Weiliang Chen

45 papers B 5C 2Journal 31Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Eng. Appl. Artif. Intell.
Zhipeng Wu, Jie Tan, Xinyin Wu, Yanmei Li, Shaowei Huang, Shiyi Tan, Zhaoyuan Shi, Weiliang Chen, Jingqi Hu, Qinghua Chen
2026 J jnl
CoRR
Weijia Dou, Wenzhao Zheng, Weiliang Chen, Yu Zheng, Jie Zhou, Jiwen Lu
2026 J jnl
CoRR
Tianqi Zhang, Ziyi Wang, Wenzhao Zheng, Weiliang Chen, Yuanhui Huang, Zhengyang Huang, Jie Zhou, Jiwen Lu
2025 J jnl
IEEE Trans. Inf. Forensics Secur.
Weiliang Chen, Qianqian Ren, Yong Liu, Jianguo Sun, Feng Lin
2025 J jnl
CoRR
Weiliang Chen, Wenzhao Zheng, Yu Zheng, Lei Chen, Jie Zhou, Jiwen Lu, Yueqi Duan
2025 J jnl
IEEE Trans. Netw. Sci. Eng.
Jie Ren, Dong Yang, Weiting Zhang, Kai Gong, Weiliang Chen, Wen Wu, Hongke Zhang
2025 J jnl
IEEE Internet Things J.
Weiliang Chen, Li Jia, Yang Zhou, Qianqian Ren
2025 J jnl
CoRR
Weiliang Chen, Jiayi Bi, Yuanhui Huang, Wenzhao Zheng, Yueqi Duan
2025 J jnl
CoRR
Yuanhui Huang, Weiliang Chen, Wenzhao Zheng, Yueqi Duan, Jie Zhou, Jiwen Lu
2025 J jnl
CoRR
Yuanhui Huang, Weiliang Chen, Wenzhao Zheng, Xin Tao, Pengfei Wan, Jie Zhou, Jiwen Lu
2024 J jnl
IEEE Trans. Ind. Electron.
Zhuang Liu, Yue Zhao, Ouyang Zhang, Weiliang Chen, Jiahui Wang, Yabin Gao, Jianxing Liu
2024 J jnl
IEEE Trans. Ind. Electron.
Zhuang Liu, Jianxing Liu, Ouyang Zhang, Yue Zhao, Weiliang Chen, Yabin Gao
2024 J jnl
J. Supercomput.
Maoyuan Zhang, Fei Wu, Weiliang Chen, Xiang Li
2024 J jnl
CoRR
Weiliang Chen, Fangfu Liu, Diankun Wu, Haowen Sun, Haixu Song, Yueqi Duan
2024 J jnl
Int. J. Mach. Learn. Cybern.
Weiliang Chen, Xiao Sun
2024 conf
ECCV (84)
Fangfu Liu, Hanyang Wang, Weiliang Chen, Haowen Sun, Yueqi Duan
2024 J jnl
CoRR
Fangfu Liu, Hanyang Wang, Weiliang Chen, Haowen Sun, Yueqi Duan
2024 C conf
INDIN
Jie Jin, Xiaoning Shen, Qiaoman Zhu, Weiliang Chen, Zhuang Liu, Jianxing Liu
2024 conf
ECCV (13)
Wenzhao Zheng, Weiliang Chen, Yuanhui Huang, Borui Zhang, Yueqi Duan, Jiwen Lu
2024 B conf
GLOBECOM
Ruibin Guo, Dong Yang, Yuming Zhang, Weiliang Chen, Mingyuan Liu, Zhan Liu, Hongke Zhang
2024 J jnl
CoRR
Weiliang Chen, Li Jia, Yang Zhou, Qianqian Ren
2023 conf
A-SSCC
Shuang Wang, Weiliang Chen, Xueqing Li, Leibo Liu, Huazhong Yang
2023 C conf
IECON
Weiliang Chen, Yichen Niu, Ouyang Zhang, Zhuang Liu, Jianxing Liu
2023 J jnl
CoRR
Wenzhao Zheng, Weiliang Chen, Yuanhui Huang, Borui Zhang, Yueqi Duan, Jiwen Lu
2023 J jnl
CoRR
Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc
2022 conf
ICTA
Weiliang Chen, Zhaoshi Li, Leibo Liu, Shaojun Wei
2022 J jnl
Frontiers Neuroinformatics
Weiliang Chen, Tristan Carel, Omar Awile, Nicola Cantarutti, Giacomo Castiglioni, Alessandro Cattabiani, Baudouin Del Marmol, Iain Hepburn, James G. King, Christos Kotsalos, Pramod S. Kumbhar, Jules Lallouette, Samuel Melchior, Felix Schürmann, Erik De Schutter
2022 J jnl
CoRR
Wenyi Li, Shengjie Zheng, Yufan Liao, Rongqi Hong, Weiliang Chen, Chenggang He, Xiaojian Li
2021 J jnl
Sensors
Weiliang Chen, Jichao Gao, Jie Tian, Jingyu Zhang
2019 B conf
ICIP
Weiliang Chen, Qiang Zhou, Haoji Hu
2018 J jnl
Entropy
Tianhua Ju, Xueyong Ding, Yingyi Zhang, Weiliang Chen, Xiangkui Cheng, Bo Wang, Jingxin Dai, Xinlin Yan
2018 B conf
ICIP
Weiliang Chen, Qiang Zhou, Roland Hu
2017 J jnl
Frontiers Neuroinformatics
Weiliang Chen, Erik De Schutter
2017 J jnl
Neuroinformatics
Weiliang Chen, Erik De Schutter
2016 J jnl
CoRR
Weiliang Chen, Erik De Schutter
2015 J jnl
CoRR
Iain Hepburn, Weiliang Chen, Erik De Schutter
2014 J jnl
Frontiers Neuroinformatics
Weiliang Chen, Erik De Schutter
2014 J jnl
J. Comput. Neurosci.
Cory M. Simon, Iain Hepburn, Weiliang Chen, Erik De Schutter
2012 J jnl
BMC Syst. Biol.
Iain Hepburn, Weiliang Chen, Stefan Wils, Erik De Schutter
2011 J jnl
Frontiers Comput. Neurosci.
Weiliang Chen, Reinoud Maex, Rod Adams, Volker Steuber, Lee Calcraft, Neil Davey
2009 conf
ICANNGA
Weiliang Chen, Reinoud Maex, Rod Adams, Volker Steuber, Lee Calcraft, Neil Davey
2009
Weiliang Chen
2008 B conf
IJCNN
Weiliang Chen, Rod Adams, Lee Calcraft, Volker Steuber, Neil Davey
2008 conf
ICYCS
Huan Wang, Xiaomin Shi, Yan Li, Heng Chang, Weiliang Chen, Jie Tang, Eduardo Martins
2008 B conf
ESANN
Lee Calcraft, Rod Adams, Weiliang Chen, Neil Davey
redb/extractors/detectiteasy.py
← Index redb/extractors/detectiteasy.py python
import inspect
from pprint import pprint
import subprocess
import json
from typing import Any
from datetime import datetime, timezone
import os
from dotenv import load_dotenv

from redb.extractors.enum import Tag
from redb.models.dataclasses import DIEinfo
from redb.extractors.extractor import Extractor

load_dotenv(override=True)

class DIEExtractor(Extractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        precomputed_hashes=None,
    ):
        super().__init__(
            filepath, log, exporters, index_prefix, elastic_index, known_benign, known_malicious,
            precomputed_hashes=precomputed_hashes
        )
        self.log.debug(inspect.currentframe().f_code.co_name)
        self.die_info = None
        self.die_info_dict = {}
        self.elastic_index = self.index_prefix + "-die"

    def _recursive_entry(self, die_dict, master_key):
        self.log.debug(inspect.currentframe().f_code.co_name)
        if master_key:
            self.die_info_dict[master_key] = {}
        else:
            self.die_info_dict = {}
        for value in die_dict:
            if "type" in value:
                type_key = value["type"].lower().replace(" ", "_")
                name = value.get("name", "")
                version = f"({value.get('version')})" if value.get("version") else ""
                info = f"[{value.get('info')}]" if value.get("info") else ""

                if master_key:
                    self.die_info_dict[master_key][type_key] = f"{name}"
                    self.die_info_dict[master_key][f'{type_key}(full)'] = f"{name}{version}{info}"
                else:
                    self.die_info_dict[type_key] = f"{name}"
                    self.die_info_dict[f'{type_key}(full)'] = f"{name}{version}{info}"

            elif "parentfilepart" in value:
                child_key = (
                    value["parentfilepart"].lower().replace(" ", "_")
                    + "."
                    + value["filetype"].lower().replace(" ", "_")
                )
                if master_key:
                    self._recursive_entry(value["values"], f"{master_key}.{child_key}")
                else:
                    self._recursive_entry(value["values"], f"{child_key}")

    def _extract_dieinfo(self):
        """
        Execute a command-line binary with arguments and parse its JSON output.

        :param command: The command or path to the binary to execute
        :param args: Additional arguments to pass to the command
        :return: Parsed JSON output as a Python object
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        # Construct the full command
        # command = "nfdc" # UNCOMMENT FOR PROD
        # command = "/Users/p4c0/_tools/NFD.app/Contents/MacOS/nfdc" # COMMENT FOR TESTING ON MAC
        command = os.getenv("DIE_PATH")
        args = ["-durj", self.filepath]
        full_command = [command] + list(args)
        TIMEOUT = int(os.getenv("DIE_TIMEOUT", "180"))

        try:
            # Execute the command and capture its output
            result = subprocess.run(
                full_command,
                capture_output=True,
                text=True,
                check=True,
                timeout=TIMEOUT,
            )

            # Parse the JSON output
            nfdc_output = json.loads(result.stdout)

            # Extract the DIE information from the json output
            for die_entry in nfdc_output["detects"]:
                if die_entry["parentfilepart"] == "Header":
                    master_key = (
                        die_entry["parentfilepart"].lower().replace(" ", "_")
                        + "."
                        + die_entry["filetype"].lower().replace(" ", "_")
                    )
                    self._recursive_entry(die_entry["values"], None)

            # pprint(json.dumps(self.die_info_dict, indent=2)) #debug
            self.die_info = DIEinfo(result.stdout, self.die_info_dict)
            self.log.debug(f"NFDC-DIE JSON dump: todo")
        except subprocess.TimeoutExpired:
            self.log.error(f"The DIE command timed out after {TIMEOUT} seconds")
            return None
        except subprocess.CalledProcessError as e:
            self.log.error(f"Error executing DIE command: {e}")
            self.log.error(f"Command output (stderr): {e.stderr}")
            return None
        except json.JSONDecodeError as e:
            self.log.error(f"Error parsing DIE JSON output: {e}")
            self.log.error(f"Raw output: {result.stdout}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.die_info
        elif exporter_type == "ClickHouseExporter":
            # Convert DIE info to JSON string
            die_info_json = json.dumps(self.die_info_dict)
            
            data = [[
                self.sha256,
                self.md5,
                self.sha1,
                die_info_json,
                datetime.now(timezone.utc)
            ]]
            
            column_names = [
                'sha256', 'md5', 'sha1', 'die_info', 'analysis_date'
            ]
            
            column_type_names = [
                'String', 'String', 'String', 'JSON', 'DateTime64(3, \'UTC\')'
            ]
            
            return (data, column_names, column_type_names)

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

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            self._extract_dieinfo()
            
            # Check if there's a packer in the DIE results
            is_packed = False
            if self.die_info_dict:
                # Check if 'packer' exists in the DIE results
                is_packed = bool(self.die_info_dict.get('packer'))
            
            return self.die_info  # Return the extracted data instead of exporting directly
        except Exception as e:
            self.log.error(f"Error extracting DIE information: {e}")
            return None

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