Weiliang Fan

31 papers C 3Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Meihong Fang, Weimin Ju, Jing M. Chen, Weiliang Fan, Wei He, Feng Qiu, Xiangyan Hu, Jing Li
2023 J jnl
IEEE Trans. Geosci. Remote. Sens.
Zihao Huang, Xuejian Li, Huaqiang Du, Weimin Zou, Guomo Zhou, Fangjie Mao, Weiliang Fan, Yanxin Xu, Chi Ni, Bo Zhang, Qi Chen, Jinjin Chen, Mengchen Hu
2022 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Geng, Jing M. Chen, Weiliang Fan, Lili Tu, Yong Pang, Gang Yuan, Lichen Xu, Canyang Zhu, Teng Zhang, Chunju Zhang, Zhourun Ye, Yongchao Zhu, Zhenxuan Li
2022 J jnl
Nucleic Acids Res.
Zhidong Tang, Weiliang Fan, Qiming Li, Dehe Wang, Miaomiao Wen, Junhao Wang, Xingqiao Li, Yu Zhou
2022 J jnl
Remote. Sens.
Zihao Huang, Xuejian Li, Huaqiang Du, Fangjie Mao, Ning Han, Weiliang Fan, Yanxin Xu, Xin Luo
2021 J jnl
Genom. Proteom. Bioinform.
Yangyang Li, Zonggui Chen, Hairong Liu, Qiming Li, Xing Lin, Shuhui Ji, Rui Li, Shaopeng Li, Weiliang Fan, Haiping Zhao, Zuoyan Zhu, Wei Hu, Yu Zhou, Daji Luo
2021 J jnl
Remote. Sens.
Jun Geng, Gang Yuan, Jing M. Chen, Chunguang Lyu, Lili Tu, Weiliang Fan, Qingjiu Tian, Zhaofu Wu, Tingye Tao, Min Yu, Yongchao Zhu, Jianwei Huang, Kaijian Xu, Jinchao Li, Shaoteng Wang
2021 J jnl
Int. J. Digit. Earth
Jun Geng, Qian Zhang, Feng Qiu, Jing M. Chen, Yongguang Zhang, Weiliang Fan, Lili Tu, Jianwei Huang, Shaoteng Wang, Lichen Xu, Jinchao Li
2021 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Jiayi Ji, Xuejian Li, Huaqiang Du, Fangjie Mao, Weiliang Fan, Yanxin Xu, Zihao Huang, Jingyi Wang, Fangfang Kang
2020 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo R. Huete, Baodong Xu, Gaofei Yin, Weiliang Fan, Yixuan Ouyang, Kai Yan, Dalei Hao, Min Chen
2020 J jnl
Nucleic Acids Res.
Dehe Wang, Weiliang Fan, Xiaolong Guo, Kai Wu, Siyu Zhou, Zonggui Chen, Danyang Li, Kun Wang, Yuxian Zhu, Yu Zhou
2020 J jnl
IEEE Trans. Geosci. Remote. Sens.
Gaofei Yin, Biao Cao, Jing Li, Weiliang Fan, Yelu Zeng, Baodong Xu, Wei Zhao
2019 J jnl
Remote. Sens.
Luqi Xing, Xuejian Li, Huaqiang Du, Guomo Zhou, Fangjie Mao, Tengyan Liu, Junlong Zheng, Luofan Dong, Meng Zhang, Ning Han, Xiaojun Xu, Weiliang Fan, Dien Zhu
2019 J jnl
Remote. Sens.
Qing Huang, Feng Qiu, Weiliang Fan, Yibo Liu, Qian Zhang
2018 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huaqiang Du, Fangjie Mao, Xuejian Li, Guomo Zhou, Xiaojun Xu, Ning Han, Shaobo Sun, Guolong Gao, Lu Cui, Yangguang Li, Dien Zhu, Yuli Liu, Liang Chen, Weiliang Fan, Pingheng Li, Yongjun Shi, Yufeng Zhou
2018 J jnl
Remote. Sens.
Weiliang Fan, Jing Li, Qinhuo Liu, Qian Zhang, Gaifei Yin, Ainong Li, Yelu Zeng, Baodong Xu, Xiaojun Xu, Guomo Zhou, Huaqiang Du
2017 J jnl
IEEE Trans. Geosci. Remote. Sens.
Jun Geng, Jing M. Chen, Weiliang Fan, Lili Tu, Qingjiu Tian, Ranran Yang, Yanjun Yang, Lei Wang, Chunguang Lv, Shengbiao Wu
2016 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo R. Huete, Gaofei Yin, Baodong Xu, Weiliang Fan, Jing Zhao, Kai Yan, Xihan Mu
2016 C conf
IGARSS
Yelu Zeng, Jing Li, Qinhuo Liu, Gaofei Yin, Baodong Xu, Weiliang Fan, Jing Zhao
2016 C conf
IGARSS
Baodong Xu, Jing Li, Qinhuo Liu, Yelu Zeng, Gaofei Yin, Weiliang Fan, Jing Zhao
2016 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo R. Huete, Baodong Xu, Gaofei Yin, Jing Zhao, Le Yang, Weiliang Fan, Shengbiao Wu, Kai Yan
2016 C conf
IGARSS
Weiliang Fan, Qinhuo Liu, Jing Li
2015 J jnl
Remote. Sens.
Qian Zhang, Weimin Ju, Jing M. Chen, Huimin Wang, Fengting Yang, Weiliang Fan, Qing Huang, Ting Zheng, Yongkang Feng, Yanlian Zhou, Mingzhu He, Feng Qiu, Xiaojie Wang, Jun Wang, Fangmin Zhang, Shuren Chou
2015 conf
VTC Spring
Xinyu Mao, Weiliang Fan, Zhijun Wang, Dou Li, Haige Xiang
2015 J jnl
Remote. Sens.
Yelu Zeng, Jing Li, Qinhuo Liu, Ronghai Hu, Xihan Mu, Weiliang Fan, Baodong Xu, Gaofei Yin, Shengbiao Wu
2015 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiliang Fan, Jing Li, Qinhuo Liu
2015 J jnl
Remote. Sens.
Gaofei Yin, Jing Li, Qinhuo Liu, Weiliang Fan, Baodong Xu, Yelu Zeng, Jing Zhao
2014 conf
WCSP
Weiliang Fan, Yang Liu, Zhijun Wang, Xinyu Mao
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Weiliang Fan, Jing M. Chen, Weimin Ju, Gaolong Zhu
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Weiliang Fan, Jing M. Chen, Weimin Ju, Nadine Nesbitt
2011 J jnl
IEEE Trans. Geosci. Remote. Sens.
Huaqiang Du, Weiliang Fan, Guomo Zhou, Xiaojun Xu, Hongli Ge, Yongjun Shi, Yufeng Zhou, Ruirui Cui, Yulong Lu
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOSegment


class MachOSegmentExtractor(MachOExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

    def tag(self):
        return Tag.MACHO_SEGMENT.value

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

                except Exception as e:
                    self.log.warning(
                        f'Unable to process segment "{segment.get("segname", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                    )
                    continue

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return segments

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

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

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

    def get_clickhouse_table(self) -> str:
        return "redb_macho_segments"