Jairo O. Esteban

15 papers A* 1B 3Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2019 conf
Big-DAMA@CoNEXT
Randeep Bhatia, Steven A. Benno, Jairo O. Esteban, T. V. Lakshman, John Grogan
2018 conf
5G World Forum
Randeep Bhatia, Bhawna Gupta, Steven A. Benno, Jairo O. Esteban, Dragan Samardzija, Marcos Tavares, T. V. Lakshman
2015 J jnl
IEEE J. Sel. Areas Commun.
Jaime Llorca, Antonia M. Tulino, Matteo Varvello, Jairo O. Esteban, Diego Perino
2013 A* conf
INFOCOM
Jaime Llorca, Antonia M. Tulino, Kyle Guan, Jairo O. Esteban, Matteo Varvello, Nakjung Choi, Daniel C. Kilper
2013 conf
MILCOM
Mary R. Schurgot, Jairo O. Esteban, Lloyd G. Greenwald, Yang Guo, Mark Smith, David Stott, Matteo Varvello, Limin Wang
2013 B conf
ICCCN
Matteo Varvello, Jairo O. Esteban, Mark Smith, Lloyd G. Greenwald, Yang Guo, Mary R. Schurgot
2013 conf
GLOBECOM Workshops
Steven A. Benno, Andre Beck, Jairo O. Esteban, Les Wu, Raymond B. Miller
2012 conf
ICN
Matteo Varvello, Diego Perino, Jairo O. Esteban
2012 B conf
NOSSDAV
Jairo O. Esteban, Steven A. Benno, Andre Beck, Yang Guo, Volker Hilt, Ivica Rimac
2011 J jnl
Bell Labs Tech. J.
Steven A. Benno, Jairo O. Esteban, Ivica Rimac
2008 J jnl
Bell Labs Tech. J.
Andre Beck, Sem C. Borst, J. Robert Ensor, Jairo O. Esteban, Volker Hilt, Ivica Rimac, Anwar Walid
2007 J jnl
Bell Labs Tech. J.
Andre Beck, Robert E. Daugherty, J. Robert Ensor, Jairo O. Esteban, F. Theodore Freuler, Sugato Ganguly, Kristin F. Kocan, William D. Roome
2006 J jnl
Bell Labs Tech. J.
Mauricio Cortes, Jairo O. Esteban, Hyewon Jun
2006 B conf
GLOBECOM
Mauricio Cortes, Jairo O. Esteban, Hyewon Jun
2004 J jnl
Bell Labs Tech. J.
Mauricio Cortes, J. Robert Ensor, Jairo O. Esteban
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"