Ralf Krestel

125 papers A* 9A 7B 6C 3Misc 4Journal 26Unranked 65
YearRankTypeTitle / Venue / Authors
2025 A* conf
SIGIR
Ralf Krestel, Hidir Aras, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2025 Misc conf
RANLP
Aftab Anjum, Nimra Maqbool, Ralf Krestel
2025 conf
ICADL
Aftab Anjum, Ralf Krestel, Khansa Maqbool, Muhammad Mudasser Afzal
2025 J jnl
Knowl. Based Syst.
Supriyo Mandal, Ralf Krestel
2025 J jnl
Inf. Wiss. Prax.
Ralf Krestel
2025 conf
DHd
Julian Stalter, Matthias Springstein, Maximilian Kristen, Eric Müller-Budack, Stefanie Schneider, Elias Entrup, Hubertus Kohle, Ralf Krestel, Ralph Ewerth
2024 A* conf
SIGIR
Ralf Krestel, Hidir Aras, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2024 conf
NSLP
Lakshmi Rajendram Bashyam, Ralf Krestel
2024 conf
TPDL (1)
Dennis Davari, Liana Ermakova, Ralf Krestel
2024 conf
LREC/COLING
Benjamin Winter, Alexei Gustavo Figueroa Rosero, Alexander Löser, Felix Alexander Gers, Nancy Katerina Figueroa Rosero, Ralf Krestel
2024 conf
NLDB (1)
Aftab Anjum, Ralf Krestel
2024 conf
PatentSemTech@SIGIR
Naoya Yoshikawa, Ralf Krestel
2024 J jnl
TGDK
Alejandro Sierra Múnera, Linh Le, Gianluca Demartini, Ralf Krestel
2024 ed.
PatentSemTech@SIGIR
Hidir Aras, Ralf Krestel, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2024 conf
NLDB (1)
Alejandro Sierra Múnera, Ralf Krestel
2023 A* conf
SIGIR
Ralf Krestel, Hidir Aras, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2023 conf
xAI (2)
Mohamed Karim Belaid, Richard Bornemann, Maximilian Rabus, Ralf Krestel, Eyke Hüllermeier
2023 C conf
LDK
Jill Sammet, Ralf Krestel
2023 J jnl
Datenbank-Spektrum
Ralf Krestel, Udo Kruschwitz, Michael Wiegand, Theo Härder
2023 conf
JCDL
Alejandro Sierra Múnera, Jan Westphal, Ralf Krestel
2023 J jnl
Semantic Web
Nitisha Jain, Alejandro Sierra Múnera, Jan Ehmueller, Ralf Krestel
2023 ed.
PatentSemTech@SIGIR
Hidir Aras, Ralf Krestel, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2022 A* conf
SIGIR
Ralf Krestel, Hidir Aras, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2022 A* conf
IJCAI
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel
2022 J jnl
CoRR
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel
2022 J jnl
Inform. Spektrum
Ralf Krestel, Annegret Kuhn, Wilhelm Hasselbring
2022 A conf
CIKM
Nitisha Jain, Ralf Krestel
2022 J jnl
CoRR
Nitisha Jain, Ralf Krestel
2022 J jnl
CoRR
Mohamed Karim Belaid, Eyke Hüllermeier, Maximilian Rabus, Ralf Krestel
2022 conf
TEXT2KG/MK@ESWC
Nitisha Jain, Alejandro Sierra Múnera, Maria Lomaeva, Julius Streit, Simon Thormeyer, Philipp Schmidt, Ralf Krestel
2021 A* conf
SIGIR
Ralf Krestel, Hidir Aras, Linda Andersson, Florina Piroi, Allan Hanbury, Dean Alderucci
2021 conf
IUI Workshops
Julian Risch, Tim Repke, Lasse Kohlmeyer, Ralf Krestel
2021 J jnl
Data Min. Knowl. Discov.
Mohamed Karim Belaid, Maximilian Rabus, Ralf Krestel
2021 B conf
ESWC
Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, Ralf Krestel
2021 conf
ICADL
Tim Repke, Ralf Krestel
2021 conf
LChange@ACL-IJCNLP
Tim Reke, Robert Schwanhold, Ralf Krestel
2021 conf
NAACL-HLT (Demonstrations)
Julian Risch, Philipp Hager, Ralf Krestel
2021 conf
WI/IAT
Lasse Kohlmeyer, Tim Repke, Ralf Krestel
2021 B conf
CHIIR
Tim Repke, Ralf Krestel
2020 A conf
CIKM
Julian Risch, Ralf Krestel
2020 conf
TRAC@LREC
Julian Risch, Ralf Krestel
2020 Misc conf
KI
Ali Ehteshami Bejnordi, Ralf Krestel
2020 J jnl
Artif. Intell. Law
Philipp Hacker, Ralf Krestel, Stefan Grundmann, Felix Naumann
2020 conf
IUI Companion
Tim Repke, Ralf Krestel
2020 conf
JCDL
Julian Risch, Samuele Garda, Ralf Krestel
2020 conf
WI/IAT
Julian Risch, Victor Künstler, Ralf Krestel
2020 conf
ISWC (Demos/Industry)
Nitisha Jain, Ralf Krestel
2020 conf
TRAC@LREC
Julian Risch, Robin Ruff, Ralf Krestel
2020 J jnl
CoRR
Julian Risch, Nicolas Alder, Christoph Hewel, Ralf Krestel
2020 conf
ICPR Workshops (3)
Nitisha Jain, Christian Bartz, Tobias Bredow, Emanuel Metzenthin, Jona Otholt, Ralf Krestel
2020 conf
LWDA
Jan Ehmüller, Lasse Kohlmeyer, Holly McKee, Daniel Paeschke, Tim Repke, Ralf Krestel, Felix Naumann
2020 A conf
ICWSM
Julian Risch, Ralf Krestel
2020 J jnl
CoRR
Julian Risch, Ralf Krestel
2020 conf
JCDL
Tim Repke, Ralf Krestel
2019 J jnl
Data Technol. Appl.
Julian Risch, Ralf Krestel
2019 J jnl
Datenbank-Spektrum
Julian Risch, Ralf Krestel
2019 conf
MIDAS@PKDD
Thomas Kellermeier, Tim Repke, Ralf Krestel
2019 J jnl
CoRR
Julian Risch, Ralf Krestel
2019 B conf
TPDL
Nitisha Jain, Ralf Krestel
2019 conf
KONVENS
Julian Risch, Anke Stoll, Marc Ziegele, Ralf Krestel
2018 conf
TRAC@COLING 2018
Julian Risch, Ralf Krestel
2018 A conf
CIKM
Tim Repke, Ralf Krestel, Jakob Edding, Moritz Hartmann, Jonas Hering, Dennis Kipping, Hendrik Schmidt, Nico Scordialo, Alexander Zenner
2018 conf
ICADL
Julian Risch, Samuele Garda, Ralf Krestel
2018 A conf
ECIR
Tim Repke, Ralf Krestel
2018 conf
ALW
Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser
2018 J jnl
CoRR
Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser
2018 conf
TRAC@COLING 2018
Julian Risch, Ralf Krestel
2018 conf
ICDIM
Julian Risch, Ralf Krestel
2018 conf
JCDL
Julian Risch, Ralf Krestel
2018 conf
NAACL-HLT (3)
Carl Ambroselli, Julian Risch, Ralf Krestel, Andreas Loos
2018 conf
DSMM@SIGMOD
Michael Loster, Tim Repke, Ralf Krestel, Felix Naumann, Jan Ehmueller, Benjamin Feldmann, Oliver Maspfuhl
2018 conf
EDBT/ICDT Workshops
Tim Repke, Ralf Krestel
2018 conf
JCDL
Stefan Bunk, Ralf Krestel
2017 conf
DSMM@SIGMOD
Tim Repke, Michael Loster, Ralf Krestel
2017 J jnl
Datenbank-Spektrum
Felix Naumann, Ralf Krestel
2017 conf
LWDA
Ralf Krestel, Julian Risch
2017 A* conf
ICDM
Konstantina Lazaridou, Ralf Krestel, Felix Naumann
2017 conf
LWDA
Zhe Zuo, Michael Loster, Ralf Krestel, Felix Naumann
2017 B conf
TPDL
Julian Risch, Ralf Krestel
2017 conf
WWW (Companion Volume)
Toni Grütze, Ralf Krestel, Konstantina Lazaridou, Felix Naumann
2016 conf
AAAI Workshop: Scholarly Big Data
Jihyun Park, Margaret Blume-Kohout, Ralf Krestel, Eric T. Nalisnick, Padhraic Smyth
2016 conf
LWDA
Christian Godde, Konstantina Lazaridou, Ralf Krestel
2016 J jnl
Bull. IEEE Tech. Comm. Digit. Libr.
Konstantina Lazaridou, Ralf Krestel
2016 ed.
LWDA
Ralf Krestel, Davide Mottin, Emmanuel Müller
2016 conf
SMBM
Maximilian Grundke, Johannes Jasper, Mariya Perchyk, Jan Philipp Sachse, Ralf Krestel, Mariana L. Neves
2016 J jnl
SIGMOD Rec.
Felix Naumann, Ralf Krestel
2016 C conf
NLDB
Toni Grütze, Ralf Krestel, Felix Naumann
2016 conf
WWW (Companion Volume)
Maximilian Jenders, Ralf Krestel, Felix Naumann
2015 Misc conf
KI
Maximilian Jenders, Thorben Lindhauer, Gjergji Kasneci, Ralf Krestel, Felix Naumann
2015 J jnl
Neural Networks
Ralf Krestel, Nima Dokoohaki
2015 conf
LWA
Mandy Roick, Maximilian Jenders, Ralf Krestel
2015 conf
WWW (Companion Volume)
Toni Grütze, Gary Yao, Ralf Krestel
2015 conf
WI-IAT (1)
Tobias Schubotz, Ralf Krestel
2015 conf
WWW (Companion Volume)
Ralf Krestel, Thomas Werkmeister, Timur Pratama Wiradarma, Gjergji Kasneci
2014 J jnl
Nat. Lang. Eng.
Ralf Krestel, Sabine Bergler, René Witte
2013 conf
HT
Ralf Krestel, Stefan Siersdorfer
2013 A conf
RecSys
Ralf Krestel, Padhraic Smyth
2013 B conf
TPDL
Nam Khanh Tran, Sergej Zerr, Kerstin Bischoff, Claudia Niederée, Ralf Krestel
2012
Ralf Krestel
2012 J jnl
Neurocomputing
Ralf Krestel, Peter Fankhauser
2012 J jnl
Inf. Retr.
Ralf Krestel, Peter Fankhauser
2012 conf
WWW (Companion Volume)
Ralf Krestel, Alex Wall, Wolfgang Nejdl
2012 conf
DASFAA (2)
Christoph Lofi, Ralf Krestel
2011 conf
Web Intelligence
Ralf Krestel, Nima Dokoohaki
2011 ch.
Language Technology for Cultural Heritage
René Witte, Thomas Kappler, Ralf Krestel, Peter C. Lockemann
2011 conf
JCDL
Ralf Krestel, Gianluca Demartini, Eelco Herder
2010 J jnl
IEEE Intell. Syst.
René Witte, Ralf Krestel, Thomas Kappler, Peter C. Lockemann
2010 A* conf
SIGIR
Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel
2010 conf
Web Intelligence
Ralf Krestel, Peter Fankhauser
2010 Misc conf
KI
Ralf Krestel, Bhaskar Mehta
2010 conf
ECDL
Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel
2010 C conf
NLDB
René Witte, Ralf Krestel
2010 J jnl
Inf. Retr.
Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl
2009 conf
LA-WEB/CLIHC
Gianluca Demartini, Claudiu S. Firan, Mihai Georgescu, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl
2009 conf
TAC
Ralf Krestel, René Witte, Sabine Bergler
2009 A conf
RecSys
Ralf Krestel, Peter Fankhauser, Wolfgang Nejdl
2009 conf
DC@PKDD/ECML
Ralf Krestel, Peter Fankhauser
2008 conf
TAC
Ralf Krestel, Sabine Bergler, René Witte
2008 conf
LA-WEB
Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl
2008 B conf
LREC
Ralf Krestel, Sabine Bergler, René Witte
2008 conf
Web Intelligence
Ralf Krestel, Bhaskar Mehta
2008 conf
ASWC
Ralf Krestel, Ling Chen
2007 conf
Canadian AI
Ralf Krestel, René Witte, Sabine Bergler
2007 A* conf
AAAI
Ralf Krestel, René Witte, Sabine Bergler
2005 conf
Semantic Desktop Workshop
René Witte, Petra Gerlach, Markus Joachim, Thomas Kappler, Ralf Krestel, Praharshana Perera
redb/extractors/elf_extractors/elf_exports.py
← Index redb/extractors/elf_extractors/elf_exports.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 ELFExport


class ELFExportExtractor(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_exports = None
        self.elastic_index = self.index_prefix + "-elf_exports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_exported_functions_from_symbols(self, elf) -> Set[str]:
        """Extract exported functions from symbol tables."""
        exported_functions = set()

        try:
            # Check both static (.symtab) and dynamic (.dynsym) symbol tables
            symbol_sections = ['.symtab', '.dynsym']

            for section_name in symbol_sections:
                section = elf.get_section_by_name(section_name)
                if not section or not hasattr(section, 'iter_symbols'):
                    continue

                for symbol in section.iter_symbols():
                    # Check if symbol is exported (defined and globally visible)
                    if (symbol.name and
                        symbol.entry.get('st_shndx', 0) != 'SHN_UNDEF' and  # Not undefined
                        symbol.entry.get('st_info', {}).get('bind') in ['STB_GLOBAL', 'STB_WEAK'] and  # Global or weak binding
                        symbol.entry.get('st_info', {}).get('type') in ['STT_FUNC', 'STT_OBJECT']):  # Function or object

                        # Additional checks for meaningful exports
                        if (symbol.entry.get('st_value', 0) > 0 or  # Has a value
                            symbol.entry.get('st_size', 0) > 0):    # Has a size
                            exported_functions.add(symbol.name)

        except Exception as e:
            self.log.error(f"Error extracting exported functions from symbols: {e}")

        return exported_functions

    def _get_exported_functions_from_dynamic_section(self, elf) -> Set[str]:
        """Extract exported functions information from dynamic section."""
        exported_functions = set()

        try:
            # Get the dynamic section
            dynamic_section = elf.get_section_by_name('.dynamic')
            if not dynamic_section:
                return exported_functions

            # Look for version definition sections that might indicate exports
            # This is complementary to symbol table analysis
            for tag in dynamic_section.iter_tags():
                if tag.entry.d_tag == 'DT_SONAME':
                    # If it has a SONAME, it's likely a shared library with exports
                    # The actual exports are still found in symbol tables
                    pass

        except Exception as e:
            self.log.error(f"Error extracting exports from dynamic section: {e}")

        return exported_functions

    def _filter_meaningful_exports(self, exports: Set[str]) -> Set[str]:
        """Filter out compiler-generated and internal symbols to focus on meaningful exports."""
        filtered_exports = set()

        # Common patterns to exclude (compiler-generated, internal symbols)
        exclude_patterns = [
            '_start',
            '_init',
            '_fini',
            '__libc_',
            '__gmon_start__',
            '_IO_stdin_used',
            '__data_start',
            '__bss_start',
            '_edata',
            '_end',
            '__TMC_END__',
            '_ITM_deregisterTMCloneTable',
            '_ITM_registerTMCloneTable',
            '__cxa_finalize',
            '__gxx_personality_v0',
            '_Jv_RegisterClasses'
        ]

        for export in exports:
            # Skip empty or very short names
            if not export or len(export) < 2:
                continue

            # Skip symbols that match exclude patterns
            skip = False
            for pattern in exclude_patterns:
                if export.startswith(pattern):
                    skip = True
                    break

            # Skip symbols that look like internal mangled names (but keep reasonable C++ names)
            if export.startswith('_Z') and len(export) > 50:  # Very long mangled names
                skip = True

            if not skip:
                filtered_exports.add(export)

        return filtered_exports

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

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

            def extract_data(elf):
                # Extract exported functions from multiple sources
                exported_functions = set()

                # From symbol tables (primary source)
                symbol_exports = self._get_exported_functions_from_symbols(elf)
                exported_functions.update(symbol_exports)

                # From dynamic section (supplementary)
                dynamic_exports = self._get_exported_functions_from_dynamic_section(elf)
                exported_functions.update(dynamic_exports)

                # Filter out compiler-generated and internal symbols
                meaningful_exports = self._filter_meaningful_exports(exported_functions)

                # Convert to sorted list for consistent output
                export_functions_list = sorted(list(meaningful_exports))

                # Return ELFExport dataclass
                return ELFExport(
                    elf_exports_total=len(export_functions_list),
                    elf_export_functions=export_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_exports = result
            return self.elf_exports

        except Exception as e:
            self.log.error(f"Error extracting ELF exports {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_exports
        elif exporter_type == "ClickHouseExporter":
            try:
                if not self.elf_exports:
                    return None

                # Prepare data array
                data = [[
                    self.sha256,
                    self.md5,
                    self.sha1,
                    self.elf_exports.elf_exports_total,
                    self.elf_exports.elf_export_functions,
                    datetime.now(timezone.utc)
                ]]

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'elf_exports_total',
                    'elf_export_functions',
                    'analysis_date'
                ]

                if not data:
                    return None

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'UInt32',
                    'Array(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_exports"