Imad M. Jaimoukha

74 papers C 5Journal 42Unranked 27
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Sheng Yu, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2025 conf
ECC
G. Huang, Mohammad Fahim Shakib, Imad M. Jaimoukha
2025 J jnl
IEEE Trans. Control. Syst. Technol.
Anastasis Georgiou, Zilin Feng, Simos A. Evangelou, Min Yu, Imad M. Jaimoukha, Daniele Dini
2024 conf
ECC
Sheng Yu, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2024 J jnl
CoRR
Zilin Feng, Anastasis Georgiou, Simos A. Evangelou, Min Yu, Imad M. Jaimoukha, Daniele Dini
2024 J jnl
SIAM J. Matrix Anal. Appl.
Satin K. Gungah, Fawwaz F. Alsubaie, Imad M. Jaimoukha
2024 J jnl
CoRR
Satin K. Gungah, Fawwaz F. Alsubaie, Imad M. Jaimoukha
2023 J jnl
CoRR
Sheng Yu, Xiao Pan, Anastasis Georgiou, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2023 conf
ICM
Sheng Yu, Xiao Pan, Anastasis Georgiou, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2023 J jnl
IEEE Trans. Smart Grid
Wangkun Xu, Martin Higgins, Jianhong Wang, Imad M. Jaimoukha, Fei Teng
2023 J jnl
IEEE Trans. Autom. Control.
Anastasis Georgiou, Furqan Tahir, Imad M. Jaimoukha, Simos A. Evangelou
2023 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz
2023 J jnl
IEEE Trans. Veh. Technol.
Zilin Feng, Min Yu, Simos A. Evangelou, Imad M. Jaimoukha, Daniele Dini
2023 J jnl
IEEE Trans. Inf. Forensics Secur.
Wangkun Xu, Imad M. Jaimoukha, Fei Teng
2022 J jnl
CoRR
Sheng Yu, Xiao Pan, Anastasis Georgiou, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2022 J jnl
CoRR
Wangkun Xu, Martin Higgins, Jianhong Wang, Imad M. Jaimoukha, Fei Teng
2022 J jnl
CoRR
Anastasis Georgiou, Furqan Tahir, Imad M. Jaimoukha, Simos A. Evangelou
2022 conf
CCTA
Zilin Feng, Min Yu, Simos A. Evangelou, Imad M. Jaimoukha, Daniele Dini
2022 J jnl
CoRR
Zilin Feng, Min Yu, Simos A. Evangelou, Imad M. Jaimoukha, Daniele Dini
2022 J jnl
CoRR
Zilin Feng, Min Yu, Simos A. Evangelou, Imad M. Jaimoukha, Daniele Dini
2022 conf
ISGT-Europe
Wangkun Xu, Imad M. Jaimoukha, Fei Teng
2022 conf
ECC
Sheng Yu, Xiao Pan, Anastasis Georgiou, Boli Chen, Imad M. Jaimoukha, Simos A. Evangelou
2022 J jnl
IEEE Control. Syst. Lett.
Wenjia Luo, Cong Zhang, Imad M. Jaimoukha
2021 J jnl
CoRR
Wangkun Xu, Imad M. Jaimoukha, Fei Teng
2020 J jnl
CoRR
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu
2020 conf
CDC
Cheng Hu, Imad M. Jaimoukha
2020 conf
ECC
Cheng Hu, Imad M. Jaimoukha
2020 conf
CDC
Anastasis Georgiou, Furqan Tahir, Simos A. Evangelou, Imad M. Jaimoukha
2017 C conf
ACC
Cong Zhang, Imad M. Jaimoukha
2016 C conf
ACC
Cong Zhang, Imad M. Jaimoukha, Felix Rafael Segundo Sevilla
2015 J jnl
IEEE Trans. Autom. Control.
Felix Rafael Segundo Sevilla, Imad M. Jaimoukha, Balarko Chaudhuri, Petr Korba
2015 J jnl
IEEE Trans. Autom. Control.
Furqan Tahir, Imad M. Jaimoukha
2015 conf
CDC
Chengyuan Liu, Imad M. Jaimoukha
2014 J jnl
Autom.
Ze Zhang, Imad M. Jaimoukha
2013 J jnl
Math. Control. Signals Syst.
J. Kiskiras, Imad M. Jaimoukha, G. D. Halikias
2013 J jnl
Autom.
Furqan Tahir, Imad M. Jaimoukha
2012 J jnl
IEEE Trans. Signal Process.
Shakil Ahmed, Eric C. Kerrigan, Imad M. Jaimoukha
2011 conf
CDC/ECC
Ze Zhang, Imad M. Jaimoukha
2011 conf
CDC/ECC
Shakil Ahmed, Eric C. Kerrigan, Imad M. Jaimoukha
2010 conf
CDC
Ze Zhang, Imad M. Jaimoukha
2010 C conf
ACC
Mian Ilyas Ahmad, Imad M. Jaimoukha, Michalis Frangos
2010 conf
CDC
Mian Ilyas Ahmad, Imad M. Jaimoukha, Michalis Frangos
2009 conf
ECC
Michalis Frangos, Imad M. Jaimoukha
2009 conf
CDC
Ze Zhang, Imad M. Jaimoukha
2009 J jnl
Int. J. Control
Zhenhai Li, Imad M. Jaimoukha
2009 conf
ECC
Patience Ebehiremen Orukpe, Imad M. Jaimoukha
2008 J jnl
Eur. J. Control
Michalis Frangos, Imad M. Jaimoukha
2007 J jnl
IEEE Trans. Control. Syst. Technol.
Argyrios C. Zolotas, Balarko Chaudhuri, Imad M. Jaimoukha, Petr Korba
2007 conf
CDC
Patience Ebehiremen Orukpe, Imad M. Jaimoukha
2007 conf
SoSE
Argyrios C. Zolotas, Petr Korba, Balarko Chaudhuri, Imad M. Jaimoukha
2007 C conf
ACC
Patience Ebehiremen Orukpe, Imad M. Jaimoukha, Haitham El-Zobaidi
2007 J jnl
J. Glob. Optim.
G. D. Halikias, Imad M. Jaimoukha, Umar Malik, S. K. Gungah
2007 conf
CDC
Michalis Frangos, Imad M. Jaimoukha
2006 J jnl
Autom.
Imad M. Jaimoukha, Zhenhai Li, Vasilios Papakos
2006 C conf
ACC
Imad M. Jaimoukha, Zhenhai Li, Emmanuel Mazars
2006 J jnl
SIAM J. Control. Optim.
Imad M. Jaimoukha, G. D. Halikias, Umar Malik, S. K. Gungah
2006 J jnl
Math. Program.
Umar Malik, Imad M. Jaimoukha, G. D. Halikias, S. K. Gungah
2006 conf
CDC
Zhenhai Li, Emmanuel Mazars, Imad M. Jaimoukha
2005 J jnl
Autom.
Imad M. Jaimoukha, Haitham El-Zobaidi, David J. N. Limebeer, Nilay Shah
2005 J jnl
IEEE Trans. Control. Syst. Technol.
Atul S. Sharma, David J. N. Limebeer, Imad M. Jaimoukha, Jonathan B. Lister
2003 conf
CDC
Vasilios Papakos, Imad M. Jaimoukha
2003 conf
ECC
George D. Halikias, Imad M. Jaimoukha
2001 conf
CDC
S. K. Gungah, Umar Malik, Imad M. Jaimoukha, George D. Halikias
2001 conf
CDC
Vasilios Papakos, Imad M. Jaimoukha
2001 J jnl
IEEE Trans. Autom. Control.
Haitham El-Zobaidi, Imad M. Jaimoukha, David J. N. Limebeer
2000 J jnl
SIAM J. Control. Optim.
S. K. Gungah, G. D. Halikias, Imad M. Jaimoukha
2000 conf
CDC
S. K. Gungah, G. D. Halikias, Imad M. Jaimoukha
2000 conf
CDC
Haitham El-Zobaidi, Imad M. Jaimoukha, David J. N. Limebeer
1998 J jnl
IEEE Trans. Autom. Control.
George D. Halikias, Imad M. Jaimoukha
1998 J jnl
Math. Control. Signals Syst.
George D. Halikias, Imad M. Jaimoukha
1997 J jnl
IEEE Trans. Autom. Control.
M. M. M. Al-Husari, Imad M. Jaimoukha, David J. N. Limebeer
1997 J jnl
IEEE Trans. Autom. Control.
Imad M. Jaimoukha
1997 J jnl
SIAM J. Matrix Anal. Appl.
Imad M. Jaimoukha, Ebrahim M. Kasenally
1995 J jnl
SIAM J. Matrix Anal. Appl.
Imad M. Jaimoukha, Ebrahim M. Kasenally
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"