Nadir Hakem

43 papers B 10C 3Journal 10Unranked 20
YearRankTypeTitle / Venue / Authors
2025 conf
CITS
Md Saiful Islam Rubel, Nahi Kandil, Nadir Hakem, Mozhan Shirani
2025 conf
WiSEE
Clement Nzoleko, Aurélien Surier, Hussam Zgheib, Nadir Hakem, Nahi Kandil
2024 J jnl
Sensors
Nour Zaarour, Nadir Hakem, Nahi Kandil
2024 conf
WiSEE
Aurélien Surier, Nadir Hakem, Nahi Kandil, Michel Misson
2023 conf
ACTEA
Bassam Zahreddine, Nahi Kandil, Nadir Hakem
2023 conf
ACTEA
Ali Issa, Nahi Kandil, Nadir Hakem
2023 conf
ACTEA
Nour Zaarour, Nadir Hakem, Nahi Kandil
2021 J jnl
Internet Things
Abdellah Chehri, Tarik El Ouahmani, Nadir Hakem
2020 B conf
KES
Abdellah Chehri, Hasna Chaibi, Rachid Saadane, Nadir Hakem, Mohamed Wahbi
2020 B conf
IWCMC
Nour Zaarour, Sofiène Affes, Nahi Kandil, Nadir Hakem
2020 B conf
KES
Abdellah Chehri, Rachid Saadane, Nadir Hakem, Hasna Chaibi
2020 C conf
IPCCC
Guéréguin Der Sylvestre Sidibé, Raphaël Bidaud, Marie-Françoise Servajean, Nadir Hakem, Michel Misson
2020 J jnl
Int. J. Commun. Syst.
El Hadji Malick Ndoye, Ousmane Diallo, Nadir Hakem, Frédérique Jacquet, Michel Misson, Joel J. P. C. Rodrigues
2020 B conf
KES
Ahmed Slalmi, Hasna Chaibi, Abdellah Chehri, Rachid Saadane, Gwanggil Jeon, Nadir Hakem
2020 B conf
KES
Abdessamad El Rharras, Mohammed Saber, Abdellah Chehri, Rachid Saadane, Nadir Hakem, Gwanggil Jeon
2020 conf
KES-HCIS
Ali Issa, Nadir Hakem, Nahi Kandil, Abdellah Chehri
2020 B conf
KES
Mohammed Saber, Abdessamad El Rharras, Rachid Saadane, Abdellah Chehri, Nadir Hakem, Hatim Kharraz Aroussi
2019 conf
ACTEA
Ali Nehme, Nahi Kandil, Nadir Hakem
2019 B conf
KES
Tarik El Ouahmani, Abdellah Chehri, Nadir Hakem
2019 conf
VTC Fall
Hamou Chehri, Abdellah Chehri, Nadir Hakem
2019 conf
ACTEA
Hussein Hijazi, Nahi Kandil, Nour Zaarour, Nadir Hakem
2019 B conf
KES
Hamou Chehri, Abdellah Chehri, Nadir Hakem
2019 J jnl
Wirel. Networks
Hamadoun Tall, Gérard Chalhoub, Nadir Hakem, Michel Misson
2019 B conf
GLOBECOM
Guéréguin Der Sylvestre Sidibé, Raphaël Bidaud, Marie-Françoise Servajean, Nadir Hakem, Michel Misson
2019 conf
WiSEE
Guéréguin Der Sylvestre Sidibé, Aurélien Surier, Raphaël Bidaud, Gilles Y. Delisle, Nadir Hakem, Marie-Françoise Servajean, Badr Rmili, Gérard Chalhoub, Michel Misson
2019 conf
ACTEA
Ali Issa, Nadir Hakem, Nahi Kandil
2018 J jnl
Sensors
Alex Mouapi, Nadir Hakem
2018 J jnl
ICT Express
Alex Mouapi, Nadir Hakem, Gilles Y. Delisle
2017 conf
UEMCON
Lina Abou Haibeh, Nadir Hakem
2017 conf
LATINCOM
Kazi Mustafizur Rahman, Nadir Hakem, Biki Barua
2017 conf
ADHOC-NOW
Affoua Therese Aby, Marie-Françoise Servajean, Nadir Hakem, Michel Misson
2017 conf
CCWC
Lina Abou Haibeh, Nadir Hakem, Ousama Abu Safia
2017 conf
CCWC
Lina Abou Haibeh, Nadir Hakem, Ousama Abu Safia
2017 C conf
PEMWN
Kazi Mustafizur Rahman, Nadir Hakem, Biki Barua
2016 conf
VTC Fall
Mohamed Said Mezghanni, Nahi Kandil, Nadir Hakem
2015 conf
ICUWB
Nour Zaarour, Sofiène Affes, Nahi Kandil, Nadir Hakem
2015 J jnl
J. Networks
Matteo Cypriani, Gilles Y. Delisle, Nadir Hakem
2013 C conf
IPIN
Matteo Cypriani, Gilles Y. Delisle, Nadir Hakem
2012 conf
VTC Spring
Mina Kalakh, Nahi Kandil, Nadir Hakem
2011 J jnl
J. Comput. Networks Commun.
Bertrand Nkakanou, Gilles Y. Delisle, Nadir Hakem
2009 J jnl
J. Commun.
Hasnaâ Aniss, Nadir Hakem, Charles Despi, Larbi Talbi
2009 J jnl
J. Networks
Manani M. Moutairou, Hasnaâ Aniss, Gilles Y. Delisle, Nadir Hakem
2002 B conf
PIMRC
Nadir Hakem, Michel Misson
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOSegment


class MachOSegmentExtractor(MachOExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

    def tag(self):
        return Tag.MACHO_SEGMENT.value

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

                except Exception as e:
                    self.log.warning(
                        f'Unable to process segment "{segment.get("segname", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                    )
                    continue

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return segments

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

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

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

    def get_clickhouse_table(self) -> str:
        return "redb_macho_segments"