Xiangang Luo

21 papers Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2024 conf
OFC
Yiqun Zhang, Mingfeng Xu, Zheng Song, Mengjie Zhou, Jiazheng Ding, Mingbo Pu, Kun Qiu, Ning Jiang, Xiangang Luo
2023 conf
OFC
Yiqun Zhang, Mingfeng Xu, Qiang Chen, Mengjie Zhou, Shuangcheng Chen, Mingbo Pu, Ning Jiang, Kun Qiu, Martin P. J. Lavery, Hasan T. Abbas, Xiangang Luo
2023 J jnl
Remote. Sens.
Shuang Zhu, Wenying Huang, Xiangang Luo, Jun Guo, Zhe Yuan
2022 J jnl
Remote. Sens.
Peng Yang, Wenyu Wang, Xiaoyan Zhai, Jun Xia, Yulong Zhong, Xiangang Luo, Shengqing Zhang, Nengcheng Chen
2020 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuang Zhu, Zuxiang Xiao, Xiangang Luo, Hairong Zhang, Xiuwei Liu, Rui Wang, Mingzhi Zhang, Zhibin Huo
2020 J jnl
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhanya Xu, Leiyu Cao, Shaobo Zhong, Geng Liu, Yongsheng Yang, Shuang Zhu, Xiangang Luo, Liping Di
2019 J jnl
IEEE Access
Yizhe Zhao, Cheng Huang, Zelin Song, Chengyong Yu, Shuo Liang, Xiangang Luo, Anyong Qing
2016 conf
ICIT
Zheren Du, Lianwei Chen, Dacheng Wang, Zuyong Wang, Chwee Teck Lim, Minghui Hong, Yang Li, Xiong Li, Xiangang Luo, Fang Kong, Ming Dao, Yu Cao, Fengping Li
2016 J jnl
Micromachines
Changtao Wang, Wei Zhang, Zeyu Zhao, Yanqin Wang, Ping Gao, Yunfei Luo, Xiangang Luo
2015 J jnl
Int. J. Geogr. Inf. Sci.
Mingqiang Guo, Qingfeng Guan, Zhong Xie, Liang Wu, Xiangang Luo, Ying Huang
2015 conf
Geoinformatics
Xiaohong Yang, Zhong Xie, Xiangang Luo, Zhanlong Chen
2015 conf
Geoinformatics
Jingmin Tu, Xiangang Luo, Wenjie Zhao, Xuejing Xie, Xincai Wu
2010 J jnl
J. Geogr. Inf. Syst.
Xiangang Luo, Jing Peng, Zhong Xie
2010 conf
Geoinformatics
Miaomiao Song, Zhong Xie, Xiangang Luo, Liang Wu, Chaoling Li
2010 conf
GCC
Chaoling Li, Miaomiao Song, Xia Lv, Xiangang Luo, Jianqian Li
2009 conf
CSO (2)
Ying Huang, Zhong Xie, Liang Wu, Mingqiang Guo, Xiangang Luo
2009 J jnl
J. Geogr. Inf. Syst.
Ying Huang, Mingqiang Guo, Xiangang Luo, Zhong Xie
2009 conf
WKDD
Xiangang Luo, Xiaohui Liu, Zhong Xie, Guizhou Zheng
2009 conf
WKDD
Xiangang Luo, Qi Ma, Zhong Xie
2008 conf
GCC
Zhong Xie, Miaomiao Song, Xiangang Luo
2008 conf
RAM
Hao Wang, Wenzhen Sun, Xiangang Luo
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,
        )