Xiaojian Li

27 papers A 2Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Ind. Electron.
Yihe Yang, Yue Jiang, Wenyu Cao, Cong Li, Wei Jiang, Hangjie Mo, Xiaojian Li, Xin Xu, Xinglong Zhang
2026 J jnl
IEEE Trans. Medical Imaging
Hangjie Mo, Weizhao Cheng, Ziming Shen, Ruofeng Wei, Ling Li, Xiaojian Li, Shanlin Yang
2025 J jnl
IEEE Trans Autom. Sci. Eng.
Yudong Shi, Hangjie Mo, Xilin Xiao, Jin Fang, Ling Li, Kang Min, Xiaojian Li
2025 J jnl
Adv. Intell. Syst.
Xilin Xiao, Xiaojian Li, Hangjie Mo, Yudong Shi, Jing Fang, Ling Li, Bo Ouyang, Shanlin Yang
2025 J jnl
CoRR
Xiaojian Li, Yongkang Leng, Ruiqing Ding, Hangjie Mo, Shanlin Yang
2025 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Jin Fang, Xiaojian Li, Hangjie Mo, Hua Tang, Pengxin Guo, Kai Yan, Xinyue Li, Ling Li
2025 J jnl
CoRR
Adam Schmidt, Mert Asim Karaoglu, Soham Sinha, Mingang Jang, Ho-Gun Ha, Kyungmin Jung, Kyeongmo Gu, Ihsan Ullah, Hyunki Lee, Jonás Serých, Michal Neoral, Jirí Matas, Rulin Zhou, Wenlong He, An Wang, Hongliang Ren, Bruno Silva, Sandro F. Queiros, Estevão Lima, João L. Vilaça, Shunsuke Kikuchi, Atsushi Kouno, Hiroki Matsuzaki, Tongtong Li, Yulu Chen, Ling Li, Xiang Ma, Xiaojian Li, Mona Sheikh Zeinoddin, Xu Wang, Zafer Tandogdu, Greg Shaw, Evangelos B. Mazomenos, Danail Stoyanov, Yuxin Chen, Zijian Wu, Alexander Ladikos, Simon P. DiMaio, Septimiu E. Salcudean, Omid Mohareri
2024 conf
ROBIO
Xiaojian Li, Tongtong Li, Xiang Ma, Ling Li, Hangjie Mo, Jieyu Zheng
2024 J jnl
IEEE Trans. Instrum. Meas.
Jieyu Zheng, Xiaojian Li, Xin Wang, Haojun Wu, Ling Li, Xiang Ma, Shanlin Yang
2023 J jnl
IEEE Trans. Ind. Informatics
Yao Yu, Shuai Ding, Xiaojian Li, Zi Xu, Yaping Wang, Lina Qu, Yinghui Li, Shanlin Yang
2022 J jnl
IEEE Trans. Syst. Man Cybern. Syst.
Shuai Ding, Shikang Hu, Xiaojian Li, Youtao Zhang, Desheng Dash Wu
2022 J jnl
IEEE Robotics Autom. Lett.
Ling Li, Xiaojian Li, Shuai Ding, Zhao Fang, Mengya Xu, Hongliang Ren, Shanlin Yang
2021 J jnl
IEEE J. Biomed. Health Informatics
Zijie Yue, Shuai Ding, Xiaojian Li, Shanlin Yang, Youtao Zhang
2021 J jnl
Expert Syst. J. Knowl. Eng.
Yan Qiu, Shuai Ding, Ningguang Yao, Dongxiao Gu, Xiaojian Li
2021 J jnl
ACM Trans. Knowl. Discov. Data
Hao Wang, Shuai Ding, Yeqing Li, Xiaojian Li, Youtao Zhang
2021 J jnl
IEEE Trans. Ind. Informatics
Ling Li, Xiaojian Li, Shanlin Yang, Shuai Ding, Alireza Jolfaei, Xi Zheng
2020 J jnl
Expert Syst. J. Knowl. Eng.
Shuai Ding, Shikang Hu, Jinxin Pan, Xiaojian Li, Gang Li, Xiao Liu
2020 J jnl
IEEE Trans. Ind. Electron.
Dongfang Li, Fuzhou Niu, Junyang Li, Xiaojian Li, Dong Sun
2020 J jnl
IEEE Trans. Ind. Informatics
Xiaojian Li, Shisan Xu, Shuk Han Cheng, Dong Sun
2019 conf
AIM
Hongmin Zhang, Xiaojian Li, Shuai Ding, Shanlin Yang, Ling Li, Yan Qiu
2019 conf
AIM
Yan Qiu, Xiaojian Li, Shuai Ding, Shanlin Yang, Ling Li, Hongmin Zhang
2018 J jnl
Autom.
Xiaojian Li, Shuxun Chen, Chichi Liu, Shuk Han Cheng, Yong Wang, Dong Sun
2018 J jnl
Sci. Robotics
Xiaojian Li, Tao Luo, Ran Wang, Chichi Liu, Shuxun Chen, Dongfang Li, Jianbo Yue, Shuk Han Cheng, Dong Sun
2018 J jnl
IEEE Trans. Control. Syst. Technol.
Mingyang Xie, Xiaojian Li, Yong Wang, Yunhui Liu, Dong Sun
2017 A conf
IROS
Xiaojian Li, Shuxun Chen, Yong Wang, Dong Sun
2017 J jnl
IEEE Trans. Robotics
Xiaojian Li, Chichi Liu, Shuxun Chen, Yong Wang, Shuk Han Cheng, Dong Sun
2016 A conf
IROS
Xiaojian Li, Chichi Liu, Shuxun Chen, Yong Wang, Shuk Han Cheng, Dong Sun
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"