Wei Su

53 papers A 3B 10C 5Misc 2Journal 22Unranked 11
YearRankTypeTitle / Venue / Authors
2017 J jnl
IEEE Trans. Signal Inf. Process. over Networks
Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2017 J jnl
IEEE Trans. Veh. Technol.
Yu Liu, Osvaldo Simeone, Alexander M. Haimovich, Wei Su
2016 J jnl
CoRR
Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2015 J jnl
IEEE Trans. Wirel. Commun.
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
2015 J jnl
IEEE Trans. Wirel. Commun.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2015 conf
MILCOM
Thakshila Wimalajeewa, Jithin Jagannath, Pramod K. Varshney, Andrew L. Drozd, Wei Su
2015 C conf
FUSION
Hao He, Sora Choi, Pramod K. Varshney, Wei Su
2015 J jnl
CoRR
Yu Liu, Osvaldo Simeone, Alexander M. Haimovich, Wei Su
2015 Misc conf
CISS
Yu Liu, Osvaldo Simeone, Alexander M. Haimovich, Wei Su
2015 J jnl
Wirel. Commun. Mob. Comput.
Yan Zhang, Nirwan Ansari, Wei Su
2015 Misc conf
CISS
Yu Liu, Alexander M. Haimovich, Wei Su, Emmanuel Kanterakis
2014 J jnl
J. Frankl. Inst.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2014 J jnl
CoRR
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
2014 J jnl
CoRR
Yu Liu, Osvaldo Simeone, Alexander M. Haimovich, Wei Su
2014 J jnl
IEEE Signal Process. Lett.
Yu Liu, Osvaldo Simeone, Alexander M. Haimovich, Wei Su
2014 J jnl
IEEE Signal Process. Lett.
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
2014 conf
MILCOM
Svetlana Foulke, Jithin Jagannath, Andrew L. Drozd, Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su
2013 B conf
GLOBECOM
Onur Ozdemir, Pramod K. Varshney, Wei Su
2013 J jnl
IEEE Commun. Lett.
Wei Su
2013 J jnl
CoRR
Yu Liu, Alexander M. Haimovich, Wei Su, Jason A. Dabin, Emmanuel Kanterakis
2012 J jnl
CoRR
Onur Ozdemir, Pramod K. Varshney, Wei Su, Andrew L. Drozd
2012 conf
RWS
Haifeng Xiao, Yun Q. Shi, Wei Su, John A. Kosinski
2011 J jnl
Trans. Data Hiding Multim. Secur.
Patchara Sutthiwan, Yun Q. Shi, Hong Zhao, Tian-Tsong Ng, Wei Su
2011 conf
ACSCC
Handan Agirman-Tosun, Yu Liu, Alexander M. Haimovich, Osvaldo Simeone, Wei Su, Jason A. Dabin, Emmanuel Kanterakis
2011 conf
ICC
Yan Zhang, Nirwan Ansari, Wei Su
2011 B conf
GLOBECOM
Yan Zhang, Nirwan Ansari, Wei Su
2010 J jnl
Wirel. Pers. Commun.
Octavia A. Dobre, Ali Abdi, Yeheskel Bar-Ness, Wei Su
2010 A conf
ICME
Patchara Sutthiwan, Yun Q. Shi, Wei Su, Tian-Tsong Ng
2009 B conf
ICIP
Guanshuo Xu, Yun-Qing Shi, Wei Su
2009 C conf
IWDW
Guanshuo Xu, Shang Gao, Yun-Qing Shi, Ruimin Hu, Wei Su
2009 J jnl
IEEE Commun. Lett.
Miao Shi, Yeheskel Bar-Ness, Wei Su
2008 B conf
GLOBECOM
Miao Shi, Yeheskel Bar-Ness, Wei Su
2008 B conf
ICPR
Chunhua Chen, Yun Q. Shi, Wei Su
2008 B conf
ICPR
Wen Chen, Yun Q. Shi, Guorong Xuan, Wei Su
2008 conf
DMIN
Haifeng Xiao, Chunhua Chen, Wei Su, John A. Kosinski, Yun Q. Shi
2008 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Zhicheng Ni, Yun Q. Shi, Nirwan Ansari, Wei Su, Qibin Sun, Xiao Lin
2007 conf
Security, Steganography, and Watermarking of Multimedia Contents
Dongdong Fu, Yun Q. Shi, Wei Su
2007 conf
Security, Steganography, and Watermarking of Multimedia Contents
Wen Chen, Yun Q. Shi, Wei Su
2007 B conf
GLOBECOM
Miao Shi, Yeheskel Bar-Ness, Wei Su
2007 C conf
IWDW
Yun Q. Shi, Chunhua Chen, Guorong Xuan, Wei Su
2007 J jnl
IET Commun.
Octavia A. Dobre, Ali Abdi, Yeheskel Bar-Ness, Wei Su
2006 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Dekun Zou, Yun Q. Shi, Zhicheng Ni, Wei Su
2006 B conf
GLOBECOM
Hong Li, Ali Abdi, Yeheskel Bar-Ness, Wei Su
2006 B conf
WCNC
Hong Li, Ali Abdi, Yeheskel Bar-Ness, Wei Su
2006 C conf
IWDW
Dongdong Fu, Yun Q. Shi, Wei Su
2006 conf
CrownCom
Hong Li, Yeheskel Bar-Ness, Ali Abdi, Oren Somekh, Wei Su
2006 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Zhicheng Ni, Yun-Qing Shi, Nirwan Ansari, Wei Su
2006 A conf
ICME
Dekun Zou, Yun Q. Shi, Wei Su, Guorong Xuan
2005 conf
ISCAS (2)
Zaihe Yu, Yun Q. Shi, Wei Su
2004 B conf
WCNC
Octavia A. Dobre, Yeheskel Bar-Ness, Wei Su
2004 A conf
ICME
Zhicheng Ni, Yun Q. Shi, Nirwan Ansari, Wei Su, Qibin Sun, Xiao Lin
2003 conf
ISCAS (2)
Zhicheng Ni, Yun Q. Shi, Nirwan Ansari, Wei Su
2002 C conf
IEEE Workshop on Multimedia Signal Processing
Guorong Xuan, Jidong Chen, Jiang Zhu, Yun Q. Shi, Zhicheng Ni, Wei Su
redb/extractors/js_extractors/js_context.py
← Index redb/extractors/js_extractors/js_context.py python
"""Per-sample shared state for the JavaScript extractor pipeline.

A `JSContext` is built exactly once per JS sample (in `workers.py`) and threaded
into every extractor that runs against that sample. It owns the disk read, the
decoded source text, the line-split cache, the Shannon text-entropy figure, the
shared `scan_source()` results, and the pyjsparser AST. Each of those is
computed lazily through `cached_property` so an extractor that doesn't need a
particular artefact does not pay for it.

Without this object, every JS extractor instance redoes the same disk read,
decode, scan, and (for any consumer) AST parse. With it, every extractor
shares one set of results.

`JSExtractor.__init__` accepts the context via a `context=` kwarg; if absent
(e.g. unit tests instantiating an extractor directly with `source=...`) it
builds a fresh context from the constructor arguments. Either path produces a
fully-populated context, so extractor code can always rely on
`self._context.scan` / `self._context.ast` / etc.
"""

from __future__ import annotations

import math
from collections import Counter
from dataclasses import dataclass
from functools import cached_property
from typing import Any, Dict, List, Optional

import chardet

from redb.extractors.js_extractors.js_patterns import scan_source


def decode_source(raw_bytes: bytes) -> str:
    """Decode raw JS bytes to text, honouring BOMs and falling back to chardet.

    Mirrors the historical `JSExtractor._decode_source` logic so existing tests
    continue to round-trip identically.
    """
    if not raw_bytes:
        return ""

    if raw_bytes[:3] == b"\xef\xbb\xbf":
        return raw_bytes[3:].decode("utf-8", errors="replace")
    if raw_bytes[:2] in (b"\xff\xfe", b"\xfe\xff"):
        return raw_bytes.decode("utf-16", errors="replace")

    try:
        return raw_bytes.decode("utf-8")
    except UnicodeDecodeError:
        pass

    try:
        detected = chardet.detect(raw_bytes)
        if detected and detected.get("encoding"):
            return raw_bytes.decode(detected["encoding"], errors="replace")
    except Exception:
        pass

    return raw_bytes.decode("latin-1", errors="replace")


def _text_entropy(text: str) -> float:
    """Shannon entropy of the character distribution of `text`, rounded to 4dp."""
    if not text:
        return 0.0
    counter = Counter(text)
    length = len(text)
    entropy = 0.0
    for count in counter.values():
        p = count / length
        if p > 0:
            entropy -= p * math.log2(p)
    return round(entropy, 4)


@dataclass
class JSContext:
    """Shared raw materials for one JS sample, consumed by every JS extractor.

    Cheap attributes (raw_bytes, source) are populated eagerly by the factory.
    Expensive ones (scan, ast) are cached_property — computed on first access
    and reused across every extractor that holds the same context.

    `content_type` is the magika label (e.g. `"javascript"`) carried alongside
    the source so the new code_text_content writer (and any future generic
    text-content writer) can record it without re-running magika. Defaults to
    `"javascript"` because by construction this context type is JS-specific;
    workers.py supplies the actual magika value when it builds the context.
    """

    filepath: str
    raw_bytes: bytes
    source: str
    log: Any = None
    content_type: str = "javascript"
    # Populated by JSStringsExtractor.extract() (the decoded/reconstructed
    # strings — hex/unicode/charcode/base64/concat unpacked into plaintext).
    # Read post-loop by the IOC plumbing in workers.py so any IOCs hidden
    # behind those encodings get scraped from the decoded form. Stays None
    # if JSStringsExtractor didn't run for this sample.
    decoded_strings: Optional[list] = None

    @cached_property
    def lines(self) -> List[str]:
        return self.source.splitlines() if self.source else []

    @cached_property
    def text_entropy(self) -> float:
        return _text_entropy(self.source)

    @cached_property
    def scan(self) -> Dict[str, Dict[str, object]]:
        """Result of running scan_source() exactly once over self.source."""
        return scan_source(self.source) if self.source else {}

    @cached_property
    def ast(self) -> Optional[Any]:
        """Lazy pyjsparser AST. Returns None if the parser is missing or fails.

        Extractors should treat None AST as "fall back to regex" — every
        AST-consuming extractor already handles that path.
        """
        if not self.source:
            return None
        try:
            import pyjsparser
            return pyjsparser.parse(self.source)
        except ImportError:
            if self.log is not None:
                self.log.debug("pyjsparser not installed, AST analysis skipped")
        except Exception as e:
            if self.log is not None:
                self.log.warning(f"AST parsing failed for {self.filepath}: {e}")
        return None

    @cached_property
    def deobfuscated(self) -> "tuple[Optional[str], Optional[str]]":
        """Run the configured JS deobfuscator (with jsbeautifier fallback) once
        per sample and cache the result. Returns `(text, normalizer_used)` or
        `(None, None)` if neither path produced output.

        Computed lazily on first access — samples whose pipeline never reads
        this don't pay the subprocess cost.
        """
        from redb.extractors.js_extractors.js_deobfuscator import deobfuscate
        return deobfuscate(self.source, self.log)

    @cached_property
    def scan_deobfuscated(self) -> Dict[str, Dict[str, object]]:
        """Result of running scan_source() exactly once over the deobfuscated
        text, keyed by PATTERNS only (FEATURE_PATTERNS are not consulted by
        the dual-pass consumers). Empty dict when there is no deobfuscated
        text or it equals the raw source.

        Two extractors consume the post-deobf API surface:
        `JSSuspiciousAPIsExtractor` (for revealed_by_deobf rows) and
        `JSDeobfuscationExtractor` (for the new_apis_found diff). Caching here
        means we scan the deobfuscated text once instead of twice per sample.
        """
        from redb.extractors.js_extractors.js_patterns import PATTERNS
        deobf_text, _ = self.deobfuscated
        if not deobf_text or deobf_text == self.source:
            return {}
        return scan_source(deobf_text, patterns=(PATTERNS,))

    @cached_property
    def xray(self):
        """Run @nodesecure/js-x-ray once per sample and cache the result.

        Returns an `XRayResult` (always — the function collapses every failure
        path to an empty result so callers don't have to special-case missing
        Node, missing package, timeouts, or parse errors). The
        `JSFeaturesExtractor` reads it for the obfuscator family name and for
        corroborating warning kinds; the heuristic falls back cleanly when
        `xray.obfuscator is None`.
        """
        from redb.extractors.js_extractors.js_xray import run
        return run(self.source, self.log)

    @classmethod
    def from_path(
        cls,
        filepath: str,
        log: Any = None,
        source: Optional[str] = None,
        raw_bytes: Optional[bytes] = None,
        content_type: str = "javascript",
    ) -> "JSContext":
        """Build a context from disk. `raw_bytes` and `source` are optional
        overrides — useful when the caller has already read or decoded the file.
        `content_type` is the magika label workers.py dispatched on; it lands
        on the context for the code_text_content writer to record.
        """
        if raw_bytes is None:
            with open(filepath, "rb") as f:
                raw_bytes = f.read()
        if source is None:
            source = decode_source(raw_bytes)
        return cls(
            filepath=filepath,
            raw_bytes=raw_bytes,
            source=source,
            log=log,
            content_type=content_type,
        )