Ibrahima N'Doye

51 papers C 6Journal 27Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autom.
Matti Noack, Ibrahima N'Doye, Johann Reger, Taous-Meriem Laleg-Kirati
2025 J jnl
Autom.
Yasmine Marani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2025 conf
CDC
Yasmine Marani, Zhe Fu, Ibrahima N'Doye, Eric Feron, Taous-Meriem Laleg-Kirati, Alexandre M. Bayen
2024 conf
CDC
Yasmine Marani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2024 conf
CCTA
Xiao Chen, Ibrahima N'Doye, Fahad Aljehani, Taous-Meriem Laleg-Kirati
2024 J jnl
CoRR
Matti Noack, Ibrahima N'Doye, Johann Reger, Taous-Meriem Laleg-Kirati
2024 J jnl
IEEE Trans. Autom. Control.
Ania Adil, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2024 C conf
ACC
Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 J jnl
CoRR
Fahad Aljehani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 C conf
ACC
Fahad Aljehani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 J jnl
CoRR
Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 J jnl
CoRR
Fahad Aljehani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 J jnl
IFAC J. Syst. Control.
Fahad Aljehani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 C conf
ACC
Yasmine Marani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2023 J jnl
CoRR
Yasmine Marani, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2022 J jnl
Autom.
Ibrahima N'Doye, Ding Zhang, Ania Adil, Ali Zemouche, Rajesh Rajamani, Taous-Meriem Laleg-Kirati
2022 conf
CDC
Ania Adil, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2022 J jnl
Autom.
Ania Adil, Abdelghani Hamaz, Ibrahima N'Doye, Ali Zemouche, Taous-Meriem Laleg-Kirati, Fazia Bedouhene
2021 J jnl
CoRR
Yingquan Li, Zhenwen Liang, Ibrahima N'Doye, Xiangliang Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
2021 J jnl
IEEE Access
Ibrahima N'Doye, Ding Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Ibrahima N'Doye, Ding Zhang, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Abderrazak Chahid, Ibrahima N'Doye, John E. Majoris, Michael L. Berumen, Taous-Meriem Laleg-Kirati
2021 conf
CDC
Hasni Arezki, Dyhia Bouhadjra, Khadidja Chaib-Draa, Ali Zemouche, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Abderrazak Chahid, Ibrahima N'Doye, John E. Majoris, Michael L. Berumen, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Nouha Rouis, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2021 conf
ICSC
Ania Adil, Ibrahima N'Doye, Abdelghani Hamaz, Ali Zemouche, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Ibrahima N'Doye, Wenqi Cai, Asem Al-Alwan, Xiaobin Sun, Wael Ghazy Headary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
2021 J jnl
IFAC J. Syst. Control.
Ibrahima N'Doye, Wenqi Cai, Asem Al-Alwan, Xiaobin Sun, Wael Ghazy Headary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
2021 J jnl
CoRR
Fahad Aljehani, Ibrahima N'Doye, Micaela S. Justo, John E. Majoris, Michael L. Berumen, Taous-Meriem Laleg-Kirati
2020 J jnl
IEEE Trans. Control. Syst. Technol.
Ibrahima N'Doye, Sharefa Asiri, Adil Aloufi, Asem Al-Alwan, Taous-Meriem Laleg-Kirati
2020 J jnl
IEEE Internet Things J.
Ding Zhang, Ibrahima N'Doye, Tarig Ballal, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini, Taous-Meriem Laleg-Kirati
2019 J jnl
IEEE CAA J. Autom. Sinica
Ibrahima N'Doye, Khaled Nabil Salama, Taous-Meriem Laleg-Kirati
2019 conf
ECC
Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2018 conf
CCTA
Wenqi Cai, Ibrahima N'Doye, Xiaobin Sun, A. Al-Awan, Wael G. Alheadary, Mohamed-Slim Alouini, Boon S. Ooi, Taous-Meriem Laleg-Kirati
2017 conf
CCTA
Asem Al-Alwan, Xingang Guo, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2017 C conf
ACC
Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2017 conf
AFRICON
Shahrazed Elmetennani, Ibrahima N'Doye, Khaled Nabil Salama, Taous-Meriem Laleg-Kirati
2016 J jnl
IMA J. Math. Control. Inf.
Ibrahima N'Doye, Mohamed Darouach, Holger Voos, Michel Zasadzinski
2015 C conf
CCA
Fadi Eleiwi, Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2015 C conf
ACC
Ibrahima N'Doye, Taous-Meriem Laleg-Kirati
2014 conf
ECC
Ibrahima N'Doye, Holger Voos, Mohamed Darouach
2014 conf
ISIC
Lin Pan, Holger Voos, Ibrahima N'Doye, Mohamed Darouach
2014 conf
ECC
Lin Pan, Holger Voos, Ibrahima N'Doye, Mohamed Darouach
2014 conf
CDC
Ibrahima N'Doye, Holger Voos, Taous-Meriem Laleg-Kirati, Mohamed Darouach
2013 J jnl
Int. J. Appl. Math. Comput. Sci.
Ibrahima N'Doye, Mohamed Darouach, Holger Voos, Michel Zasadzinski
2013 J jnl
IEEE J. Emerg. Sel. Topics Circuits Syst.
Ibrahima N'Doye, Holger Voos, Mohamed Darouach
2013 conf
ECC
Ibrahima N'Doye, Mohamed Darouach, Holger Voos
2013 J jnl
Autom.
Ibrahima N'Doye, Mohamed Darouach, Michel Zasadzinski, Nour-Eddine Radhy
2011 conf
CDC/ECC
Ibrahima N'Doye, Mohamed Darouach, Michel Zasadzinski, Nour-Eddine Radhy
2010 conf
CDC
Ibrahima N'Doye, Michel Zasadzinski, Mohamed Darouach, Nour-Eddine Radhy
2009 conf
CDC
Ibrahima N'Doye, Michel Zasadzinski, Mohamed Darouach, Nour-Eddine Radhy
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"