Wei Sun

35 papers A 9C 2Journal 4Unranked 20
YearRankTypeTitle / Venue / Authors
2017 A conf
CP
Linjie Pan, Ji-Wei Jin, Xin Gao, Wei Sun, Feifei Ma, Minghao Yin, Jian Zhang
2016 conf
SOLI
Wei Sun, Jun Zhu, Ning Duan, Peng Gao, Guo Qiang Hu, Weishan Dong, Zhi Hu Wang, Xin Zhang, Peng Ji, Chunyang Ma, Jing Chang Huang
2012 A conf
SDM
Weishan Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi, Wei Sun
2012 conf
SOLI
Weishan Dong, Li Li, Changjin Zhou, Yu Wang, Min Li, Chunhua Tian, Wei Sun
2012 conf
SOLI
Li Li, Weishan Dong, Chunhua Tian, Wei Sun
2011 A conf
ICWS
Jie Zhu, Bo Gao, Zhi Hu Wang, Berthold Reinwald, Changjie Guo, Xiaoping Li, Wei Sun
2011 conf
ICEBE
Bo Gao, Wenhao An, Xi Sun, Zhi Hu Wang, Liya Fan, Changjie Guo, Wei Sun
2011 conf
ICEBE
Xi Sun, Liya Fan, Linlin Yan, Lei Kong, Yang Ding, Changjie Guo, Wei Sun
2011 conf
ICEBE
Xi Sun, Bo Gao, Yuzhou Zhang, Wenhao An, Heng Cao, Changjie Guo, Wei Sun
2010 A conf
ICWS
Yi Zhang, Zhi Hu Wang, Bo Gao, Changjie Guo, Wei Sun, Xiaoping Li
2010 conf
ICEBE
Wei Sun, Changjie Guo, Zhong Bo Jiang, Xin Zhang, Ning Duan, Ying Huang, Yue Da Xiong
2010 J jnl
IBM J. Res. Dev.
Ying Huang, H. Su, Wei Sun, Jian Ming Zhang, Changjie Guo, J. M. Xu, Zhong Bo Jiang, S. X. Yang, Jun Zhu
2010 conf
ICEBE
Kai Tang, Zhong Bo Jiang, Wei Sun, Xin Zhang, Weishan Dong
2009 conf
SERVICES I
Zhong Bo Jiang, Wei Sun, Kai Tang, Jane L. Snowdon, Xin Zhang
2008 A conf
ICWS
Xin Zhang, Pei Sun, Ying Huang, Wei Sun
2008 conf
ICEBE
Zhi Hu Wang, Changjie Guo, Bo Gao, Wei Sun, Zhen Zhang, Wenhao An
2008 conf
ICEBE
Xin Zhang, Zhong Jie Li, Wei Sun, Zhong Bo Jiang, Jonathan Adams, Paul Verschueren
2008 J jnl
Int. J. Bus. Process. Integr. Manag.
Zhong Jie Li, Wei Sun, Bin Du
2008 conf
SERVICES II
Wei Sun, Xin Zhang, Changjie Guo, Pei Sun, Hui Su
2008 conf
ICEBE
Tiejun Ou, Wei Sun, Changjie Guo, Jing Li
2007 conf
CEC/EEE
Changjie Guo, Wei Sun, Ying Huang, Zhi Hu Wang, Bo Gao
2007 conf
CEC/EEE
Kuo Zhang, Xin Zhang, Wei Sun, Haiqi Liang, Ying Huang, Liangzhao Zeng, Xuanzhe Liu
2007 J jnl
Int. J. Softw. Eng. Knowl. Eng.
Wei Sun, Xin Zhang, Ying Liu, Zhong Tian
2007 A conf
ICSOC
Wei Sun, Kuo Zhang, Shyh-Kwei Chen, Xin Zhang, Haiqi Liang
2007 conf
IEEE SCW
Xuanzhe Liu, Yi Hui, Wei Sun, Haiqi Liang
2006 C conf
ICSEA
Yuan Yuan, Zhong Jie Li, Wei Sun
2006 conf
PragWeb
Haiqi Liang, Wei Sun, Xin Zhang, Zhong Bo Jiang
2006 conf
SOSE
Haiqi Liang, Wei Sun, Xin Zhang, Zhong Bo Jiang
2006 C conf
SEKE
Wei Sun, Xin Zhang, Ying Liu, Zhong Tian
2006 A conf
ICSOC
Zhong Jie Li, Wei Sun
2006 A conf
ISSRE
Jun Yan, Zhong Jie Li, Yuan Yuan, Wei Sun, Jian Zhang
2006 conf
ICEBE
Yan Zheng, Wei Sun, Zhong Bo Jiang, Rongzeng Cao, Kuo Zhang
2005 A conf
ICWS
Zhong Jie Li, Wei Sun, Zhong Bo Jiang, Xin Zhang
2004 conf
ICEIS (1)
Sheng Ye, Wei Sun, Zhong Tian
2004 J jnl
IBM J. Res. Dev.
Jun Zhu, Zhong Tian, Thomas Li, Wei Sun, Sheng Ye, Wei Ding, C. C. Wang, Gerland Wu, Leo Weng, Simon Huan, Bill Liu, Daniel Chou
redb/extractors/js_extractors/js_strings.py
← Index redb/extractors/js_extractors/js_strings.py python
import base64
import bisect
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 STRING_PATTERNS, line_offsets

# Local aliases for the compiled patterns this extractor uses. Defined and
# compiled exactly once in js_patterns.STRING_PATTERNS.
_HEX_STRING_RE = STRING_PATTERNS["hex_escape_seq"]
_UNICODE_STRING_RE = STRING_PATTERNS["unicode_escape_seq"]
_CHARCODE_RE = STRING_PATTERNS["charcode_call"]
_BASE64_STRING_RE = STRING_PATTERNS["base64_quoted"]
_CONCAT_STRING_RE = STRING_PATTERNS["concat_chain"]

# Tokeniser used inside _reconstruct_concat to pull each quoted part out of a
# matched concat chain. Compiled once at module load (was recompiled on every
# concat match before).
_CONCAT_TOKEN_RE = re.compile(r'["\']([^"\']*)["\']')


class JSStringsExtractor(JSExtractor):

    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.string_findings = None
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.JS_STRINGS.value

    def _decode_hex_string(self, hex_str):
        """Decode \\x41\\x42 style hex strings."""
        try:
            # Remove \\x prefix and decode
            clean = hex_str.replace('\\x', '')
            return bytes.fromhex(clean).decode('utf-8', errors='replace')
        except Exception:
            return None

    def _decode_unicode_string(self, uni_str):
        """Decode \\u0041\\u0042 style unicode strings."""
        try:
            return uni_str.encode('utf-8').decode('unicode_escape')
        except Exception:
            return None

    def _decode_charcode(self, charcode_str):
        """Decode String.fromCharCode(72, 101, 108, ...) sequences."""
        try:
            codes = [int(c.strip()) for c in charcode_str.split(',') if c.strip().isdigit()]
            return ''.join(chr(c) for c in codes if 0 <= c <= 0x10FFFF)
        except Exception:
            return None

    def _decode_base64(self, b64_str):
        """Attempt to decode base64 string."""
        try:
            decoded = base64.b64decode(b64_str)
            # Check if result is printable text
            text = decoded.decode('utf-8', errors='strict')
            # Only return if it looks like text (>80% printable)
            printable = sum(1 for c in text if c.isprintable() or c in '\n\r\t')
            if printable / len(text) > 0.8:
                return text
        except Exception:
            pass
        return None

    def _reconstruct_concat(self, concat_match):
        """Reconstruct concatenated string parts."""
        try:
            parts = _CONCAT_TOKEN_RE.findall(concat_match)
            return ''.join(parts)
        except Exception:
            return None

    def _find_line_number(self, match_start):
        """1-indexed line number for `match_start`, looked up in O(log L) via
        bisect over `self._line_offsets` (built once per extract() call).

        Replaces the historical `self.js_source[:match_start].count('\\n') + 1`
        which was O(N) per call and quadratic across all matches in a sample.
        """
        return bisect.bisect_right(self._line_offsets, match_start)

    def _scan_text(self, text):
        """Run every encoded-string pattern over `text` and return a list of
        finding dicts. Stateless apart from the per-call `_line_offsets` cache,
        which `_find_line_number` reads — callers must reset it before invoking
        this so line numbers reference the text being scanned, not the previous
        one.
        """
        findings = []

        # Hex-encoded strings
        for m in _HEX_STRING_RE.finditer(text):
            raw = m.group()
            decoded = self._decode_hex_string(raw)
            if decoded and len(decoded) >= 4:
                findings.append({
                    'string': decoded[:4000],
                    'string_raw': raw[:4000],
                    'string_encoding': 'hex',
                    'string_offset': self._find_line_number(m.start()),
                    'string_length': len(decoded),
                    'string_raw_length': len(raw),
                    'string_entropy': self._calculate_text_entropy(decoded),
                })

        # Unicode-encoded strings
        for m in _UNICODE_STRING_RE.finditer(text):
            raw = m.group()
            decoded = self._decode_unicode_string(raw)
            if decoded and len(decoded) >= 3:
                findings.append({
                    'string': decoded[:4000],
                    'string_raw': raw[:4000],
                    'string_encoding': 'unicode',
                    'string_offset': self._find_line_number(m.start()),
                    'string_length': len(decoded),
                    'string_raw_length': len(raw),
                    'string_entropy': self._calculate_text_entropy(decoded),
                })

        # String.fromCharCode sequences
        for m in _CHARCODE_RE.finditer(text):
            raw = m.group()
            decoded = self._decode_charcode(m.group(1))
            if decoded and len(decoded) >= 4:
                findings.append({
                    'string': decoded[:4000],
                    'string_raw': raw[:4000],
                    'string_encoding': 'charcode',
                    'string_offset': self._find_line_number(m.start()),
                    'string_length': len(decoded),
                    'string_raw_length': len(raw),
                    'string_entropy': self._calculate_text_entropy(decoded),
                })

        # Base64-encoded strings
        for m in _BASE64_STRING_RE.finditer(text):
            raw = m.group(0)
            b64_val = m.group(1)
            decoded = self._decode_base64(b64_val)
            if decoded and len(decoded) >= 10:
                findings.append({
                    'string': decoded[:4000],
                    'string_raw': raw[:4000],
                    'string_encoding': 'base64',
                    'string_offset': self._find_line_number(m.start()),
                    'string_length': len(decoded),
                    'string_raw_length': len(raw),
                    'string_entropy': self._calculate_text_entropy(decoded),
                })

        # Concatenated strings (reassembled)
        for m in _CONCAT_STRING_RE.finditer(text):
            raw = m.group()
            reconstructed = self._reconstruct_concat(raw)
            if reconstructed and len(reconstructed) >= 20:
                findings.append({
                    'string': reconstructed[:4000],
                    'string_raw': raw[:4000],
                    'string_encoding': 'concat',
                    'string_offset': self._find_line_number(m.start()),
                    'string_length': len(reconstructed),
                    'string_raw_length': len(raw),
                    'string_entropy': self._calculate_text_entropy(reconstructed),
                })

        return findings

    def extract(self):
        src = self.js_source
        if not src:
            return None

        # Pass 1: raw source. _line_offsets is keyed off whichever text is
        # currently being scanned so _find_line_number resolves to that text.
        self._line_offsets = line_offsets(src)
        findings = self._scan_text(src)

        # Pass 2: deobfuscated text, when the deobfuscator produced something
        # meaningfully different. Same patterns, but a different surface — for
        # samples where the encoded payload is hidden behind an outer wrapper
        # (e.g. array.join() + eval in Vjw0rm/WSH-RAT) only this pass yields
        # any rows at all.
        deobf_text, _ = self._context.deobfuscated
        if deobf_text and deobf_text != src:
            self._line_offsets = line_offsets(deobf_text)
            findings.extend(self._scan_text(deobf_text))

        if not findings:
            return None

        # Deduplicate by decoded string value (raw pass wins on collision: it
        # comes first in `findings`). A string that surfaces only in the
        # deobfuscated text still gets persisted, which is the whole point of
        # the second pass.
        seen_values = set()
        deduped = []
        for f in findings:
            val_key = f['string'][:100]
            if val_key not in seen_values:
                seen_values.add(val_key)
                deduped.append(f)

        self.string_findings = deduped[:500]  # Limit per file
        # Publish to the shared context so post-loop consumers (notably the IOC
        # plumbing in workers.py) can scrape the decoded strings without
        # holding a reference to this extractor instance.
        self._context.decoded_strings = self.string_findings
        return self.string_findings

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ClickHouseExporter":
            if not self.string_findings:
                return None

            data = []
            for f in self.string_findings:
                data.append([
                    self.sha256,
                    f['string'],
                    f['string_raw'],
                    f['string_encoding'],
                    f['string_offset'],
                    f['string_length'],
                    f['string_raw_length'],
                    f['string_entropy'],
                ])

            column_names = [
                "sha256",
                "string",
                "string_raw",
                "string_encoding",
                "string_offset",
                "string_length",
                "string_raw_length",
                "string_entropy",
            ]

            column_type_names = [
                "FixedString(64)",
                "String",
                "String",
                "LowCardinality(String)",
                "UInt64",
                "UInt32",
                "UInt32",
                "Float32",
            ]

            return (data, column_names, column_type_names)

    def get_clickhouse_table(self) -> str:
        return "code_binja_strings_raw"