Vic Grout

52 papers B 5C 4Misc 1Journal 19Unranked 23
YearRankTypeTitle / Venue / Authors
2021 J jnl
IEEE Access
Abimbola Sangodoyin, Mobayode O. Akinsolu, Prashant Pillai, Vic Grout
2020 J jnl
IET Image Process.
Kazy Noor E. Alam Siddiquee, Md. Shabiul Islam, Mohammad Yasin Ud Dowla, Karim Mohammed Rezaul, Vic Grout
2019 J jnl
IEEE Trans. Emerg. Top. Comput. Intell.
Mobayode O. Akinsolu, Bo Liu, Vic Grout, Pavlos I. Lazaridis, Maria Evelina Mognaschi, Paolo Di Barba
2019 J jnl
Inf.
Vic Grout
2018 J jnl
IEEE Trans. Ind. Electron.
Bo Liu, Vic Grout, Anna Nikolaeva
2018 J jnl
Inf.
Vic Grout
2017 J jnl
Future Internet
Vic Grout
2017 J jnl
J. Comput. Des. Eng.
Bo Liu, Alexander Irvine, Mobayode O. Akinsolu, Omer Arabi, Vic Grout, Nazar T. Ali
2016 B conf
CEC
Bo Liu, Nan Sun, Qingfu Zhang, Vic Grout, Georges G. E. Gielen
2016 conf
INC
Stuart Cunningham, Nigel Houlden, John N. Davies, Vic Grout, Richard Picking
2016 Misc conf
UCC
Paul Comerford, John N. Davies, Vic Grout
2014 J jnl
Discret. Math.
Yunzhi Yan, Wanqing Tu, Vic Grout, Peter S. Excell
2014 B conf
IEEE Congress on Evolutionary Computation
Bo Liu, Qin Chen, Qingfu Zhang, Georges G. E. Gielen, Vic Grout
2014 J jnl
Multim. Tools Appl.
Stuart Cunningham, Vic Grout
2014 B conf
IEEE Congress on Evolutionary Computation
Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev, Georges G. E. Gielen, Vic Grout
2013 conf
Audio Mostly Conference
Stuart Cunningham, Jonathan Weinel, Shaun Roberts, Vic Grout, Darryl Griffiths
2012 conf
INC
John N. Davies, Mike Payne, Phil Evans, Graham Sparey-Taylor, Natalia Rvachova, Oleh Korkh, Vic Grout
2012 J jnl
Future Internet
John N. Davies, Paul Comerford, Vic Grout
2012 J jnl
Univers. Access Inf. Soc.
Rich Picking, Alexia Robinet, John McGinn, Vic Grout, Roberto Casas, Rubén Blasco Marín
2012 conf
INC
Estelle Ehmann, Nigel Houlden, Vic Grout
2011 J jnl
IEEE Trans. Ind. Electron.
David George Dorrell, Min-Fu Hsieh, Mircea Popescu, Lyndon Evans, David A. Staton, Vic Grout
2011 J jnl
Multim. Tools Appl.
Wanqing Tu, Vic Grout, Peter S. Excell
2010 J jnl
Comput. J.
Rich Picking, Alexia Robinet, Vic Grout, John McGinn, Armando Roy Delgado, Simon Ellis, Denise Oram
2010 conf
AICT
Vic Grout, John N. Davies
2010 conf
PAAMS (Special Sessions and Workshops)
Armando Roy Delgado, Rubén Blasco Marín, Álvaro Marco, Diego Cirujano, Roberto Casas, Armando Roy-Yarza, Vic Grout, Richard Picking
2010 conf
INC
John N. Davies, Vic Grout, Rich Picking
2010 J jnl
Int. J. Ambient Comput. Intell.
Rich Picking, Vic Grout, John McGinn, Jodi Crisp, Helen Grout
2010 conf
INC
Vic Grout, Nigel Houlden
2009 conf
CNSR
Stuart Cunningham, Vic Grout, Bogdan V. Ghita
2009 conf
FMN
Wanqing Tu, Vic Grout
2008 conf
INC
Armando Roy Delgado, Alexia Robinet, Vic Grout, Rich Picking, John McGinn
2008 conf
INC
Vic Grout, Stuart Cunningham, Rich Hebblewhite
2008 conf
INC
Mike Morgan, Vic Grout
2008 conf
INC
John N. Davies, Vic Grout, Rich Picking
2008 conf
INC
Vic Grout, John N. Davies, John McGinn
2008 C conf
ICCHP
Roberto Casas, Rubén Blasco Marín, Alexia Robinet, Armando Roy Delgado, Armando Roy-Yarza, John McGinn, Richard Picking, Vic Grout
2007 conf
International Conference on Internet Computing
Karim Mohammed Rezaul, Vic Grout
2007 J jnl
Comput. Commun.
Vic Grout, John N. Davies, John McGinn
2007 conf
VALUETOOLS
Karim Mohammed Rezaul, Vic Grout
2007 conf
AICT
Karim Mohammed Rezaul, Vic Grout
2007 conf
ICN
Karim Mohammed Rezaul, Vic Grout
2007 B conf
LCN
Karim Mohammed Rezaul, Vic Grout
2007 conf
AICT
Mike Morgan, Vic Grout
2007 J jnl
J. Heuristics
Vic Grout, John McGinn, John N. Davies
2007 conf
HCI (6)
John McGinn, Rich Picking, Liz Picking, Vic Grout
2007 B conf
LCN
Karim Mohammed Rezaul, Vic Grout
2006 C conf
CAINE
Vic Grout, Stuart Cunningham
2006 C conf
CAINE
Vic Grout, Stuart Cunningham
2005 C conf
CAINE
Stuart Cunningham, Vic Grout, Harry Bergen
2005 J jnl
J. Heuristics
Vic Grout
2004 conf
ICWI
Vic Grout, Stuart Cunningham, Denise Oram, Rich Hebblewhite
2003 conf
ICWI
Vic Grout
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;