Hanif Fakhrurroja

21 papers C 1Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comput. Mater. Continua
Kemahyanto Exaudi, Deris Stiawan, Bhakti Yudho Suprapto, Hanif Fakhrurroja, Mohd Yazid Idris, Tami A. Alghamdi, Rahmat Budiarto
2026 J jnl
CoRR
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani, Thomhert Suprapto Siadari, Hanif Fakhrurroja
2026 J jnl
CoRR
Muhammad Apriandito Arya Saputra, Andry Alamsyah, Dian Puteri Ramadhani, Thomhert Suprapto Siadari, Hanif Fakhrurroja
2025 J jnl
Future Internet
Putri Utami Rukmana, Muharman Lubis, Hanif Fakhrurroja, Asriana, Alif Noorachmad Muttaqin
2024 conf
IC3INA
Putri Utami Rukmana, Asriana, Hanif Fakhrurroja
2024 conf
IC3INA
Aditia Dika Putra Laksamana, Hanif Fakhrurroja, Dita Pramesti
2024 J jnl
Inf.
Ahmad Nahid Ma'aly, Dita Pramesti, Ariadani Dwi Fathurahman, Hanif Fakhrurroja
2024 conf
ICIEB
Muhammad Dwi Hary Sandy, Lukman Abdurrahman, Hanif Fakhrurroja
2024 conf
IC3INA
Mohammad Tyas Pawitra, Hanif Fakhrurroja, Lukman Abdurrahman
2023 conf
IC3INA
Hanif Fakhrurroja, Dita Pramesti, Abdul Rofi Hidayatullah, Ahda Arif Fashihullisan, Harry Bangkit, Nanang Ismail
2023 conf
IC3INA
Harry Bangkit, Hanif Fakhrurroja, Ipin Aripin, Slamet Supriadi, Muhamad Sani Aji Rahman, Nizam Ahmad
2023 conf
IC3INA
Hanif Fajri, Hanif Fakhrurroja, Muharman Lubis
2023 conf
ICIMTech
M. Farhan Hussaini Dermawan, Deden Witarsyah, Dedy Syamsuar, Hanif Fakhrurroja, Ahmad Luthfi, Muhammad Izman Herdiansyah
2023 conf
ICIBE
Muhammad Fakhrul Safitra, Deyana Prastika Putri, Fahdi Saidi Lubis, Muharman Lubis, Hanif Fakhrurroja, Rd Rohmat Saedudin
2023 conf
ICIBE
Muhammad Sipa Fauzi, Muharman Lubis, Lukman Abdurrahman, Fahdi Saidi Lubis, Hanif Fakhrurroja
2023 conf
ICCSCI
Fico Davin Adriyansyah, Deden Witarsyah, Dedy Syamsuar, Ahmad Luthfi, Hanif Fakhrurroja, Muhammad Izman Herdiansyah
2022 conf
IC3INA
Hanif Fakhrurroja, Ahmad Musnansyah, Muhammad Dewan Satriakamal, Bima Kusuma Wardana, Rizal Kusuma Putra, Dita Pramesti
2020 J jnl
Int. J. Interact. Mob. Technol.
Hanif Fakhrurroja, Carmadi Machbub, Ary Setijadi Prihatmanto, Ayu Purwarianti
2019 conf
IC3INA
Hanif Fakhrurroja, Syahidul Akbar Mardhotillah, Oka Mahendra, Aris Munandar, Muhammad Ilham Rizqyawan, Rian Putra Pratama
2019 conf
IoTaIS
Hanif Fakhrurroja, Ananda Abdillah, Ulfah Nadiya, Muhammad Arifin
2018 C conf
ICARCV
Hanif Fakhrurroja, Riyanto, Ayu Purwarianti, Ary Setijadi Prihatmanto, Carmadi Machbub
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"