M. M. A. Hashem

50 papers C 1Journal 44Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Trans. Educ.
Abdul Aziz, Md. Asaf-Uddowla Golap, M. M. A. Hashem
2024 J jnl
IEEE Access
Abrar Hasan, M. M. A. Hashem
2024 conf
ICCA
Subah Nawar, Taslima Joty, M. M. A. Hashem
2024 J jnl
Medical Biol. Eng. Comput.
S. M. Taslim Uddin Raju, Safin Ahmed Dipto, Md Imran Hossain, Md. Abu Shahid Chowdhury, Fabliha Haque, Ayesha Tun Nashrah, Araf Nishan, Md Mahamudul Hasan Khan, M. M. A. Hashem
2024 J jnl
CoRR
Md. Asiful Islam Miah, Shourin Paul, Sunanda Das, M. M. A. Hashem
2022 J jnl
IEEE Access
Nowshin Tasnim, Iftekher Toufique Imam, M. M. A. Hashem
2021 C conf
IV
Most. Kaniz Fatema Isha, Md. Nazirul Hasan Shawon, Md. Shamim, Md. Nazmus Shakib, M. M. A. Hashem, Md. Abdus Samad Kamal
2021 J jnl
IEEE Access
Md. Rezwanul Haque, S. M. Taslim Uddin Raju, Md. Asaf-Uddowla Golap, M. M. A. Hashem
2021 J jnl
Biomed. Signal Process. Control.
Md. Badiuzzaman Shuvo, Rifat Ahommed, Sakib Reza, M. M. A. Hashem
2021 J jnl
IEEE Access
Md. Rezwanul Haque, S. M. Taslim Uddin Raju, Md. Asaf-Uddowla Golap, M. M. A. Hashem
2021 J jnl
IEEE Access
Sunanda Das, Awal Ahmed Fime, Nazmul H. Siddique, M. M. A. Hashem
2021 J jnl
Biomed. Signal Process. Control.
Md. Asaf-Uddowla Golap, S. M. Taslim Uddin Raju, Md. Rezwanul Haque, M. M. A. Hashem
2019 J jnl
Internet Things
Mahmudul Hasan, Md. Milon Islam, Md Ishrak Islam Zarif, M. M. A. Hashem
2018 conf
NSysS
Torikul Islam, Jannatul Ferdush, M. M. A. Hashem
2016 J jnl
CoRR
Md. Siddiqur Rahman Tanveer, M. M. A. Hashem, Md. Kowsar Hossain
2016 J jnl
CoRR
Jarin Firose Moon, Shamminuj Aktar, M. M. A. Hashem
2014 J jnl
CoRR
M. Ashrafuzzaman, M. Masudur Rahman, M. M. A. Hashem
2013 J jnl
CoRR
Kawser Wazed Nafi, Tonny Shekha Kar, Md. Amjad Hossain, M. M. A. Hashem
2013 J jnl
CoRR
Md. Amjad Hossain, Md. Kawser Hossain, M. M. A. Hashem
2013 J jnl
CoRR
Md. Asadul Islam, G. M. Mashrur-E-Elahi, M. M. A. Hashem
2013 J jnl
CoRR
Kawser Wazed Nafi, Tonny Shekha Kar, Md. Amjad Hossain, M. M. A. Hashem
2013 J jnl
CoRR
Kawser Wazed Nafi, Tonny Shekha Kar, Sayed Anisul Hoque, M. M. A. Hashem
2013 J jnl
CoRR
Md. Nazrul Islam, M. M. A. Hashem, A. M. Moshiur Rahman
2013 J jnl
CoRR
Kawser Wazed Nafi, Tonny Shekha Kar, Md. Amjad Hossain, M. M. A. Hashem
2013 J jnl
CoRR
A. R. M. Jalal Uddin Jamali, M. M. A. Hashem, Md. Bazlar Rahman
2013 J jnl
CoRR
Md. Rakib Hassan, Md. Kamrul Hasan, M. M. A. Hashem
2013 J jnl
CoRR
Md. Mizanur Rahman, Md. Shahadat Hossain, Md. Rakib Hassan, M. M. A. Hashem
2013 J jnl
CoRR
S. M. Mohsen, S. M. Zamshed Farhan, M. M. A. Hashem
2013 J jnl
CoRR
Palash Gupta, Hussain Mohammed, M. M. A. Hashem
2013 J jnl
CoRR
Rushdi Shams, M. M. A. Hashem, Afrina Hossain, Suraiya Rumana Akter, Monika Gope
2013 J jnl
CoRR
M. M. A. Hashem, Rushdi Shams, Md. Abdul Kader, Md. Abu Sayed
2013 J jnl
CoRR
Mohammad Ashekur Rahman, Atanu Barai, Md. Asadul Islam, M. M. A. Hashem
2013 J jnl
CoRR
Moslema Jahan, M. M. A. Hashem, Gazi Abdullah Shahriar
2013 J jnl
CoRR
S. M. Ashik Eftekhar, Sk. Mahbub Habib, M. M. A. Hashem
2013 J jnl
CoRR
A. R. M. Jalal Uddin Jamali, Mohammad Arif Hossain, G. M. Moniruzzaman, M. M. A. Hashem
2013 J jnl
CoRR
Md. Mamun Ali Sarker, Md. Ashraf Hossain Khan, M. M. A. Hashem
2013 J jnl
CoRR
K. M. Motahar Hossain, Zahir Raihan, M. M. A. Hashem
2013 J jnl
CoRR
M. A. Khayer Azad, Md. Shafiqul Islam, M. M. A. Hashem
2013 J jnl
CoRR
Nafisa Afrin Chowdhury, Murshida Khatun, M. M. A. Hashem
2013 J jnl
CoRR
Tanay Dey, M. M. A. Hashem, Subroto Kumar Mondal
2013 J jnl
CoRR
A. R. M. Jalal Uddin Jamali, M. M. A. Hashem, Md. Bazlar Rahman
2013 J jnl
CoRR
A. R. M. Jalal Uddin Jamali, M. M. A. Hashem, M. Mahfuz Hasan, Md. Bazlar Rahman
2012 J jnl
CoRR
Isnain Siddique, Rushdi Shams, M. M. A. Hashem
2009 J jnl
J. Networks
Presila Israt, Namvi Chakma, M. M. A. Hashem
2004 book
Keigo Watanabe, M. M. A. Hashem
1999 J jnl
J. Robotics Mechatronics
M. M. A. Hashem, Keigo Watanabe, Kiyotaka Izumi
1999 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Kiyotaka Izumi, Keigo Watanabe, M. M. A. Hashem
1999 conf
ECC
Keigo Watanabe, M. M. A. Hashem, Kiyotaka Izumi
1998 J jnl
J. Adv. Comput. Intell. Intell. Informatics
M. M. A. Hashem, Keigo Watanabe, Kiyotaka Izumi
1997 conf
CIRA
Kiyotaka Izumi, M. M. A. Hashem, Keigo Watanabe
redb/extractors/js_extractors/js_deobfuscation.py
← Index redb/extractors/js_extractors/js_deobfuscation.py python
import hashlib
import inspect
import re
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.js_extractor import JSExtractor
from redb.extractors.js_extractors.js_patterns import PATTERNS

# String literals of 4+ characters; only used by the deobfuscation diff to count
# strings revealed after deobfuscation. Compiled once at module load.
_STRING_LITERAL_4PLUS_RE = re.compile(r"[\"\']([^\"\']{4,})[\"\']")


class JSDeobfuscationExtractor(JSExtractor):
    """Compute pre/post-deobfuscation metrics for a JS sample.

    The actual deobfuscation pass (external tool with jsbeautifier fallback)
    lives on `JSContext.deobfuscated` and is cached per sample, so any other
    extractor that needs the deobfuscated text reads the same value without
    re-running the subprocess. Configure the external tool via env vars:
        JS_DEOBFUSCATOR_PATH    Path or name (default: webcrack)
        JS_DEOBFUSCATE_TIMEOUT  Seconds (default: 60)
    """

    def __init__(
        self, filepath, log, exporters=None, index_prefix=None,
        known_benign=False, known_malicious=False, source=None, context=None,
    ):
        super().__init__(
            filepath, log, exporters, index_prefix,
            known_benign, known_malicious, source, context=context,
        )
        self.deobfuscation_result = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def extract(self):
        src = self.js_source
        if not src:
            return None

        deobfuscated, deobfuscator_used = self._context.deobfuscated
        if deobfuscated is None:
            return None

        original_size = len(src)
        original_entropy = self._context.text_entropy
        deobfuscated_size = len(deobfuscated)
        deobfuscated_entropy = self._calculate_text_entropy(deobfuscated)
        size_change_ratio = round(deobfuscated_size / original_size, 4) if original_size else 0.0

        # Strings revealed by deobfuscation: matched literals are extracted from
        # both versions and the set difference is the count of "new" strings.
        original_strings = set(_STRING_LITERAL_4PLUS_RE.findall(src))
        deobfuscated_strings = set(_STRING_LITERAL_4PLUS_RE.findall(deobfuscated))
        new_strings = deobfuscated_strings - original_strings

        # Suspicious APIs revealed by deobfuscation. Both sides of the diff
        # come from JSContext caches: the raw scan is computed once for the
        # whole pipeline; the deobfuscated scan is computed once and reused
        # by JSSuspiciousAPIsExtractor's revealed_by_deobf rows.
        original_apis = {n for n in self._context.scan if n in PATTERNS}
        deobfuscated_apis = set(self._context.scan_deobfuscated)
        new_apis = deobfuscated_apis - original_apis

        deobfuscated_sha256 = hashlib.sha256(deobfuscated.encode('utf-8')).hexdigest()

        self.deobfuscation_result = {
            'deobfuscator_used': deobfuscator_used,
            'deobfuscation_successful': True,
            'original_size': original_size,
            'deobfuscated_size': deobfuscated_size,
            'size_change_ratio': size_change_ratio,
            'original_entropy': original_entropy,
            'deobfuscated_entropy': deobfuscated_entropy,
            'new_strings_found': len(new_strings),
            'new_apis_found': len(new_apis),
            'deobfuscated_sha256': deobfuscated_sha256,
        }
        return self.deobfuscation_result

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

            r = self.deobfuscation_result
            current_time = datetime.now(timezone.utc)
            data = [[
                self.sha256,
                r['deobfuscator_used'],
                int(r['deobfuscation_successful']),
                r['original_size'],
                r['deobfuscated_size'],
                r['size_change_ratio'],
                r['original_entropy'],
                r['deobfuscated_entropy'],
                r['new_strings_found'],
                r['new_apis_found'],
                r['deobfuscated_sha256'],
                current_time,
            ]]

            column_names = [
                "sha256", "deobfuscator_used", "deobfuscation_successful",
                "original_size", "deobfuscated_size", "size_change_ratio",
                "original_entropy", "deobfuscated_entropy",
                "new_strings_found", "new_apis_found",
                "deobfuscated_sha256", "analysis_date",
            ]

            column_type_names = [
                "FixedString(64)", "LowCardinality(String)", "UInt8",
                "UInt64", "UInt64", "Float64",
                "Float64", "Float64",
                "UInt32", "UInt32",
                "FixedString(64)", "DateTime64(3, 'UTC')",
            ]

            return (data, column_names, column_type_names)

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