                section_notes = self._extract_notes_from_sections(elf)
                all_notes.extend(section_notes)

                # Extract notes from PT_NOTE segments
                segment_notes = self._extract_notes_from_segments(elf)
                all_notes.extend(segment_notes)

                # Remove duplicates (same note might appear in section and segment)
                unique_notes = []
                seen_notes = set()
                for note in all_notes:
                    note_key = (note.note_name, note.note_type, note.note_desc)
                    if note_key not in seen_notes:
                        seen_notes.add(note_key)
                        unique_notes.append(note)

                return unique_notes

            if not self._is_elf_file():
                return None

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

            self.elf_notes = result
            return self.elf_notes

        except Exception as e:
            self.log.error(f"Error extracting ELF notes {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_notes
        elif exporter_type == "ClickHouseExporter":
            try:
                # Return valid empty structure if no notes found
                # None is reserved for actual errors

                # Prepare data arrays for all notes
                data = []
                current_time = datetime.now(timezone.utc)
                for note in self.elf_notes:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        note.note_name,
                        note.note_type,
                        note.note_type_str,
                        note.note_desc,
                        note.note_section,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'note_name', 'note_type', 'note_type_str',
                    'note_desc', 'note_section',
                    'analysis_date'
                ]

                if not data:
                    return None

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)', 'UInt32', 'LowCardinality(String)',
                    'String CODEC(ZSTD(3))', 'LowCardinality(String)',
                    'DateTime64(3, \'UTC\')'
                ]

                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_notes"