Isabel John

44 papers A* 1A 2B 16C 5Misc 1Journal 7Unranked 9
YearRankTypeTitle / Venue / Authors
2025 C conf
EDUCON
Viviana Callea, Isabel John, Apollonia Matrisciano, Mihai Ursache
2025 C conf
EDUCON
Isabel John, Anne Hess, Tobias Fertig
2024 C conf
EDUCON
Isabel John, Tobias Fertig
2022 C conf
EDUCON
Isabel John, Tobias Fertig
2022 Misc conf
SAC
Alexander Uder, Isabel John, Seok-Won Lee
2020 conf
SEUH
Isabel John
2020 J jnl
Int. J. Eng. Pedagog.
Lisa Keller, Isabel John
2019 C conf
EDUCON
Lisa Keller, Isabel John
2011 conf
VaMoS
Isabel John, Adeline Silva
2011 J jnl
Softwaretechnik-Trends
Isabel John
2011 B ed.
SPLC
Eduardo Santana de Almeida, Tomoji Kishi, Christa Schwanninger, Isabel John, Klaus Schmid
2011 ed.
SPLC Workshops
Ina Schaefer, Isabel John, Klaus Schmid
2010 B conf
REFSQ
Karina Villela, Jörg Dörr, Isabel John
2010 B conf
SPLC
Isabel John, Karina Villela
2010 B conf
SPLC
Danilo Beuche, Isabel John
2010
Isabel John
2010 B conf
SPLC
Isabel John, Christa Schwanninger, Eduardo Santana de Almeida
2010 J jnl
IEEE Softw.
Isabel John
2009 B conf
SPLC
Isabel John, Michael Eisenbarth
2009 B conf
SPLC
Isabel John, Karina Villela
2008 B conf
SPLC
Isabel John, Karina Villela
2007 conf
SPLC (2)
Jaejoon Lee, Isabel John, Toshiaki Aoki, John D. McGregor
2007 conf
VaMoS
Isabel John, Jaejoon Lee, Dirk Muthig
2007 B conf
SPLC
Danilo Beuche, Andreas Birk, Heinrich Dreier, Andreas Fleischmann, Heidi Galle, Gerald Heller, Dirk Janzen, Isabel John, Ramin Tavakoli Kolagari, Thomas von der Maßen, Andreas Wolfram
2006 B conf
SPLC
Isabel John, Jens Knodel, Theresa Lehner, Dirk Muthig
2006 ch.
Software Product Lines
Isabel John
2006 B conf
SPLC
Ronny Kolb, Isabel John, Jens Knodel, Dirk Muthig, Uwe Haury, Gerald Meier
2006 B conf
SPLC
Isabel John, Len Bass, Giuseppe Lami
2005 conf
WCRE
Jens Knodel, Isabel John, Dharmalingam Ganesan, Martin Pinzger, Fernando Usero, José L. Arciniegas, Claudio Riva
2005 A* conf
ICSE
Klaus Schmid, Isabel John, Ronny Kolb, Gerald Meier
2004 J jnl
Sci. Comput. Program.
Klaus Schmid, Isabel John
2004 J jnl
Softwaretechnik-Trends
Isabel John, Kirstin Kohler, Klaus Schmid
2004 J jnl
Softwaretechnik-Trends
Isabel John
2004 B conf
SPLC
Birgit Geppert, Isabel John, Giuseppe Lami
2004 B conf
SPLC
Isabel John, Klaus Schmid
2004 B conf
SPLC
Isabel John, Klaus Schmid
2003 conf
ISESE
Teade Punter, Marcus Ciolkowski, Bernd G. Freimut, Isabel John
2003 conf
PFE
Alessandro Fantechi, Stefania Gnesi, Isabel John, Giuseppe Lami, Jörg Dörr
2003 J jnl
IEEE Softw.
Andreas Birk, Gerald Heller, Isabel John, Klaus Schmid, Thomas von der Maßen, Klaus Müller
2002 conf
EUROMICRO
Klaus Schmid, Isabel John
2002 A conf
RE
Isabel John, Dirk Muthig, Peter Sody, Enno Tolzmann
2002 B conf
ICSR
Klaus Schmid, Isabel John
2001 conf
PFE
Isabel John
1997 A conf
ICDAR
Karl-Hans Bläsius, Beate Grawemeyer, Isabel John, Norbert Kuhn
redb/extractors/pe_extractors/pe_imports.py
← Index redb/extractors/pe_extractors/pe_imports.py python
import inspect
from typing import Any, List, Tuple
from datetime import datetime, timezone

from redb.extractors.enum import Tag
from redb.extractors.pe_extractor import PEExtractor
from redb.models.dataclasses import PEImport


class PEImportExtractor(PEExtractor):

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

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

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

        imports_symbols = []
        imports_lib = []
        imports_total = 0
        # pe_import = None
        try:
            directory_entry_import = getattr(self.pe, "DIRECTORY_ENTRY_IMPORT", [])
            imports_total = len(directory_entry_import)
            for entry in directory_entry_import:
                symbols = []
                tmp_import = {}
                libname = entry.dll.decode() if entry.dll else ""
                imports_lib.append(libname)
                # replace . with _ to avoid issues with elastic
                # entryname = entryname.replace(".", "_")
                for symbol in entry.imports:
                    if symbol.name:
                        symbols.append(symbol.name.decode())
                # imports_symbols[entryname] = symbols
                tmp_import[libname] = symbols
                imports_symbols.append(tmp_import)
            return PEImport(
                pe_imports_total=imports_total,
                pe_import_libraryName=imports_lib if imports_lib else None,
                pe_import_functions=imports_symbols if imports_symbols else None,
            )
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
        return pe_import

    def extract(self):
        try:
            self.log.debug(inspect.currentframe().f_code.co_name)
            return self._extract_imports()
        except Exception as e:
            self.log.error(f"Extract imports error {self.hash.sha256} Exception: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            imports = self.extract()
            if (
                imports is None
                or imports.pe_imports_total == 0
                or (
                    imports.pe_import_libraryName is None
                    and imports.pe_import_functions is None
                )
            ):
                return None

            # Flatten the data - one row per function import
            data = []
            current_time = datetime.now(timezone.utc)

            for lib_funcs in imports.pe_import_functions:
                for lib, funcs in lib_funcs.items():
                    for func in funcs:
                        data.append(
                            [
                                self.sha256,  # sha256
                                self.md5,  # md5
                                self.sha1,  # sha1
                                lib,  # library_name
                                func,  # function_name
                                current_time,  # analysis_date
                            ]
                        )

            column_names = [
                "sha256",
                "md5",
                "sha1",
                "library_name",
                "function_name",
                "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)",
                "FixedString(32)",
                "FixedString(40)",
                "LowCardinality(Nullable(String))",
                "LowCardinality(Nullable(String))",
                "DateTime64(3, 'UTC')",
            ]

            if not data:
                return None

            return (data, column_names, column_type_names)

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