Kaj Helin

16 papers A* 2B 3C 2Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Behav. Inf. Technol.
Marja Liinasuo, Timo Kuula, Vladimir Goriachev, Kaj Helin
2023 J jnl
Frontiers Virtual Real.
Vladimir Goriachev, Timo Kuula, Petri Tikka, Jaakko Karjalainen, Kaj Helin
2022 conf
ECCE
Marja Liinasuo, Timo Kuula, Vladimir Goriachev, Kaj Helin
2019 conf
TALE
Will Guest, Fridolin Wild, Daniele Di Mitri, Roland Klemke, Jaakko Karjalainen, Kaj Helin
2019 C conf
CW
Kaj Helin, Jaakko Karjalainen, Paul Kiernan, Mikael Wolff, David Martinez Oliveira
2018 J jnl
Frontiers Robotics AI
Kaj Helin, Timo Kuula, Carlo Vizzi, Jaakko Karjalainen, Alla Vovk
2017 B conf
EC-TEL
Will Guest, Fridolin Wild, Alla Vovk, Mikhail Fominykh, Bibeg Limbu, Roland Klemke, Puneet Sharma, Jaakko Karjalainen, Carl H. Smith, Jazz Rasool, Soyeb Aswat, Kaj Helin, Daniele Di Mitri, Jan Schneider
2016 B conf
Intelligent Environments
Kaj Helin, Jaakko Karjalainen, Timo Kuula, Nicolas Philippon
2015 conf
eLEOT
Stefano Bianchi, Michele Sesana, Maurizio Megliola, Kaj Helin, Jaakko Karjalainen, Fridolin Wild
2014 A* conf
ISMAR
Christine Perey, Fridolin Wild, Kaj Helin, Miroslav Janák, Paul Davies, Patrick Ryan
2014 B conf
EC-TEL
Fridolin Wild, Peter Scott, Jaakko Karjalainen, Kaj Helin, Salla Lind-Kohvakka, Ambjörn Naeve
2014 A* conf
VR
Mirabelle D'Cruz, Harshada Patel, Laura Lewis, Sue Cobb, Matthias Bues, Oliver Stefani, Tredeaux Grobler, Kaj Helin, Juhani Viitaniemi, Susanna Aromaa, Bernd Fröhlich, Stephan Beck, André Kunert, Alexander Kulik, Ioannis Karaseitanidis, Panagiotis Psonis, Nikos Frangakis, Mel Slater, Ilias Bergstrom, Konstantina Kilteni, Elena Kokkinara, Betty J. Mohler, Markus Leyrer, Florian Soyka, Enrico Gaia, Domenico Tedone, Michael Olbert, Mario Cappitelli
2014 conf
ARTEL@EC-TEL
Fridolin Wild, Peter Scott, Paul Lefrere, Jaakko Karjalainen, Kaj Helin, Ambjörn Naeve, Erik Isaksson
2012 conf
PLM
Simo-Pekka Leino, Juha-Pekka Anttila, Juhamatti Heikkilä, Joonas Aaltonen, Kaj Helin
2007 conf
HCI (12)
Kaj Helin, Juhani Viitaniemi, Jari Montonen, Susanna Aromaa, Timo Määttä
2006 C conf
IPAS
Juhani Heilala, Kaj Helin, Jari Montonen, Otso Väätäinen
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"