Na Xu

48 papers Journal 48
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Geosci. Remote. Sens. Lett.
Shutian Zhu, Qiyue Liu, Chuanzhao Tian, Hanlie Xu, Jie Han, Wenhao Zhang, Na Xu
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yunkai Zhang, Na Xu, Xiaochun Zhai, Ke Zhao, Fangli Dou, Xue Liu, Lin Chen, Peng Zhang
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Dabin Ji, Husi Letu, Xu Ri, Na Xu, Xiaoqing Li, Xiaotao Li, Guoping Zhang, Yongqian Wang, Jiancheng Shi
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ling Wang, Shuaishuai Chen, Xiuqing Hu, Xinhua Niu, Hanlie Xu, Junwei Wang, Shunxia Miao, Hui Liu, Chengli Qi, Ling Sun, Na Xu
2025 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xiaochun Zhai, Shengrong Tian, Jian Shang, Guangzhen Cao, Minghu Ding, Xiao Cheng, Lei Zheng, Qian Shi, Yufang Ye, Ke Zhao, Zhaojun Zheng, Yixuan Shou, Na Xu, Xiuqing Hu, Lin Chen
2025 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Hu, Guangyuan Tan, Wenqiang Lu, Weihua Bai, Xiangguang Meng, Guanglin Yang, Weiguo Zong, Yueqiang Sun, Qifei Du, Xianyi Wang, Jian Shang, Xiuqing Hu, Na Xu, Xiangang Zhao, Jinsong Wang, Congliang Liu, Ruhan Wu
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xin Yang, Tao He, Yichuan Ma, Qingni Huang, Wanchun Zhang, Na Xu
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Junwei Wang, Xiuqing Hu, Kun Gao, Yuqing He, Ling Wang, Guorong Li, Na Xu, Peng Zhang
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yidan Si, Lin Chen, Yuanyuan Wang, Na Xu, Xingying Zhang, Leiku Yang, Xiuqing Hu, Shuaiyi Shi
2024 J jnl
Remote. Sens.
Jiahui Liang, Congliang Liu, Xi Wang, Xiangguang Meng, Yueqiang Sun, Mi Liao, Xiuqing Hu, Wenqiang Lu, Jinsong Wang, Peng Zhang, Guanglin Yang, Na Xu, Weihua Bai, Qifei Du, Peng Hu, Guangyuan Tan, Xianyi Wang, Junming Xia, Feixiong Huang, Cong Yin, Yuerong Cai, Peixian Li
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Wenwu Wang, Chong Shi, Huazhe Shang, Shuai Yin, Jian Xu, Na Xu, Lin Chen, Husi Letu
2024 J jnl
IEEE Geosci. Remote. Sens. Lett.
Wei Wang, Pengyu Huang, Na Xu, Jun Li, Di Di, Zhiqing Zhang, Ling Gao, Zhenming Ji, Min Min
2024 J jnl
IEEE Geosci. Remote. Sens. Lett.
Xiaochun Zhai, Shengrong Tian, Yufang Ye, Guangzhen Cao, Lin Chen, Na Xu, Zhaojun Zheng
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Pan Xia, Min Min, Jun Li, Na Xu, Xiaohu Zhang, Rundong Zhou, Zhiwei Wang, Bo Li, Yan-An Liu
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Haofei Wang, Peng Zhang, Dekui Yin, Jian Shang, Songyan Gu, Xiuqing Hu, Na Xu, Zhengqiang Li, Lili Qie, Lei Yang
2024 J jnl
Remote. Sens.
Qian Wang, Yongmei Wang, Na Xu, Jinghua Mao, Ling Sun, Entao Shi, Xiuqing Hu, Lin Chen, Zhongdong Yang, Fuqi Si, Jianguo Liu, Peng Zhang
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Xu, Xingwei He, Xiuqing Hu, Hanlie Xu, Ling Wang, Ronghua Wu, Ling Sun, Lin Chen, Yonggang Qi, Peng Zhang
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yongen Liang, Min Min, Hanlie Xu, Na Xu, Danyu Qing, Xiuqing Hu, Peng Zhang, Jing Li, Xiaoxuan Mou, Zijing Liu
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ni An, Huazhe Shang, Lesi Wei, Xu Ri, Chong Shi, Gegen Tana, Yuhai Bao, Zhaojun Zheng, Na Xu, Lin Chen, Peng Zhang, Lingmeng Ye, Husi Letu
2023 J jnl
Remote. Sens.
Yidan Si, Lin Chen, Zhaojun Zheng, Leiku Yang, Fu Wang, Na Xu, Xingying Zhang
2023 J jnl
Remote. Sens.
Xiaochun Zhai, Rui Xu, Zhixiong Wang, Zhaojun Zheng, Yixuan Shou, Shengrong Tian, Lin Tian, Xiuqing Hu, Lin Chen, Na Xu
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Tianlei Yu, Lin Chen, Na Xu, Hanlie Xu, Xiuqing Hu, Xingying Zhang
2023 J jnl
Remote. Sens.
Yueqiang Sun, Feixiong Huang, Junming Xia, Cong Yin, Weihua Bai, Qifei Du, Xianyi Wang, Yuerong Cai, Wei Li, Guanglin Yang, Xiaochun Zhai, Na Xu, Xiuqing Hu, Yan Liu, Cheng Liu, Dongwei Wang, Tongsheng Qiu, Yusen Tian, Lichang Duan, Fu Li, Xiangguang Meng, Congliang Liu, Guangyuan Tan, Peng Hu, Ruhan Wu, Dongmei Song
2023 J jnl
Remote. Sens.
Xiaohan Zhang, Chong Shi, Yidan Si, Husi Letu, Ling Wang, Chenqian Tang, Na Xu, Xianqiang He, Shuai Yin, Zhihua Zhang, Lin Chen
2023 J jnl
Remote. Sens.
Cong Yin, Feixiong Huang, Junming Xia, Weihua Bai, Yueqiang Sun, Guanglin Yang, Xiaochun Zhai, Na Xu, Xiuqing Hu, Peng Zhang, Jinsong Wang, Qifei Du, Xianyi Wang, Yuerong Cai
2023 J jnl
IEEE Geosci. Remote. Sens. Lett.
Feixiong Huang, Junming Xia, Cong Yin, Xiaochun Zhai, Guanglin Yang, Weihua Bai, Yueqiang Sun, Qifei Du, Xianyi Wang, Tongsheng Qiu, Yuerong Cai, Lichang Duan, Na Xu, Mi Liao, Xiuqing Hu, Peng Zhang
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Qian Wang, Peng Zhang, Na Xu, Lin Chen, Ronghua Wu, Jianguo Liu, Fuqi Si
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Zhonghui Tan, Shuo Ma, Chao Liu, Shiwen Teng, Na Xu, Xiuqing Hu, Peng Zhang, Wei Yan
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xingwei He, Na Xu, Xiaohu Feng, Xiuqing Hu, Hanlie Xu, Yi Peng
2022 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Feixiong Huang, Junming Xia, Cong Yin, Xiaochun Zhai, Na Xu, Guanglin Yang, Weihua Bai, Yueqiang Sun, Qifei Du, Mi Liao, Xiuqing Hu, Peng Zhang, Lichang Duan, Yan Liu
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Fu Wang, Min Min, Na Xu, Chao Liu, Zhiwei Wang, Lin Zhu
2022 J jnl
Remote. Sens.
Guanglin Yang, Weihua Bai, Jinsong Wang, Xiuqing Hu, Peng Zhang, Yueqiang Sun, Na Xu, Xiaochun Zhai, Xianjun Xiao, Junming Xia, Feixiong Huang, Cong Yin, Qifei Du, Xianyi Wang, Yuerong Cai, Xiangguang Meng, Guangyuan Tan, Peng Hu, Congliang Liu
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Xu, Peng Wu, Gang Ma, Qirui Hu, Xiuqing Hu, Ronghua Wu, Yunfeng Wang, Hanlie Xu, Lin Chen, Peng Zhang
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Min Min, Binglong Chen, Na Xu, Xingwei He, Xiaocheng Wei, Mengyuan Wang
2022 J jnl
IEEE Trans. Geosci. Remote. Sens.
Jun Chen, Wenting Quan, Kexin Wang, Qijin Han, Jia Liu, Qianguo Xing, Na Xu
2021 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Chen, Wenting Quan, Hongtao Duan, Qianguo Xing, Na Xu
2021 J jnl
Remote. Sens.
Xiaochun Zhai, Zhixiong Wang, Zhaojun Zheng, Rui Xu, Fangli Dou, Na Xu, Xingying Zhang
2020 J jnl
Remote. Sens.
Peng Zhang, Naimeng Lu, Chuanrong Li, Lei Ding, Xiaobing Zheng, Xuejun Zhang, Xiuqing Hu, Xin Ye, Lingling Ma, Na Xu, Lin Chen, Johannes Schmetz
2020 J jnl
Sensors
Ronghua Wu, Peng Zhang, Na Xu, Xiuqing Hu, Lin Chen, Lu Zhang, Zhongdong Yang
2020 J jnl
Remote. Sens.
Xiuqing Hu, Ling Wang, Junwei Wang, Lingli He, Lin Chen, Na Xu, Bingcheng Tao, Lu Zhang, Peng Zhang, Naimeng Lu
2018 J jnl
IEEE Trans. Geosci. Remote. Sens.
Na Xu, Xinhua Niu, Xiuqing Hu, Xianghua Wang, Ronghua Wu, Shuaishuai Chen, Lin Chen, Ling Sun, Lei Ding, Zhongdong Yang, Peng Zhang
2016 J jnl
IEEE Trans. Geosci. Remote. Sens.
Min Min, Guangzhen Cao, Na Xu, Yu Bai, Shenwang Jiang, Xiuqing Hu, Lixin Dong, Jianping Guo, Peng Zhang
2014 J jnl
Remote. Sens.
Na Xu, Lin Chen, Xiuqing Hu, Liyang Zhang, Peng Zhang
2013 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xiuqing Hu, Na Xu, Fuzhong Weng, Yong Zhang, Lin Chen, Peng Zhang
2013 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ling Sun, Xiuqing Hu, Na Xu, Jingjing Liu, Lijun Zhang, Zhiguo Rong
2013 J jnl
Remote. Sens.
Lin Chen, Xiuqing Hu, Na Xu, Peng Zhang
2012 J jnl
IEEE Trans. Geosci. Remote. Sens.
Xiuqing Hu, Ling Sun, Jingjing Liu, Lei Ding, Xianghua Wang, Yuan Li, Yong Zhang, Na Xu, Lin Chen
2012 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ling Sun, Xiuqing Hu, Maohua Guo, Na Xu
redb/extractors/elf_extractors/elf_notes.py
← Index redb/extractors/elf_extractors/elf_notes.py python
import inspect
import binascii
from datetime import datetime, timezone
from typing import Any, List, Dict

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 ELFNote


class ELFNotesExtractor(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_notes = []
        self.elastic_index = self.index_prefix + "-elf_notes"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _get_note_type_string(self, note_type: int, note_name: str) -> str:
        """Convert note type number to human-readable string."""

        # GNU-specific note types
        if note_name == "GNU":
            gnu_types = {
                1: "NT_GNU_ABI_TAG",
                2: "NT_GNU_HWCAP",
                3: "NT_GNU_BUILD_ID",
                4: "NT_GNU_GOLD_VERSION",
                5: "NT_GNU_PROPERTY_TYPE_0"
            }
            return gnu_types.get(note_type, f"NT_GNU_UNKNOWN_{note_type}")

        # Generic note types
        generic_types = {
            1: "NT_PRSTATUS",
            2: "NT_FPREGSET",
            3: "NT_PRPSINFO",
            4: "NT_TASKSTRUCT",
            5: "NT_AUXV",
            6: "NT_PSTATUS",
            7: "NT_FPREGS",
            8: "NT_PSINFO",
            9: "NT_PRCRED",
            10: "NT_UTSNAME",
            11: "NT_LWPSTATUS",
            12: "NT_LWPSINFO",
            13: "NT_PRFPXREG"
        }

        return generic_types.get(note_type, f"NT_UNKNOWN_{note_type}")

    def _format_note_description(self, note_desc, note_type: int, note_name: str) -> str:
        """Format note description based on type for human readability."""
        try:
            if not note_desc:
                return ""

            # Handle build ID specifically (common case)
            if note_name == "GNU" and note_type == 3:  # NT_GNU_BUILD_ID
                if isinstance(note_desc, bytes):
                    return binascii.hexlify(note_desc).decode('ascii')
                return str(note_desc)

            # Handle ABI tag
            if note_name == "GNU" and note_type == 1:  # NT_GNU_ABI_TAG
                if isinstance(note_desc, bytes) and len(note_desc) >= 16:
                    # ABI tag contains OS, major, minor, subminor
                    import struct
                    try:
                        os_val, major, minor, subminor = struct.unpack('<IIII', note_desc[:16])
                        os_names = {0: "Linux", 1: "GNU", 2: "Solaris", 3: "FreeBSD"}
                        os_name = os_names.get(os_val, f"OS_{os_val}")
                        return f"{os_name} {major}.{minor}.{subminor}"
                    except:
                        pass

            # For binary data, convert to hex
            if isinstance(note_desc, bytes):
                # Limit size for very large descriptions
                if len(note_desc) > 256:
                    return binascii.hexlify(note_desc[:256]).decode('ascii') + "..."
                return binascii.hexlify(note_desc).decode('ascii')

            # For string data
            if isinstance(note_desc, str):
                return note_desc

            # Fallback
            return str(note_desc)

        except Exception as e:
            self.log.error(f"Error formatting note description: {e}")
            return str(note_desc) if note_desc else ""

    def _extract_note_data(self, note, section_name: str) -> ELFNote:
        """Extract data from a single note entry."""
        try:
            # Get note properties
            note_name = note.get('n_name', '').rstrip('\x00') if note.get('n_name') else ""
            note_type_raw = note.get('n_type', 0)
            note_desc_raw = note.get('n_desc', b'')

            # Handle note_type - pyelftools may return string or int
            if isinstance(note_type_raw, str):
                # pyelftools returned the type as a string like 'NT_GNU_BUILD_ID'
                note_type_str = note_type_raw
                # Map known string types to integers
                note_type_map = {
                    'NT_GNU_ABI_TAG': 1,
                    'NT_GNU_HWCAP': 2,
                    'NT_GNU_BUILD_ID': 3,
                    'NT_GNU_GOLD_VERSION': 4,
                    'NT_GNU_PROPERTY_TYPE_0': 5,
                    'NT_PRSTATUS': 1,
                    'NT_FPREGSET': 2,
                    'NT_PRPSINFO': 3,
                    'NT_TASKSTRUCT': 4,
                    'NT_AUXV': 5,
                    'NT_PSTATUS': 6,
                    'NT_FPREGS': 7,
                    'NT_PSINFO': 8,
                    'NT_PRCRED': 9,
                    'NT_UTSNAME': 10,
                    'NT_LWPSTATUS': 11,
                    'NT_LWPSINFO': 12,
                    'NT_PRFPXREG': 13,
                }
                note_type = note_type_map.get(note_type_raw, 0)
            else:
                note_type = note_type_raw
                # Get human-readable type string
                note_type_str = self._get_note_type_string(note_type, note_name)

            # Format description
            note_desc = self._format_note_description(note_desc_raw, note_type, note_name)

            return ELFNote(
                note_name=note_name,
                note_type=note_type,
                note_type_str=note_type_str,
                note_desc=note_desc,
                note_section=section_name
            )

        except Exception as e:
            self.log.error(f"Error extracting note data: {e}")
            return None

    def _extract_notes_from_sections(self, elf) -> List[Dict]:
        """Extract notes from note sections."""
        notes = []

        try:
            # Look for note sections
            for section in elf.iter_sections():
                if (section.name and
                    section.name.startswith('.note') and
                    hasattr(section, 'iter_notes')):

                    section_name = section.name
                    try:
                        for note in section.iter_notes():
                            note_data = self._extract_note_data(note, section_name)
                            if note_data:
                                notes.append(note_data)
                    except Exception as e:
                        self.log.debug(f"Could not process notes in section {section_name}: {e}")

        except Exception as e:
            self.log.error(f"Error extracting notes from sections: {e}")

        return notes

    def _extract_notes_from_segments(self, elf) -> List[Dict]:
        """Extract notes from PT_NOTE segments."""
        notes = []

        try:
            # Look for PT_NOTE segments
            for segment in elf.iter_segments():
                if segment.header.get('p_type') == 'PT_NOTE':
                    segment_name = f"PT_NOTE_segment_{segment.header.get('p_offset', 0)}"

                    try:
                        if hasattr(segment, 'iter_notes'):
                            for note in segment.iter_notes():
                                note_data = self._extract_note_data(note, segment_name)
                                if note_data:
                                    notes.append(note_data)
                    except Exception as e:
                        self.log.debug(f"Could not process notes in segment: {e}")

        except Exception as e:
            self.log.error(f"Error extracting notes from segments: {e}")

        return notes

    def tag(self):
        return Tag.ELF_NOTES.value if hasattr(Tag, 'ELF_NOTES') else "elf_notes"

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

            def extract_data(elf):
                all_notes = []

                # Extract notes from note sections
                section_notes = self._extract_notes_from_sections(elf)
                all_notes.extend(section_notes)

                # Extract notes from PT_NOTE segments
                segment_notes = self._extract_notes_from_segments(elf)
                all_notes.extend(segment_notes)

                # Remove duplicates (same note might appear in section and segment)
                unique_notes = []
                seen_notes = set()
                for note in all_notes:
                    note_key = (note.note_name, note.note_type, note.note_desc)
                    if note_key not in seen_notes:
                        seen_notes.add(note_key)
                        unique_notes.append(note)

                return unique_notes

            if not self._is_elf_file():
                return None

            result = self._with_elf_file(extract_data)
            if result is None:
                return None

            self.elf_notes = result
            return self.elf_notes

        except Exception as e:
            self.log.error(f"Error extracting ELF notes {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_notes
        elif exporter_type == "ClickHouseExporter":
            try:
                # Return valid empty structure if no notes found
                # None is reserved for actual errors

                # Prepare data arrays for all notes
                data = []
                current_time = datetime.now(timezone.utc)
                for note in self.elf_notes:
                    row = [
                        self.sha256,
                        self.md5,
                        self.sha1,
                        note.note_name,
                        note.note_type,
                        note.note_type_str,
                        note.note_desc,
                        note.note_section,
                        current_time
                    ]
                    data.append(row)

                column_names = [
                    'sha256', 'md5', 'sha1',
                    'note_name', 'note_type', 'note_type_str',
                    'note_desc', 'note_section',
                    'analysis_date'
                ]

                if not data:
                    return None

                column_type_names = [
                    'FixedString(64)', 'FixedString(32)', 'FixedString(40)',
                    'LowCardinality(String)', 'UInt32', 'LowCardinality(String)',
                    'String CODEC(ZSTD(3))', '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_notes"