Carlos Alvarado-Serrano

28 papers Journal 4Unranked 24
YearRankTypeTitle / Venue / Authors
2025 conf
MetroInd4.0 & IoT
Jorge Enrique Baños-Bautista, José Alberto García-Limón, Emiliano Rojano Hernández, Carlos Alvarado-Serrano, Ramon Casanella Alonso
2025 conf
MetroInd4.0 & IoT
José Alberto García-Limón, Oscar Casas, Carlos Alvarado-Serrano, Ramon Casanella
2024 conf
IEEE SENSORS
José Alberto García-Limón, Ramon Casanella, Carlos Alvarado-Serrano, Oscar Casas
2024 J jnl
Biomed. Signal Process. Control.
José Alberto García-Limón, Laura Ivonne Flores-Nuñez, Carlos Alvarado-Serrano, Ramon Casanella
2023 conf
CinC
José Alberto García-Limón, Carlos Alvarado-Serrano, Ramon Casanella
2023 conf
CinC
José Alberto García-Limón, Carlos Alvarado-Serrano, Ramon Casanella
2023 J jnl
Sensors
Frank Martínez-Suárez, José Alberto García-Limón, Jorge Enrique Baños-Bautista, Carlos Alvarado-Serrano, Oscar Casas
2022 conf
CCE
Dalila Rivera-Córdova, Frank Martínez-Suárez, José Alberto García-Limón, Carlos Alvarado-Serrano
2022 conf
CCE
Laura Ivonne Flores-Nuñez, José Alberto García-Limón, Frank Martínez-Suárez, Ramon Casanella, Carlos Alvarado-Serrano
2022 conf
CCE
Frank Martínez-Suárez, José Alberto García-Limón, Dalila Rivera-Córdova, Laura Ivonne Flores-Nuñez, Oscar Casas, Carlos Alvarado-Serrano
2021 conf
CCE
José Alberto García-Limón, Frank Martínez-Suárez, Carlos Alvarado-Serrano
2020 conf
CCE
Gabriel Vega-Martínez, Diego Mirabent Amor, J. Gilberto Franco Sánchez, Francisco José Ramos Becerrril, Carlos Alvarado-Serrano, Arturo Vera Hernández, Lorenzo Leija Salas
2020 conf
CCE
Cinthya L. Toledo-Peral, Gabriel Vega-Martínez, Raúl Peralta Hernández, Jaime H. Guadarrama Becerril, J. Gilberto Franco Sánchez, Josefina Gutiérrez-Martínez, Carlos Alvarado-Serrano, Arturo Vera Hernández, Lorenzo Leija Salas
2019 conf
CCE
Frank Martínez-Suárez, Carlos Alvarado-Serrano
2019 conf
CCE
Frank Martínez-Suárez, Carlos Alvarado-Serrano
2016 conf
CCE
Maria de Lourdes Corzo-Cuesta, Carlos Alvarado-Serrano
2016 J jnl
Biomed. Signal Process. Control.
Carlos Alvarado-Serrano, Pablo S. Luna-Lozano, Ramon Pallàs-Areny
2016 conf
CCE
Jennifer Ladd-Parada, Carlos Alvarado-Serrano, Juan Manuel Gutiérrez-Salgado, Christopher J. James
2016 conf
CCE
Sara Lilia Lima-Herrera, Carlos Alvarado-Serrano, Pablo Rogelio Hernandez-Rodriguez
2015 conf
CCE
U. Rodriguez-Gallo, F. Charco-Castellanos, Blanca Tovar-Corona, C. de la Cruz-Sosa, Carlos Alvarado-Serrano
2015 conf
CCE
Hector F. Sandoval-Espinoza, Carlos Alvarado-Serrano
2015 conf
CCE
Gabriel Vega-Martínez, Carlos Alvarado-Serrano, Lorenzo Leija Salas
2014 conf
CCE
Jennifer Ladd-Parada, Carlos Alvarado-Serrano, Juan Manuel Gutiérrez-Salgado
2014 conf
CCE
Pablo S. Luna-Lozano, Oscar A. García-Zetina, J. Antonio Pérez-López, Carlos Alvarado-Serrano
2014 conf
CCE
Gabriel Vega-Martínez, Cinthya L. Toledo-Peral, Carlos Alvarado-Serrano, Lorenzo Leija Salas, Octavio Gamaliel Aztati-Aguilar, Andrea de Vizcaya-Ruiz
2012 conf
CCE
Jennifer Ladd-Parada, Carlos Alvarado-Serrano
2012 conf
CCE
Pablo S. Luna-Lozano, Carlos Alvarado-Serrano
2006 J jnl
Comput. Biol. Medicine
Carlos Alvarado-Serrano, Juan Ramos-Castro, Ramon Pallàs-Areny
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"