Osama Sabri

22 papers B 4Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI Ethics
Shaul A. Duke, Peter Sandøe, Thomas Bøker Lund, Elisabetta Maria Abenavoli, Thomas Beyer, Daria Ferrara, Armin Frille, Stefan Gruenert, Osama Sabri, Roberto Sciagrà, Miriam Pepponi, Swen Hesse, Anke Tönjes, Hubert Wirtz, Josef Yu, Lalith Kumar Shiyam Sundar, Sune Hannibal Holm
2025 J jnl
NeuroImage
Theresa Bauer, Matthias Brendel, Mirlind Zaganjori, Alexander M. Bernhardt, Alexander Jäck, Sophia Stöcklein, Maximilian Scheifele, Johannes Levin, Thilo Van Eimeren, Alexander Drzezga, Osama Sabri, Henryk Barthel, Robert Perneczky, Günter U. Höglinger, Nicolai Franzmeier, Johannes Gnörich
2024 J jnl
NeuroImage
Johannes Gnörich, Mara Köhler, Karin Wind-Mark, Carolin Klaus, Artem Zatcepin, Giovanna Palumbo, Manvir Lalia, Laura Sebastian Monasor, Leonie Beyer, Florian Eckenweber, Maximilian Scheifele, Franz-Josef Gildehaus, Barbara von Ungern-Sternberg, Henryk Barthel, Osama Sabri, Peter Bartenstein, Jochen Herms, Sabina Tahirovic, Nicolai Franzmeier, Sibylle Ziegler, Matthias Brendel
2016 J jnl
NeuroImage
Ansel T. Hillmer, Irina Esterlis, Jean-Dominique Gallezot, F. Bois, Ming-Qiang Zheng, Nabeel Nabulsi, Shu-Fei Lin, R. L. Papke, Yiyun Huang, Osama Sabri, Richard E. Carson, Kelly P. Cosgrove
2015 J jnl
NeuroImage
Osama Sabri, Georg-Alexander Becker, Philipp M. Meyer, Swen Hesse, Stephan Wilke, Susanne Graef, Marianne Patt, Julia Luthardt, Gudrun Wagenknecht, Alexander Hoepping, René Smits, Annegret Franke, Bernhard Sattler, Bernd Habermann, Petra Neuhaus, Steffen Fischer, Solveig Tiepolt, Winnie Deuther-Conrad, Henryk Barthel, Peter Schönknecht, Peter Brust
2013 J jnl
NeuroImage
Elsmarieke van de Giessen, Swen Hesse, Matthan W. A. Caan, Franziska Zientek, John C. Dickson, Livia Tossici-Bolt, Terez Sera, Susanne Asenbaum, Renaud Guignard, Umit O. Akdemir, Gitte Moos Knudsen, Flavio Nobili, Marco Pagani, Thierry Vander Borght, Koen Van Laere, Andrea Varrone, Klaus Tatsch, Jan Booij, Osama Sabri
2011 conf
Bildverarbeitung für die Medizin
Eduard Fried, Tony Pilz, Stefan Wilke, Osama Sabri, Gudrun Wagenknecht
2011 J jnl
NeuroImage
Thomas Günther, Peter Schönknecht, Georg A. Becker, Sebastian Olbrich, Christian Sander, Swen Hesse, Philipp M. Meyer, Julia Luthardt, Ulrich Hegerl, Osama Sabri
2010 J jnl
NeuroImage
Philipp M. Meyer, Georg A. Becker, Kai Kendziorra, Florian Wegner, Karl Strecker, Marianne Patt, Swen Hesse, Hermann Josef Gertz, Johannes Schwarz, Osama Sabri
2010 J jnl
NeuroImage
Masanori Ichise, Georg A. Becker, Henryk Barthel, Marianne Patt, Julia Luthardt, Hermann Josef Gertz, Marcus Schultze-Mosgau, Beate Rohde, Cornelia Reininger, Osama Sabri
2010 J jnl
NeuroImage
Swen Hesse, Florian Then Bergh, Ralf Regenthal, Marianne Patt, Georg-Alexander Becker, Franziska Möller, Heike Knüpfer, Philipp M. Meyer, Osama Sabri
2010 J jnl
NeuroImage
Juergen Dukart, Karsten Mueller, Annette Horstmann, Barbara Vogt, Stefan Frisch, Henryk Barthel, Georg A. Becker, Harald E. Möller, Arno Villringer, Osama Sabri, Matthias L. Schroeter
2010 J jnl
NeuroImage
Georg A. Becker, Masanori Ichise, Henryk Barthel, Julia Luthardt, Marianne Patt, Marcus Schultze-Mosgau, Cornelia Reininger, Ulrich Hegerl, Hermann Josef Gertz, Osama Sabri
2010 J jnl
NeuroImage
Philipp M. Meyer, Katharina Kurtz, Eva Thomae, Georg A. Becker, Andreas Schildan, Donald Lobsien, Swen Hesse, Florian Then Bergh, Osama Sabri
2010 J jnl
NeuroImage
Swen Hesse, Florian Then Bergh, Franziska Möller, Ralf Regenthal, Marianne Patt, Georg-Alexander Becker, Philipp M. Meyer, Heike Knüpfer, Jürgen Kratzsch, Osama Sabri
2008 J jnl
NeuroImage
Philipp T. Meyer, Bernhard Sattler, Oliver H. Winz, Rico Fundke, Christian Oehlwein, Kai Kendziorra, Swen Hesse, Wolfgang M. Schaefer, Osama Sabri
2003 conf
Bildverarbeitung für die Medizin
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Udalrich Büll, Osama Sabri
2000 B conf
Image Processing
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Osama Sabri, Udalrich Büll
2000 conf
Electronic Imaging: Nonlinear Image Processing
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Osama Sabri, Udalrich Büll
2000 B conf
Image Processing
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Osama Sabri, Udalrich Büll
2000 B conf
Image Processing
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Thorsten Obladen, Osama Sabri, Udalrich Büll
2000 B conf
Image Processing
Gudrun Wagenknecht, Hans-Jürgen Kaiser, Thorsten Obladen, Osama Sabri, Udalrich Büll
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"