Xiaohui Lu

39 papers A 1B 1C 1Journal 30Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Robotics Autom. Lett.
Xiaohui Lu, Jianhu Nie
2026 J jnl
Displays
Guangxin Wu, Shaosong Li, Suyu Zhou, Liyuan Tian, Gaojian Cui, Xiaohui Lu, Junchen Jiang
2025 J jnl
IEEE Trans. Instrum. Meas.
Jianhui Nie, Yaning Wang, Zhiwei Shen, Xiaohui Lu
2024 conf
ICONIP (10)
Ran Tao, Hailun Lu, Xiaohui Lu
2024 J jnl
IEEE Robotics Autom. Lett.
Zhiwei Shen, Xiaohui Lu, Yaning Wang, Jianhui Nie
2024 J jnl
IEEE Trans. Instrum. Meas.
Jianhui Nie, Xiaohui Lu, Zhiwei Shen, Yaning Wang
2023 J jnl
Complex Intell. Syst.
Jin Wang, Cheng Zhang, Ting Yan, Jingru Yang, Xiaohui Lu, Guodong Lu, Bincheng Huang
2023 J jnl
Complex Intell. Syst.
Cheng Zhang, Jin Wang, Ting Yan, Xiaohui Lu, Guodong Lu, Xiaolin Tang, Bincheng Huang
2023 J jnl
Sensors
Zhenguo Zhang, Yikun Dong, Shuai Yu, Xiaohui Lu, Keping Liu
2022 J jnl
IEEE Trans. Ind. Electron.
Guangda Qiao, Peng Ning, Xiao Xia, Yang Yu, Xiaohui Lu, Tinghai Cheng
2021 J jnl
IEEE Access
Niaona Zhang, Zongzhi Han, Zhe Zhang, Konghui Guo, Xiaohui Lu
2021 conf
DSIT
Zhongming Yang, Xiaohui Lu, Lilong Huang, Jun Yu, Jianhui Yang
2021 J jnl
Comput. Electron. Agric.
Jingru Yang, Jin Wang, Guodong Lu, Shaomei Fei, Ting Yan, Cheng Zhang, Xiaohui Lu, Zhiyong Yu, Wencui Li, Xiaolin Tang
2020 J jnl
IEEE Access
Xiaohui Lu, Qiang Gao, Yikang Li, Yang Yu, Xiaosong Zhang, Guangda Qiao, Tinghai Cheng
2020 J jnl
Neural Comput. Appl.
Xiu Zhang, Xiaohui Lu, Xin Zhang, Lei Wang
2020 J jnl
IEEE Access
Xiaohui Lu, Qiang Gao, Yingting Wang, Xianpeng Fu, Ping Wang, Tinghai Cheng, Chuanxue Song
2020 J jnl
IEEE Access
Shitong Yang, Xiao Xia, Xia Liu, Guangda Qiao, Xiaosong Zhang, Xiaohui Lu
2020 J jnl
IEEE Trans. Ind. Informatics
Zhihan Lv, Weijia Kong, Xin Zhang, Dingde Jiang, Haibin Lv, Xiaohui Lu
2020 J jnl
Ad Hoc Networks
Xiu Zhang, Xiaohui Lu, Xin Zhang
2019 J jnl
IEEE Access
Yang Yu, Qiang Gao, Xiaosong Zhang, Guangda Qiao, Yi Han, Xiaohui Lu, Tinghai Cheng
2019 conf
CSPS
Xiaohui Lu, Xiu Zhang, Ruiqing Xing, Xin Zhang, Yupeng Li, Liang Han
2019 J jnl
Turkish J. Electr. Eng. Comput. Sci.
Xiaohui Lu, Dong Chen, Tinghai Cheng, Zhe Li
2019 J jnl
Clust. Comput.
Xiaohui Lu, Song Mengen, Peifang Wang
2019 J jnl
J. Robotics Mechatronics
Yongping Dan, Yaming Song, Dongyun Wang, Fenghui Zhang, Wei Liu, Xiaohui Lu
2018 J jnl
IEEE Access
Tinghai Cheng, Wenbo Liu, Xiaohui Lu, Yingting Wang, Gang Bao, Ming Liu
2018 J jnl
Sci. China Inf. Sci.
Xiaohui Lu, Zhe Li, Lulu Guo, Bingzhao Gao, Niaona Zhang, Chuanxue Song
2017 J jnl
IEEE Trans. Ind. Electron.
Tinghai Cheng, Meng He, Hengyu Li, Xiaohui Lu, Hongwei Zhao, Haibo Gao
2017 J jnl
IEEE Access
Hengyu Li, Yikang Li, Tinghai Cheng, Xiaohui Lu, Hongwei Zhao, Haibo Gao
2017 J jnl
Telecommun. Syst.
Ping Wang, Daji Zhu, Xiaohui Lu
2017 J jnl
IEEE Trans. Comput. Soc. Syst.
Makoto Nakatsuji, Qingpeng Zhang, Xiaohui Lu, Bassem Makni, James A. Hendler
2015 J jnl
IEEE Trans. Ind. Electron.
Xiaohui Lu, Hong Chen, Bingzhao Gao, Zhenwei Zhang, Weiwei Jin
2014 J jnl
Soc. Netw. Anal. Min.
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2013 B conf
ASONAM
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2013 conf
NSW
Yang Yang, Nitesh V. Chawla, Xiaohui Lu, Sibel Adali
2013
Xiaohui Lu
2013 J jnl
ACM Trans. Knowl. Discov. Data
Sibel Adali, Malik Magdon-Ismail, Xiaohui Lu
2012 conf
SocialCom/PASSAT
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail
2011 A conf
ICWSM
Sibel Adali, Xiaohui Lu, Malik Magdon-Ismail, Jonathan T. Purnell
2009 C conf
MEDES
Xiaohui Lu, Markus Schaal, Sibel Adali, Anand Kishore Raju
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"