Natasa Sladoje

96 papers A* 1B 5C 11Misc 3Journal 44Unranked 31
YearRankTypeTitle / Venue / Authors
2025 conf
SCIA (2)
Marco Acerbis, Natasa Sladoje, Joakim Lindblad
2025 J jnl
CoRR
Marco Acerbis, Natasa Sladoje, Joakim Lindblad
2025 J jnl
CoRR
Matías Piqueras, Alexandra Segerberg, Matteo Magnani, Måns Magnusson, Natasa Sladoje
2025 J jnl
CoRR
Olle Edgren Schüllerqvist, Jens Baumann, Joakim Lindblad, Love Nordling, Artur Mezheyeuski, Patrick Micke, Natasa Sladoje
2025 J jnl
CoRR
Wenyi Lian, Joakim Lindblad, Patrick Micke, Natasa Sladoje
2025 J jnl
CoRR
Lasse Hansen, Wiebke Heyer, Christoph Großbröhmer, Frederic Madesta, Thilo Sentker, Jiazheng Wang, Yuxi Zhang, Hang Zhang, Min Liu, Junyi Wang, Xi Zhu, Yuhua Li, Liwen Wang, Daniil Morozov, Nazim Haouchine, Joel Honkamaa, Pekka Marttinen, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Christian Wachinger, Jin Kim, Dan Ruan, Marek Wodzinski, Henning Müller, Tony C. W. Mok, Xi Jia, Jinming Duan, Mikael Brudfors, Seyed-Ahmad Ahmadi, Yunzheng Zhu, William Hsu, Tina Kapur, William M. Wells, Alexandra J. Golby, Aaron Carass, Harrison X. Bai, Yihao Liu, Perrine Paul-Gilloteaux, Joakim Lindblad, Natasa Sladoje, Andreas Walter, Junyu Chen, Reuben Dorent, Alessa Hering, Mattias P. Heinrich
2025 J jnl
Comput. Biol. Medicine
Wenyi Lian, Joakim Lindblad, Christina Runow Stark, Jan-Michael Hirsch, Natasa Sladoje
2025 J jnl
Frontiers Robotics AI
Marc Fraile, Natalia Calvo-Barajas, Anastasia Sophia Apeiron, Giovanna Varni, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
2024 conf
ECCV Workshops (15)
Marc Fraile, Giovanna Varni, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
2024 conf
ICPR (27)
Swarnadip Chatterjee, Orçun Göksel, Natasa Sladoje, Joakim Lindblad
2024 J jnl
CoRR
Wenyi Lian, Joakim Lindblad, Christina Runow Stark, Jan-Michael Hirsch, Natasa Sladoje
2024 J jnl
CoRR
Marc Fraile, Natalia Calvo-Barajas, Anastasia Sophia Apeiron, Giovanna Varni, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
2023 Misc conf
IbPRIA
Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
2023 J jnl
CoRR
Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
2023 conf
ISBI
Love Nordling, Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2022 J jnl
CoRR
Eva Breznik, Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
2022 conf
WBIR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2022 B conf
ICMI
Marc Fraile, Christine Fawcett, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
2022 B conf
IEEE Big Data
Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
2022 J jnl
CoRR
Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
2022 J jnl
Pattern Recognit. Lett.
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2022 J jnl
J. Math. Imaging Vis.
Filip Malmberg, Joakim Lindblad, Natasa Sladoje
2022 J jnl
CoRR
Nadezhda Koriakina, Natasa Sladoje, Vladimir Basic, Joakim Lindblad
2021 conf
ICMI Companion
Marc Fraile, Joakim Lindblad, Christine Fawcett, Natasa Sladoje, Ginevra Castellano
2021 J jnl
CoRR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2021 ed.
DGMM
Joakim Lindblad, Filip Malmberg, Natasa Sladoje
2021 J jnl
CoRR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2021 J jnl
CoRR
Jiahao Lu, Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2021 C conf
ISPA
Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
2020 conf
ICIAR (2)
Jiahao Lu, Natasa Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michael Hirsch, Joakim Lindblad
2020 J jnl
Patterns
Ulysse Rubens, Romain Mormont, Lassi Paavolainen, Volker Bäcker, Benjamin Pavie, Leandro A. Scholz, Gino Michiels, Martin Maska, Devrim Ünay, Graeme Ball, Renaud Hoyoux, Rémy Vandaele, Ofra Golani, Stefan G. Stanciu, Natasa Sladoje, Perrine Paul-Gilloteaux, Raphaël Marée, Sébastien Tosi
2020 A* conf
NeurIPS
Nicolas Pielawski, Elisabeth Wetzer, Johan Öfverstedt, Jiahao Lu, Carolina Wählby, Joakim Lindblad, Natasa Sladoje
2020 J jnl
CoRR
Nicolas Pielawski, Elisabeth Wetzer, Johan Öfverstedt, Jiahao Lu, Carolina Wählby, Joakim Lindblad, Natasa Sladoje
2020 C ed.
IWCIA
Tibor Lukic, Reneta P. Barneva, Valentin E. Brimkov, Lidija Comic, Natasa Sladoje
2020 J jnl
IET Image Process.
Buda Bajic, Tomás Majtner, Joakim Lindblad, Natasa Sladoje
2020 J jnl
CoRR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2020 J jnl
J. Math. Imaging Vis.
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2020 conf
ISBI
Elisabeth Wetzer, Jo Gay, Hugo Harlin, Joakim Lindblad, Natasa Sladoje
2019 J jnl
CoRR
Jiahao Lu, Natasa Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michael Hirsch, Joakim Lindblad
2019 J jnl
IEEE Trans. Image Process.
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2019 conf
SCIA
Tomás Majtner, Buda Bajic, Joakim Lindblad, Natasa Sladoje, Victoria Blanes-Vidal, Esmaeil S. Nadimi
2019 J jnl
J. Electronic Imaging
Buda Bajic, Joakim Lindblad, Natasa Sladoje
2019 conf
DGCI
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2018 J jnl
IEEE Access
Tiberiu Totu, Roxana M. Buga, Adrian Dumitru, Mariana Costache, Natasa Sladoje, Stefan G. Stanciu
2018 conf
ISBI
Buda Bajic, Amit Suveer, Anindya Gupta, Ivana Pepic, Joakim Lindblad, Natasa Sladoje, Ida-Maria Sintorn
2018 J jnl
CoRR
Tomás Majtner, Buda Bajic, Sule Yildirim, Jon Yngve Hardeberg, Joakim Lindblad, Natasa Sladoje
2018 J jnl
CoRR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2018 J jnl
CoRR
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
2018 conf
ECCV Workshops (6)
Elisabeth Wetzer, Joakim Lindblad, Ida-Maria Sintorn, Kjell Hultenby, Natasa Sladoje
2017 conf
SCIA (1)
Anindya Gupta, Amit Suveer, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn, Natasa Sladoje
2017 C conf
ISMM
Johan Öfverstedt, Natasa Sladoje, Joakim Lindblad
2017 C conf
IWCIA
Natasa Sladoje, Joakim Lindblad
2017 conf
SCIA (2)
Amit Suveer, Natasa Sladoje, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn
2016 conf
ISBI
Amit Suveer, Natasa Sladoje, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn
2016 conf
ISBI
Buda Bajic, Joakim Lindblad, Natasa Sladoje
2016 J jnl
Pattern Recognit. Lett.
Slobodan Drazic, Natasa Sladoje, Joakim Lindblad
2016 J jnl
J. Electronic Imaging
Buda Bajic, Joakim Lindblad, Natasa Sladoje
2016 conf
DGCI
Vladimir Ilic, Joakim Lindblad, Natasa Sladoje
2016 conf
IPTA
Buda Bajic, Joakim Lindblad, Natasa Sladoje
2015 conf
IPTA
Kristina Lidayova, Joakim Lindblad, Natasa Sladoje, Hans Frimmel, Chunliang Wang, Örjan Smedby
2015 J jnl
Pattern Recognit.
Attila Tanács, Joakim Lindblad, Natasa Sladoje, Zoltan Kato
2015 C conf
ISMM
Joakim Lindblad, Natasa Sladoje
2015 conf
IPTA
Joakim Lindblad, Natasa Sladoje, Amit Suveer, Anca Dragomir, Ida-Maria Sintorn
2015 conf
SCIA
Joakim Lindblad, Ewert Bengtsson, Natasa Sladoje
2015 J jnl
Pattern Recognit. Lett.
Vladimir Ilic, Joakim Lindblad, Natasa Sladoje
2015 C conf
ISPA
Marija Delic, Joakim Lindblad, Natasa Sladoje
2014 J jnl
Pattern Anal. Appl.
Vladimir Curic, Joakim Lindblad, Natasa Sladoje, Hamid Sarve, Gunilla Borgefors
2014 conf
ICIAR (1)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
2014 J jnl
IEEE Trans. Image Process.
Joakim Lindblad, Natasa Sladoje
2014 B conf
ICPR
Joakim Lindblad, Natasa Sladoje, Patrik Malm, Ewert Bengtsson, Ramin Moshavegh, Andrew Mehnert
2013 C conf
ISPA
Kristina Lidayova, Joakim Lindblad, Natasa Sladoje, Hans Frimmel
2012 J jnl
Pattern Recognit. Lett.
Joakim Lindblad, Natasa Sladoje
2011 J jnl
Theor. Comput. Sci.
Filip Malmberg, Joakim Lindblad, Natasa Sladoje, Ingela Nyström
2011 J jnl
Image Vis. Comput.
Natasa Sladoje, Joakim Lindblad, Ingela Nyström
2011 C conf
IWCIA
Vladimir Curic, Joakim Lindblad, Natasa Sladoje
2011 C conf
ISPA
Slobodan Drazic, Joakim Lindblad, Natasa Sladoje
2010 B conf
ICPR
Joakim Lindblad, Natasa Sladoje, Tibor Lukic
2010 B conf
ICIP
Attila Tanács, Joakim Lindblad, Natasa Sladoje, Zoltan Kato
2009 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Natasa Sladoje, Joakim Lindblad
2009 conf
SCIA
Joakim Lindblad, Natasa Sladoje, Vladimir Curic, Hamid Sarve, Carina B. Johansson, Gunilla Borgefors
2009 Misc conf
ICIAP
Natasa Sladoje, Joakim Lindblad
2009 conf
SCIA
Attila Tanács, Csaba Domokos, Natasa Sladoje, Joakim Lindblad, Zoltan Kato
2008 conf
DAGM-Symposium
Tibor Lukic, Natasa Sladoje, Joakim Lindblad
2007 J jnl
Fuzzy Sets Syst.
Natasa Sladoje, Joakim Lindblad
2006 C conf
IWCIA
Joakim Lindblad, Natasa Sladoje
2006 conf
DGCI
Joakim Lindblad, Natasa Sladoje, Tibor Lukic
2005 Misc conf
ICIAP
Natasa Sladoje, Joakim Lindblad
2005 J jnl
Image Vis. Comput.
Natasa Sladoje, Ingela Nyström, Punam K. Saha
2005 J jnl
Pattern Recognit. Lett.
Jocelyn Chanussot, Ingela Nyström, Natasa Sladoje
2004 conf
ICPR (3)
Natasa Sladoje, Joakim Lindblad, Ingela Nyström
2003 conf
SCIA
Natasa Sladoje, Ingela Nyström, Punam K. Saha
2003 conf
DGCI
Natasa Sladoje, Ingela Nyström, Punam K. Saha
2000 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Jovisa D. Zunic, Natasa Sladoje
2000 conf
DGCI
Natasa Sladoje
1997 C conf
CAIP
Jovisa D. Zunic, Natasa Sladoje
1997 conf
DGCI
Natasa Sladoje, Jovisa D. Zunic
redb/extractors/js_extractor.py
← Index redb/extractors/js_extractor.py python
import logging
import re
from abc import ABCMeta, abstractmethod

from redb.extractors.extractor import Extractor
from redb.extractors.js_extractors.js_context import JSContext, _text_entropy

logger = logging.getLogger(__name__)

# ESM is recognised by line-anchored `import ... from "..."` / bare side-effect
# `import "..."` / top-level `export ...`. Anchored at line start to avoid
# matching the substring inside string literals or comments.
_ESM_PATTERN = re.compile(
    r'(?m)^\s*(?:'
    r'import\s+[^;\n]*?\bfrom\s+[\'"]'
    r'|import\s+[\'"][^\'"]+[\'"]'
    r'|export\s+(?:default\b|\{|\*|const\b|let\b|var\b|function\b|class\b|async\b)'
    r')'
)


@abstractmethod
class JSExtractor(Extractor, metaclass=ABCMeta):
    """Base class for JavaScript file extractors.

    Every JSExtractor reads its raw materials (bytes / decoded source / line
    list / scan_source results / pyjsparser AST / text entropy) from a shared
    `JSContext`. When workers.py drives the JS pipeline it builds one context
    per sample and threads it into every extractor via `context=`. When tests
    or other callers instantiate an extractor directly, the constructor builds
    a fresh context from `(filepath, source=...)`.

    All historical instance attributes (`self.binary`, `self.js_source`,
    `self.lines`) and helpers (`self._decode_source`, `self._parse_ast`,
    `self._calculate_text_entropy`) are preserved as thin delegators so
    existing extractor code keeps working unchanged.
    """

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        known_benign=False,
        known_malicious=False,
        source=None,
        context=None,
    ):
        if context is None:
            context = JSContext.from_path(filepath, log=log, source=source)
        elif source is not None and context.source != source:
            log.warning(
                "JSExtractor received both `source=` and `context=` with "
                "differing source; ignoring source kwarg"
            )
        self._context = context

        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            known_benign=known_benign,
            known_malicious=known_malicious,
        )

    @property
    def binary(self):
        return self._context.raw_bytes

    @property
    def js_source(self):
        return self._context.source

    @property
    def lines(self):
        return self._context.lines

    def _decode_source(self):
        """Back-compat shim — the context already decoded once at construction.

        Kept so any external caller using the historical method name keeps
        working without touching the underlying bytes again.
        """
        return self._context.source

    def _parse_ast(self):
        """Return the shared pyjsparser AST (or None if unavailable)."""
        return self._context.ast

    def _calculate_text_entropy(self, text):
        """Shannon text entropy for `text`.

        When `text` is the context's own source we read the cached value;
        otherwise we compute fresh. JSStringsExtractor calls this on arbitrary
        decoded substrings, so the fresh-compute path must remain available.
        """
        if text is self._context.source:
            return self._context.text_entropy
        return _text_entropy(text)

    def _detect_environment(self):
        """Detect the target JS runtime environment."""
        src = self.js_source
        if not src:
            return "unknown"

        # WScript/WSH indicators
        wscript_patterns = [
            'WScript.', 'WSH.', 'ActiveXObject', 'Scripting.FileSystemObject',
            'WScript.Shell', 'ADODB.Stream',
        ]
        for p in wscript_patterns:
            if p in src:
                return "wscript"

        # Browser-extension APIs — checked before generic browser/worker because
        # `chrome.*` and `browser.runtime` are distinctive of MV2/MV3 extensions
        extension_patterns = [
            'chrome.runtime', 'chrome.tabs', 'chrome.storage',
            'chrome.webRequest', 'browser.runtime', 'browser.tabs',
        ]
        for p in extension_patterns:
            if p in src:
                return "browser_extension"

        # Service / Web Workers — worker-only APIs that don't appear in regular
        # browser pages (a generic browser script would use `window.` or
        # `document.`, never `self.importScripts` or `caches.match`)
        worker_patterns = [
            "self.addEventListener('fetch'", 'self.addEventListener("fetch"',
            'self.importScripts', 'self.skipWaiting',
            'caches.match', 'caches.open',
        ]
        for p in worker_patterns:
            if p in src:
                return "service_worker"

        # Deno runtime
        if 'Deno.' in src:
            return "deno"

        # Node.js indicators
        node_patterns = [
            'require(', 'module.exports', 'process.env', '__dirname',
            '__filename', 'Buffer.', 'child_process',
        ]
        for p in node_patterns:
            if p in src:
                return "node"

        # Browser indicators
        browser_patterns = [
            'document.', 'window.', 'navigator.', 'localStorage',
            'sessionStorage', 'XMLHttpRequest', 'addEventListener',
        ]
        for p in browser_patterns:
            if p in src:
                return "browser"

        return "unknown"

    def _detect_script_type(self):
        """Detect the script type/format."""
        src = self.js_source
        if not src:
            return "unknown"

        stripped = src.lstrip()

        # JScript.Encode payload — must be checked first since the encoded
        # body can't be classified any other way
        if stripped.startswith('#@~^'):
            return "jse"

        # WSF / HTA live in the first few KB of an HTML-ish wrapper
        head_lower = stripped[:4096].lower()

        # Windows Script File — XML wrapper around one or more <script> blocks
        if ('<job' in head_lower or '<package' in head_lower) and '<script' in head_lower:
            return "wsf"

        # HTML Application — distinct from generic embedded_html because HTAs
        # run under mshta.exe with full WSH/ActiveX access
        if '<hta:application' in head_lower or 'application/hta' in head_lower:
            return "hta"

        if stripped.startswith('<!') or stripped.startswith('<html') or '<script' in stripped[:2000]:
            return "embedded_html"

        if 'WScript.' in src or 'WSH.' in src:
            return "wscript"

        if _ESM_PATTERN.search(src):
            return "esm"

        if 'require(' in src or 'module.exports' in src:
            return "node_module"

        return "standalone"