J. Spruce Riordon

22 papers A* 4A 1C 1Journal 6Unranked 10
YearRankTypeTitle / Venue / Authors
1993 C conf
ICCI
Dawn N. Jutla, Peter Bodorik, J. Spruce Riordon
1992 J jnl
IEEE Trans. Knowl. Data Eng.
Peter Bodorik, J. Spruce Riordon, James S. Pyra
1991 J jnl
Comput. J.
Peter Bodorik, J. Spruce Riordon
1990 conf
DPDS
Peter Bodorik, James S. Pyra, J. Spruce Riordon
1990 conf
SIGSMALL/PC Symposium
Peter Bodorik, J. Spruce Riordon
1989 conf
ACM Conference on Computer Science
Peter Bodorik, J. Spruce Riordon, C. Jacob
1988 conf
ACM Conference on Computer Science
Peter Bodorik, J. Spruce Riordon
1988 A* conf
ICDE
Peter Bodorik, J. Spruce Riordon
1988 A conf
ICDCS
Peter Bodorik, J. Spruce Riordon
1988 conf
DPDS
Peter Bodorik, J. Spruce Riordon
1983 J jnl
Comput. Networks
J. Spruce Riordon, Samy A. Mahmoud, Salah E. Aidarous, Morteza Niktash
1983 J jnl
IEEE J. Sel. Areas Commun.
Samy A. Mahmoud, Wai-Yip Chan, J. Spruce Riordon, Salah E. Aidarous
1981 conf
DDSS
K. C. Toth, Samy A. Mahmoud, J. Spruce Riordon
1981 conf
DDSS
J. Spruce Riordon
1979 conf
IFIP TC-2 Working Conference on Data Base Architecture
Samy A. Mahmoud, J. Spruce Riordon, K. C. Toth
1978 A* conf
VLDB
K. C. Toth, Samy A. Mahmoud, J. Spruce Riordon, O. Sherif
1977 conf
IFIP Congress
D. A. Hutchison, J. Spruce Riordon, Samy A. Mahmoud
1976 J jnl
ACM Trans. Database Syst.
Samy A. Mahmoud, J. Spruce Riordon
1976 A* conf
SIGMETRICS
Samy A. Mahmoud, J. Spruce Riordon
1975 A* conf
VLDB
Samy A. Mahmoud, J. Spruce Riordon
1974 conf
IFIP Congress
G. X. Amey, R. Baglow, E. W. Chadler, P. Nador, J. Spruce Riordon
1969 J jnl
Autom.
J. Spruce Riordon
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"