Jabar Mahmood

11 papers Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Commun. Surv. Tutorials
Aya El-Fatyany, Jabar Mahmood, Michael Abebe Berwo, Xiaohang Wang, Li Lu, Qiang Xue, Kui Ren
2025 J jnl
Array
Fareeha Naveed, Adven Masih, Jabar Mahmood, Moeez Ahmed, Aitizaz Ali, Aysha Saddiqa, Mohamed Shabbir Hamza Abdulnabi, Ebenezer Agbozo
2025 J jnl
Multim. Tools Appl.
Michael Abebe Berwo, Yong Fang, Nadeem Sarwar, Jabar Mahmood, Mansourah Aljohani, Mostafa A. Elhosseini
2024 conf
ICAIT
Nibtal Khalid, Irfan Ahmed, Jabar Mahmood, Qasim Ali, Saman Abid, Khadija Batool
2024 J jnl
Phys. Commun.
Cheru Haile Tesfay, Zheng Xiang, Long Yang, Michael Abebe Berwo, Jabar Mahmood, Shehzad Ashraf Chaudhry
2024 conf
HP3C
Hurriya Fahad, Irfan Ahmed, Jabar Mahmood, Saman, Khadija Batool, Qasim Ali
2023 J jnl
CoRR
Ephrem Afele Retta, Richard F. E. Sutcliffe, Jabar Mahmood, Michael Abebe Berwo, Eiad Almekhlafi, Sajjad Ahmed Khan, Shehzad Ashraf Chaudhry, Mustafa Mhamed, Jun Feng
2023 J jnl
Sensors
Michael Abebe Berwo, Asad Khan, Yong Fang, Hamza Fahim, Shumaila Javaid, Jabar Mahmood, Zain Ul Abideen, Syam Melethil Sethumadhavan
2022 Misc conf
FIT
Muhammad Azeem, Jabar Mahmood, Tayyaba Aslam, Kiran Shahzadi
2021 conf
APSIPA ASC
Michael Abebe Berwo, Yong Fang, Jabar Mahmood, Ephrem Afele Retta
2021 J jnl
Secur. Commun. Networks
Jabar Mahmood, Zongtao Duan, Yun Yang, Qinglong Wang, Jamel Nebhen, Muhammad Nasir Mumtaz Bhutta
redb/extractors/js_extractors/js_content.py
← Index redb/extractors/js_extractors/js_content.py python
"""Persists raw + normalised text into the generic `code_text_content` table.

Reads the raw source and the deobfuscation result directly from the shared
JSContext so no extra compute happens here — both values are computed once
per sample (the source at JSContext construction, the deobfuscation lazily
on first access) and reused by any extractor that needs them.

`text_normalized` is left NULL when the deobfuscation pass produced no
output, so analysts can distinguish "we tried and got nothing" from
"normalisation succeeded".
"""

import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.js_extractor import JSExtractor


class JSContentExtractor(JSExtractor):

    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.content_row = None
        self.log.debug(inspect.currentframe().f_code.co_name)

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

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

        deobfuscated, normalizer_used = self._context.deobfuscated

        self.content_row = {
            "content_type": self._context.content_type,
            "text_raw": src,
            "text_normalized": deobfuscated,  # may be None
            "normalizer_used": normalizer_used,  # may be None
        }
        return self.content_row

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

        r = self.content_row
        data = [[
            self.sha256,
            r["content_type"],
            r["text_raw"],
            r["text_normalized"],
            r["normalizer_used"],
            datetime.now(timezone.utc),
        ]]

        column_names = [
            "sha256",
            "content_type",
            "text_raw",
            "text_normalized",
            "normalizer_used",
            "analysis_date",
        ]

        column_type_names = [
            "FixedString(64)",
            "LowCardinality(String)",
            "String",
            "Nullable(String)",
            "Nullable(String)",
            "DateTime64(3, 'UTC')",
        ]

        return (data, column_names, column_type_names)

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