Vasant B. Rao

21 papers A* 4A 2Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2011 J jnl
IBM J. Res. Dev.
Joshua Friedrich, Ruchir Puri, Uwe Brandt, Markus Bühler, Jack DiLullo, Jeremy Hopkins, Mozammel Hossain, Michael A. Kazda, Joachim Keinert, Zahi M. Kurzum, Douglass Lamb, Alice Lee, Frank Musante, Jens Noack, Peter J. Osler, Stephen D. Posluszny, Haifeng Qian, Shyam Ramji, Vasant B. Rao, Lakshmi N. Reddy, Haoxing Ren, Thomas E. Rosser, Benjamin R. Russell, Cliff C. N. Sze, Gustavo E. Téllez
2002 conf
Timing Issues in the Specification and Synthesis of Digital Systems
Vasant B. Rao, Jeffrey Soreff, Ravichander Ledalla, Fred L. Yang
1996 J jnl
IBM J. Res. Dev.
John Y. Sayah, Rajesh Gupta, Deepak D. Sherlekar, Philip S. Honsinger, Jitendra M. Apte, S. Wayne Bollinger, Hai Hsia Chen, Sumit DasGupta, Edward P. Hsieh, Andrew D. Huber, Edward J. Hughes, Zahi M. Kurzum, Vasant B. Rao, Thepthai Tabtieng, Vigen Valijan, David Y. Yang
1995 A* conf
DAC
Vasant B. Rao
1994 J jnl
J. Graph Theory
Madhav P. Desai, Vasant B. Rao
1993 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sachin S. Sapatnekar, Vasant B. Rao, Pravin M. Vaidya, Sung-Mo Kang
1993 J jnl
SIAM J. Matrix Anal. Appl.
K. S. Arun, Vasant B. Rao
1993 J jnl
SIAM J. Matrix Anal. Appl.
Madhav P. Desai, Vasant B. Rao
1991 A conf
ICCAD
Sachin S. Sapatnekar, Vasant B. Rao, Pravin M. Vaidya
1991 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Youssef Saab, Vasant B. Rao
1991 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yun-Cheng Ju, Vasant B. Rao, Resve A. Saleh
1991 Misc conf
ICASSP
K. S. Arun, Vasant B. Rao
1990 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Youssef Saab, Vasant B. Rao
1990 A* conf
DAC
Youssef Saab, Vasant B. Rao
1989 conf
Great Lakes Computer Science Conference
Youssef Saab, Vasant B. Rao
1989 A* conf
DAC
Youssef Saab, Vasant B. Rao
1988 conf
IEA/AIE (Vol. 2)
MahmMahmoud A. Manzoul, Vasant B. Rao
1988 A conf
ICCAD
David C. Yeh, Vasant B. Rao
1987 A* conf
DAC
Shun-Lin Su, Vasant B. Rao, Timothy N. Trick
1987 J jnl
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Vasant B. Rao, Timothy N. Trick
1985
Vasant B. Rao
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"