Kamal Kumar Gola

35 papers Misc 1Journal 19Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowl. Inf. Syst.
Rohit Kanauzia, Mridula Singh, Sagar Gulati, Brij Mohan Singh, Neha Arora, Kamal Kumar Gola
2026 J jnl
Internet Technol. Lett.
Gulista Khan, Sumit Kumar, Wajid Ali, Kamal Kumar Gola, Rohit Kanauzia
2026 J jnl
Int. J. Networked Distributed Comput.
Kamal Kumar Gola, Shikha Arya, Gulista Khan, Mridula Singh, Sagar Gulati, Nishant Chaurasia, Rohit Kanauzia, Sumit Kumar
2026 J jnl
Iran J. Comput. Sci.
Puja Das, Chitra Jain, Kamal Kumar Gola
2025 J jnl
Discov. Comput.
Kamal Kumar Gola, Gulista Khan, Sumit Kumar, Rohit Kanauzia
2024 J jnl
Multim. Tools Appl.
Kamal Kumar Gola
2024 conf
IC3I
Ananya Kapoor, Ayush Kumar, Dheerendra Pratap Singh, Ayush Kumar Karn, Kamal Kumar Gola, Priyanka Suyal
2024 conf
ICCCNT
Ananya Kapoor, Dheerendra Pratap Singh, Ayush Kumar Karn, Ayush Kumar, Kamal Kumar Gola, Rohit Kanauzia
2024 J jnl
Concurr. Comput. Pract. Exp.
Aditi Zear, Virender Ranga, Kamal Kumar Gola
2024 Misc conf
ICDCN
Kamal Kumar Gola, Shikha Arya
2024 J jnl
EURASIP J. Wirel. Commun. Netw.
Wajid Ali, Shalini Z. Ninoria, Gulista Khan, Kamal Kumar Gola
2024 conf
ICCCNT
Ananya Kapoor, Dheerendra Pratap Singh, Ayush Kumar Karn, Ayush Kumar, Kamal Kumar Gola, Mridula
2023 conf
ICCCNT
Deepika Kamboj, Kamal Kumar Gola, Sartaj Ahmad, Arushi Singh, Narayan Jee
2023 conf
IC3I
Nishu Chauhan, Saksham Gupta, Shiva Sharma, Vipin Kumar, Kamal Kumar Gola
2023 conf
IC3I
Rohit Kanauzia, Soumya Upadhyay, Kamal Kumar Gola, Anupriya Kumari, Alok Kumar
2023 J jnl
Adv. Eng. Softw.
Kamal Kumar Gola, Manish Dhingra, Bhumika Gupta, Rahul Rathore
2023 conf
IC3I
Akshima Aggarwal, Kamal Kumar Gola, Rohit Kanauzia
2023 J jnl
SN Comput. Sci.
Deepika Kamboj, Minakshi Chauhan, Kamal Kumar Gola
2023 J jnl
Concurr. Comput. Pract. Exp.
Kamal Kumar Gola, Brij Mohan Singh, Bhumika Gupta, Nishant Chaurasia, Shikha Arya
2023 conf
CCGridW
Kamal Kumar Gola, Shikha Arya
2023 J jnl
Trans. Emerg. Telecommun. Technol.
Kamal Kumar Gola, Shikha Arya, Gulista Khan, Chetna Devkar, Nishant Chaurasia
2023 conf
IC3I
Himanshu Gupta, Kamal Kumar Gola, Sumit Kumar, Mridula, Prashant Kumar, Narayan Jee
2023 J jnl
Concurr. Comput. Pract. Exp.
Kamal Kumar Gola, Shikha Arya
2023 conf
IC3I
Gulista Khan, Wajid Ali, Mohd. Haasin Qureshi, Kamal Kumar Gola, Aashi Chauhan
2022 conf
ISDA (4)
Mridula, Kamal Kumar Gola
2022 conf
ISDA (2)
Chhavi Gupta, Vipin Kumar, Kamal Kumar Gola
2022 conf
ISDA (4)
Kamal Kumar Gola, Brij Mohan Singh, Mridula, Rohit Kanauzia, Shikha Arya
2022 J jnl
Ad Hoc Sens. Wirel. Networks
Kamal Kumar Gola, Bhumika Gupta
2021 conf
MIND
Pranay Yadav, Nishant Chaurasia, Kamal Kumar Gola, Vijay Bhasker Semwan, Rakesh Gomasta, Shivendra Dubey
2021 J jnl
Wirel. Networks
Bhumika Gupta, Kamal Kumar Gola, Manish Dhingra
2021 J jnl
Int. J. Commun. Syst.
Kamal Kumar Gola, Nishant Chaurasia, Bhumika Gupta, Deepak Singh Niranjan
2020 J jnl
EAI Endorsed Trans. Cloud Syst.
Rohit Rohit, Bhumika Gupta, Kamal Kumar Gola
2020 J jnl
IET Commun.
Kamal Kumar Gola, Bhumika Gupta
2020 J jnl
IET Commun.
Kamal Kumar Gola, Manish Dhingra, Bhumika Gupta
2015 conf
SocProS (2)
Vaibhav Sharma, Kamal Kumar Gola
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"