Wei Tang

55 papers A 1C 13Journal 26Unranked 15
YearRankTypeTitle / Venue / Authors
2024 conf
MWSCAS
Jorge J. Sáenz-Noval, Juan Antonio Leñero-Bardallo, Lionel C. Gontard, Wei Tang
2024 conf
MWSCAS
Brandon Gresham, Josh Blowers, Steven Sandoval, Wei Tang
2024 J jnl
IEEE Trans. Artif. Intell.
Xiaochen Tang, Pedro Reviriego, Wei Tang, David G. M. Mitchell, Fabrizio Lombardi, Shanshan Liu
2024 J jnl
IEEE Embed. Syst. Lett.
Hunter Stuckey, Leonardo Escamilla, Luis Rodolfo García Carrillo, Wei Tang
2023 J jnl
Sensors
Amin Biglari, Wei Tang
2023 conf
MWSCAS
Hunter Stuckey, Nicholas Grijalva, Luis Rodolfo García Carrillo, Wei Tang
2023 conf
BioCAS
Brandon Gresham, Wei Tang
2023 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Xiaochen Tang, Mario Renteria-Pinon, Wei Tang
2023 conf
AICAS
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Wei Tang, Pedro Reviriego, Fabrizio Lombardi
2023 J jnl
IEEE Trans. Biomed. Circuits Syst.
Xiaochen Tang, Mario Renteria-Pinon, Wei Tang
2022 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Pedro Reviriego, Ziheng Wang, Wei Tang, Ahmed Louri, Fabrizio Lombardi
2022 J jnl
Sensors
Jorge Marquez Marquez Chavez, Wei Tang
2022 J jnl
CoRR
Xiaochen Tang, Mario Renteria-Pinon, Wei Tang
2022 conf
BioCAS
Brandon Gresham, Juan Torres, Jonathan Britton, Ziwei Ma, Anita B. Parada, Michelle L. Gutierrez, Mark Lawrence, Wei Tang
2022 C conf
ISCAS
Xiaochen Tang, Shanshan Liu, Wenjie Che, Wei Tang
2022 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Yanfang Liu, Xiaochen Tang, David G. M. Mitchell, Wei Tang
2021 J jnl
Sensors
Kevin Lee, Wei Tang
2021 J jnl
Sensors
Wei Tang, Amin Biglari, Ryan Ebarb, Tee Pickett, Samuel Smallidge, Marcy Ward
2021 J jnl
IEEE Trans. Biomed. Circuits Syst.
Xiaochen Tang, Wei Tang
2021 A conf
IROS
Hunter Stuckey, Amer Al-Radaideh, Leonardo Escamilla, Liang Sun, Luis Rodolfo García Carrillo, Wei Tang
2020 conf
CICC
Xiaochen Tang, Wei Tang
2020 J jnl
IEEE Trans. Biomed. Eng.
Xiaochen Tang, Ziwei Ma, Qisong Hu, Wei Tang
2020 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Yanfang Liu, Wei Tang, David G. M. Mitchell
2020 J jnl
IEEE Trans. Artif. Intell.
Shanshan Liu, Pedro Reviriego, Xiaochen Tang, Wei Tang, Fabrizio Lombardi
2019 conf
MWSCAS
Xiaochen Tang, Qisong Hu, Wei Tang
2018 J jnl
IEEE Trans. Biomed. Circuits Syst.
Xiaochen Tang, Qisong Hu, Wei Tang
2017 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Hang Yu, Wei Tang, Menghan Guo, Shoushun Chen
2017 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Xiaochen Tang, Qisong Hu, Wei Tang
2017 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Djuro G. Zrilic, Grozdan Petrovic, Wei Tang
2015 conf
EMBC
Graciela Unguez, Craig Duran, Delia J. Valles-Rosales, Michael Harris, Evan Salazar, Michael McDowell, Wei Tang
2015 conf
MWSCAS
Yifei Liu, Wei Tang
2015 J jnl
Sensors
Vicente Ibarra, Marcelo Araya-Salas, Yu-ping Tang, Charlie Park, Anthony Hyde, Timothy F. Wright, Wei Tang
2015 conf
MWSCAS
Qisong Hu, Chen Yi, Jörg Kliewer, Wei Tang
2015 conf
MWSCAS
Philip Davis, Charles D. Creusere, Wei Tang
2014 conf
ISIC
Philip Davis, Charles D. Creusere, Wei Tang
2014 C conf
ISCAS
Hussein Al-Azzawi, Hong Huang, Satyajayant Misra, Wei Tang
2013 J jnl
CoRR
Hong Huang, Satyajayant Misra, Wei Tang, Hajar Barani, Hussein Al-Azzawi
2013 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Wei Tang, Ahmad Osman, Dongsoo Kim, Brian Goldstein, Chenxi Huang, Berin Martini, Vincent A. Pieribone, Eugenio Culurciello
2013 J jnl
IEEE Trans. Biomed. Circuits Syst.
Dongsoo Kim, Brian Goldstein, Wei Tang, Fred J. Sigworth, Eugenio Culurciello
2013 conf
BioCAS
Michael Harris, Evan Salazar, Robert Güth, Vishal Nawathe, Mahmoud Sharifi, Wei Tang, Satyajayant Misra
2012 J jnl
IEEE Trans. Very Large Scale Integr. Syst.
Shoushun Chen, Wei Tang, Xiangyu Zhang, Eugenio Culurciello
2012 conf
ICECS
Juan A. Leñero-Bardallo, Wei Tang, Dongsoo Kim, Joon Hyuk Park, Eugenio Culurciello
2012 C conf
ISCAS
Wei Tang, Shoushun Chen, Eugenio Culurciello
2011 J jnl
IEEE Trans. Biomed. Circuits Syst.
Elliot Greenwald, Mohsen Mollazadeh, C. Hu, Wei Tang, Eugenio Culurciello, Nitish V. Thakor
2011 C conf
ISCAS
Wei Tang, Eugenio Culurciello
2011 C conf
ISCAS
Pamela Abshire, Amine Bermak, Raphael Berner, Gert Cauwenberghs, Shoushun Chen, Jennifer Blain Christen, Timothy G. Constandinou, Eugenio Culurciello, Marc Dandin, Timir Datta, Tobi Delbruck, Piotr Dudek, Amir Eftekhar, Ralph Etienne-Cummings, Giacomo Indiveri, Matthew K. Law, Bernabé Linares-Barranco, Jonathan Tapson, Wei Tang, Yiming Zhai
2010 C conf
ISCAS
Wei Tang, Chenxi Huang, Dongsoo Kim, Berin Martini, Eugenio Culurciello
2010 C conf
ISCAS
Shoushun Chen, Wei Tang, Eugenio Culurciello
2010 C conf
ISCAS
Elliot Greenwald, Mohsen Mollazadeh, Nitish V. Thakor, Wei Tang, Eugenio Culurciello
2010 C conf
ISCAS
Shoushun Chen, Wei Tang, Eugenio Culurciello
2010 C conf
ISCAS
Dongsoo Kim, Wei Tang, Brian Goldstein, Pujitha Weerakoon, Hazael Montanaro, Berin Martini, Eugenio Culurciello
2009 J jnl
IEEE Trans. Biomed. Circuits Syst.
Wei Tang, Eugenio Culurciello
2009 C conf
ISCAS
Wei Tang, Eugenio Culurciello
2009 C conf
ISCAS
Wei Tang, Eugenio Culurciello
2008 C conf
ISCAS
Wei Tang, Andreas G. Andreou, Eugenio Culurciello
sql/redb_js_tables.sql
← Index sql/redb_js_tables.sql sql
-- JavaScript malware analysis tables
-- Engine: ReplacingMergeTree(analysis_date) — latest analysis wins on re-processing
--
-- File order:
--   1. redb_js_features
--   2. redb_js_suspicious_apis
--   3. redb_js_deobfuscation
--   4. code_text_content              (generic text-content table; JS today,
--                                      PowerShell / Python / email / extracted
--                                      PDF / Office text in the future)
--   5. redb_iocs source_type ALTER    (extends Enum8 with text_raw/text_normalized
--                                      so JS — and any future text-based pipeline —
--                                      can distinguish IOCs found in the raw vs
--                                      normalised surface)
--   6. redb_iocs ioc_type ALTER       (adds registry_key=42 so HKLM/HKCU/HKEY_*
--                                      keys are extracted alongside file paths)
--
-- Decoded strings from JS still go into the shared code_binja_strings_raw
-- table (same schema used by DecompileBinja and DecompileAPK). JS
-- string_encoding values: hex, unicode, charcode, base64, concat. Plain long
-- literals are not extracted here — they're already in code_text_content and
-- scraped by the IOC pipeline over text_raw/text_normalized.
-- string_offset is the line number in the source file.
--
-- redb_js_features.script_type values (file format / container, first match):
--   jse, wsf, hta, embedded_html, wscript, esm, node_module, standalone, unknown
-- redb_js_features.detected_environment values (runtime by API surface, first
-- match):
--   wscript, browser_extension, service_worker, deno, node, browser, unknown

-- 1. Core features & obfuscation metrics (1 row per sample)
CREATE TABLE IF NOT EXISTS redb_js_features (
    sha256 FixedString(64),
    line_count UInt32,
    char_count UInt64,
    text_entropy Float64,
    max_line_length UInt32,
    avg_line_length Float64,
    is_minified UInt8,
    is_likely_obfuscated UInt8,
    obfuscator_name LowCardinality(String),
    obfuscation_score UInt8,
    obfuscation_techniques Array(String),
    eval_count UInt32,
    function_constructor_count UInt32,
    settimeout_setinterval_count UInt32,
    document_write_count UInt32,
    innerhtml_count UInt32,
    unescape_count UInt32,
    fromcharcode_count UInt32,
    atob_count UInt32,
    decodeuri_count UInt32,
    total_function_count UInt32,
    total_variable_count UInt32,
    max_nesting_depth UInt16,
    avg_identifier_length Float64,
    hex_string_count UInt32,
    unicode_escape_count UInt32,
    long_string_count UInt32,
    base64_string_count UInt32,
    comment_ratio Float64,
    script_type LowCardinality(String),
    detected_environment LowCardinality(String),
    analysis_date DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree(analysis_date)
ORDER BY sha256;

-- 2. Suspicious API calls (multi-row per sample)
--
-- `revealed_by_deobf` is 1 when the API only appears after the deobfuscation
-- pass (i.e. the call site is hidden in the raw artefact and surfaces only in
-- text_normalized). Useful for filtering "what did normalisation actually
-- buy us" without re-running the diff.
CREATE TABLE IF NOT EXISTS redb_js_suspicious_apis (
    sha256 FixedString(64),
    api_name String,
    api_category LowCardinality(String),
    call_count UInt32,
    line_numbers Array(UInt32),
    context_snippet String,
    revealed_by_deobf UInt8,
    analysis_date DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree(analysis_date)
ORDER BY (sha256, api_name);

-- 3. Deobfuscation results (1 row per sample)
CREATE TABLE IF NOT EXISTS redb_js_deobfuscation (
    sha256 FixedString(64),
    deobfuscator_used LowCardinality(String),
    deobfuscation_successful UInt8,
    original_size UInt64,
    deobfuscated_size UInt64,
    size_change_ratio Float64,
    original_entropy Float64,
    deobfuscated_entropy Float64,
    new_strings_found UInt32,
    new_apis_found UInt32,
    deobfuscated_sha256 FixedString(64),
    analysis_date DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree(analysis_date)
ORDER BY sha256;

-- 4. Generic text-content table for any text-based artefact (JS today;
--    PowerShell, Python, plain text, email bodies, extracted PDF/Office text
--    in the future). One row per sha256. content_type carries the magika
--    label so callers can filter without joining other tables.
CREATE TABLE IF NOT EXISTS code_text_content (
    sha256 FixedString(64),
    content_type LowCardinality(String),
    text_raw String CODEC(ZSTD(3)),
    text_normalized Nullable(String) CODEC(ZSTD(3)),
    normalizer_used Nullable(String),
    analysis_date DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree(analysis_date)
ORDER BY sha256;

-- 5. Extend redb_iocs.source_type Enum8 with two universal text-content
--    surfaces: text_raw (the artefact's original text) and text_normalized
--    (a deobfuscated/canonicalised form). Used by the JS IOC extraction
--    pipeline today; any future text-based pipeline (PowerShell, PDF, etc.)
--    plugs into the same two values.
--
-- Existing rows keep their stored integer values; only newly-inserted rows
-- can use 4/5. The MODIFY COLUMN must list the full final enum, including
-- the existing values (1/2/3) — ClickHouse rejects partial alters.
ALTER TABLE redb_iocs
    MODIFY COLUMN source_type
    Enum8('decompiled_function'=1, 'disassembled_function'=2, 'string'=3,
          'text_raw'=4, 'text_normalized'=5);

-- 6. Extend redb_iocs.ioc_type Enum8 with registry_key=42. Windows registry
--    paths (HKLM\..., HKCU\..., HKEY_LOCAL_MACHINE\...) are a distinct class
--    of IOC from filesystem paths and were previously extracted by nothing.
--    Same MODIFY COLUMN constraint as the source_type alter — the full final
--    enum must be listed.
ALTER TABLE redb_iocs
    MODIFY COLUMN ioc_type
    Enum8('ipv4'=1, 'ipv6'=2, 'fqdn'=3, 'url'=4, 'email'=5, 'server'=6,
          'hash_md5'=10, 'hash_sha1'=11, 'hash_sha256'=12,
          'cve'=20, 'cwe'=21, 'cpe'=22,
          'crypto_btc'=30, 'crypto_eth'=31, 'crypto_xrp'=32, 'crypto_bch'=33,
          'crypto_ada'=34, 'crypto_substrate'=35,
          'path_linux'=40, 'path_windows'=41, 'registry_key'=42,
          'onion'=50);

-- 7. Migrate redb_js_features to the two-tier obfuscation verdict.
--    `is_obfuscated` (binary heuristic at score >=40) is renamed to
--    `is_likely_obfuscated` (heuristic at >=60 + ≥1 strong signal, OR
--    js-x-ray flagged the obfuscator family). `obfuscator_name` is the
--    family name reported by @nodesecure/js-x-ray (jsfuck, obfuscator.io,
--    morse, jjencode, freejsobfuscator, ...) or empty when not detected.
--
--    Run once against an existing deployment. The CREATE TABLE above
--    already reflects the post-migration shape, so fresh installs skip this.
ALTER TABLE redb_js_features
    RENAME COLUMN is_obfuscated TO is_likely_obfuscated;
ALTER TABLE redb_js_features
    ADD COLUMN IF NOT EXISTS obfuscator_name LowCardinality(String) AFTER is_likely_obfuscated;

-- 8. Harmonise code_text_content column names with redb_iocs.source_type
--    enum values. The enum already uses `text_raw` / `text_normalized` for
--    the surface labels; the table previously stored the same data under
--    `content_raw` / `content_normalized`, forcing every join across the two
--    to translate names. Renaming the columns produces a self-documenting
--    schema where `redb_iocs.source_type='text_raw'` points directly at
--    `code_text_content.text_raw`.
--
--    Run once against an existing deployment. The CREATE TABLE above
--    already reflects the post-migration shape, so fresh installs skip this.
ALTER TABLE code_text_content
    RENAME COLUMN content_raw TO text_raw;
ALTER TABLE code_text_content
    RENAME COLUMN content_normalized TO text_normalized;

-- 9. Add revealed_by_deobf flag to redb_js_suspicious_apis. The strings/APIs
--    extractors now scan both the raw source and the deobfuscated text so APIs
--    hidden behind one obfuscation layer (Vjw0rm-style array.join + eval,
--    Dean-Edwards packers, ...) surface in the table. The flag is 1 only when
--    the API was *not* found in the raw source — querying for it isolates
--    "deobf-only" findings without joining redb_js_deobfuscation.
--
--    Run once against an existing deployment. The CREATE TABLE above
--    already reflects the post-migration shape, so fresh installs skip this.
ALTER TABLE redb_js_suspicious_apis
    ADD COLUMN IF NOT EXISTS revealed_by_deobf UInt8 AFTER context_snippet;