Karen B. Schloss

29 papers B 4Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Vis. Comput. Graph.
Halle C. Braun, Kushin Mukherjee, Seth R. Gorelik, Karen B. Schloss
2025 J jnl
CoRR
Halle C. Braun, Kushin Mukherjee, Seth R. Gorelik, Karen B. Schloss
2024 B conf
CogSci
Kushin Mukherjee, Timothy T. Rogers, Karen B. Schloss
2024 J jnl
CoRR
Kushin Mukherjee, Timothy T. Rogers, Karen B. Schloss
2024 J jnl
Presence Teleoperators Virtual Environ.
Ross Tredinnick, Karen B. Schloss, Kevin Ponto
2023 conf
IEEE VIS (Short Papers)
Clementine Zimnicki, Chin Tseng, Danielle Albers Szafir, Karen B. Schloss
2023 J jnl
CoRR
Clementine Zimnicki, Chin Tseng, Danielle Albers Szafir, Karen B. Schloss
2023 J jnl
IEEE Trans. Vis. Comput. Graph.
Melissa A. Schoenlein, Johnny Campos, Kevin J. Lande, Laurent Lessard, Karen B. Schloss
2022 J jnl
Cogn. Sci.
Anna N. Bartel, Kevin J. Lande, Joris Roos, Karen B. Schloss
2022 J jnl
IEEE Trans. Vis. Comput. Graph.
Kushin Mukherjee, Brian Yin, Brianne E. Sherman, Laurent Lessard, Karen B. Schloss
2022 J jnl
CoRR
Melissa A. Schoenlein, Johnny Campos, Kevin J. Lande, Laurent Lessard, Karen B. Schloss
2021 J jnl
CoRR
Kushin Mukherjee, Brian Yin, Brianne E. Sherman, Laurent Lessard, Karen B. Schloss
2021 J jnl
IEEE Trans. Vis. Comput. Graph.
Karen B. Schloss, Zachary Leggon, Laurent Lessard
2021 J jnl
CoRR
Karen B. Schloss, Melissa A. Schoenlein, Ross Tredinnick, Simon Smith, Nathaniel Miller, Chris Racey, Christian Castro, Bas Rokers
2020 J jnl
IEEE Trans. Vis. Comput. Graph.
Ragini Rathore, Zachary Leggon, Laurent Lessard, Karen B. Schloss
2020 J jnl
CoRR
Karen B. Schloss, Zachary Leggon, Laurent Lessard
2019 J jnl
CoRR
Ragini Rathore, Zachary Leggon, Laurent Lessard, Karen B. Schloss
2019 J jnl
IEEE Trans. Vis. Comput. Graph.
Karen B. Schloss, Connor Gramazio, Allison T. Silverman, Madeline L. Parker, Audrey S. Wang
2018 B conf
CogSci
Caitlyn McColeman, Audrey Michal, Robert L. Goldstone, Karen B. Schloss, Jennifer Kaminski, Jessica Hullman
2017 J jnl
IEEE Trans. Vis. Comput. Graph.
Connor Gramazio, David H. Laidlaw, Karen B. Schloss
2017 J jnl
Cogn. Sci.
Karen B. Schloss, Rolf Nelson, Laura Parker, Isobel A. Heck, Stephen E. Palmer
2016 J jnl
Cogn. Sci.
Kazuhiko Yokosawa, Karen B. Schloss, Michiko Asano, Stephen E. Palmer
2016 conf
HVEI
Stephen E. Palmer, Karen B. Schloss, William S. Griscom
2015 B conf
CogSci
Carmel A. Levitan, Sara Charney, Karen B. Schloss, Stephen E. Palmer
2014 B conf
CogSci
Karen B. Schloss, Carolyn S. Goldberger, Stephen E. Palmer, Carmel A. Levitan
2014 J jnl
IEEE Trans. Vis. Comput. Graph.
Connor Gramazio, Karen B. Schloss, David H. Laidlaw
2010 conf
Human Vision and Electronic Imaging
Karen B. Schloss, Stephen E. Palmer
2010 conf
CIC
Stephen E. Palmer, Karen B. Schloss
2010 conf
Human Vision and Electronic Imaging
Stephen E. Palmer, Karen B. Schloss
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"