Randall Bramley

38 papers A* 1A 9B 1C 3Misc 1Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2011 C conf
AICCSA
Wael R. Elwasif, David E. Bernholdt, Samantha S. Foley, Aniruddha G. Shet, Randall Bramley
2011 Misc conf
ICCS
Aniruddha G. Shet, Wael R. Elwasif, Samantha S. Foley, Byung H. Park, David E. Bernholdt, Randall Bramley
2010 conf
ICCSA (2)
Fang Liu, Masha Sosonkina, Randall Bramley
2010 conf
MTAGS@SC
Samantha S. Foley, Wael R. Elwasif, David E. Bernholdt, Aniruddha G. Shet, Randall Bramley
2010 C conf
PDP
Wael R. Elwasif, David E. Bernholdt, Aniruddha G. Shet, Samantha S. Foley, Randall Bramley, Donald B. Batchelor, Lee A. Berry
2009 conf
SpringSim
Fang Liu, Masha Sosonkina, Randall Bramley
2009 conf
PDCCS
Fang Liu, Nanbor Wang, Rooparani Pundaleeka, Randall Bramley
2008 J jnl
Concurr. Comput. Pract. Exp.
Masha Sosonkina, Fang Liu, Randall Bramley
2007 A conf
IPDPS
Fang (Cherry) Liu, Randall Bramley
2006 A conf
SC
Stephen C. Simms, Matt Davy, Bret Hammond, Matthew R. Link, Craig A. Stewart, Randall Bramley, Beth A. Plale, Dennis Gannon, Mu-Hyun Baik, Scott Teige, John C. Huffman, Rick McMullen, Doug Balog, Greg Pike
2006 J jnl
J. Parallel Distributed Comput.
Felipe Bertrand, Randall Bramley, David E. Bernholdt, James Arthur Kohl, Alan Sussman, Jay Walter Larson, Kostadin Damevski
2006 ch.
Parallel Processing for Scientific Computing
Randall Bramley, Robert C. Armstrong, Lois C. McInnes, Matthew J. Sottile
2006 J jnl
J. Chem. Inf. Model.
Randall Bramley, Kenneth Chiu, Tharaka Devadithya, Nisha Gupta, Charles A. Hart, John C. Huffman, Kianosh Huffman, Yu Ma, Donald F. McMullen
2005 conf
CLADE
Yu Ma, Randall Bramley
2005 J jnl
Int. J. High Perform. Comput. Appl.
Felipe Bertrand, Yongquan Yuan, Kenneth Chiu, Randall Bramley
2005 A conf
IPDPS
Felipe Bertrand, Randall Bramley, Alan Sussman, David E. Bernholdt, James Arthur Kohl, Jay Walter Larson, Kostadin Damevski
2004 C conf
HIPS
Felipe Bertrand, Randall Bramley
2003 J jnl
CoRR
Daniel Engh, Shava Smallen, Jerry Gieraltowski, Liang Fang, Robert W. Gardner, Dennis Gannon, Randall Bramley
2003 B conf
CCGRID
Madhusudhan Govindaraju, Sriram Krishnan, Kenneth Chiu, Aleksander Slominski, Dennis Gannon, Randall Bramley
2002 conf
GRID
Lavanya Ramakrishnan, Helen Rehn, Jay Alameda, Rachana Ananthakrishnan, Madhusudhan Govindaraju, Aleksander Slominski, Kay Connelly, Von Welch, Dennis Gannon, Randall Bramley, Shawn D. Hampton
2002 A conf
HPDC
Kenneth Chiu, Madhusudhan Govindaraju, Randall Bramley
2002 J jnl
Clust. Comput.
Dennis Gannon, Randall Bramley, Geoffrey C. Fox, Shava Smallen, Al Rossi, Rachana Ananthakrishnan, Felipe Bertrand, Kenneth Chiu, Matt Farrellee, Madhusudhan Govindaraju, Sriram Krishnan, Lavanya Ramakrishnan, Yogesh Simmhan, Aleksander Slominski, Yu Ma, Caroline Olariu, Nicolas Rey-Cenvaz
2002 J jnl
Sci. Program.
Sriram Krishnan, Randall Bramley, Dennis Gannon, Rachana Ananthakrishnan, Madhusudhan Govindaraju, Aleksander Slominski, Yogesh Simmhan, Jay Alameda, Richard C. Alkire, Timothy O. Drews, Eric Webb
2001 A conf
SC
Sriram Krishnan, Randall Bramley, Dennis Gannon, Madhusudhan Govindaraju, Rahul Indurkar, Aleksander Slominski, Benjamin Temko, Jay Alameda, Richard C. Alkire, Timothy O. Drews, Eric Webb
2001 conf
Euro-Par
Yoichi Muraoka, Randall Bramley, David F. Snelling, Harry A. G. Wijshoff
2000 A conf
HPDC
Randall Bramley, Kenneth Chiu, Shridhar Diwan, Dennis Gannon, Madhusudhan Govindaraju, Nirmal Mukhi, Benjamin Temko, Madhuri Yechuri
2000 A conf
SC
Madhusudhan Govindaraju, Aleksander Slominski, Venkatesh Choppella, Randall Bramley, Dennis Gannon
1999 A conf
HPDC
Juan E. Villacis, Madhusudhan Govindaraju, David Stern, Andrew Whitaker, Fabian Breg, Prafulla Deuskar, Benjamin Temko, Dennis Gannon, Randall Bramley
1999 conf
PP
Randall Bramley, Dennis Gannon, Juan E. Villacis
1997 J jnl
SIAM J. Sci. Comput.
Xiaoge Wang, Kyle A. Gallivan, Randall Bramley
1996 J jnl
SIAM J. Sci. Comput.
Randall Bramley, Beata Winnicka
1995 conf
Rendering Techniques
Gladimir V. G. Baranoski, Randall Bramley, Peter Shirley
1993 J jnl
SIAM J. Sci. Comput.
Sirpa Saarinen, Randall Bramley, George Cybenko
1993 A* conf
ISCA
David J. Kuck, Edward S. Davidson, Duncan H. Lawrie, Ahmed H. Sameh, Chuan-Qi Zhu, Alexander V. Veidenbaum, Jeff Konicek, Pen-Chung Yew, Kyle A. Gallivan, William Jalby, Harry A. G. Wijshoff, Randall Bramley, Ulrike Meier Yang, Perry A. Emrath, David A. Padua, Rudolf Eigenmann, Jay P. Hoeflinger, Greg P. Jaxon, Zhiyuan Li, T. Murphy, John T. Andrews, Stephen W. Turner
1992 J jnl
SIAM J. Sci. Comput.
Randall Bramley, Ahmed H. Sameh
1989 conf
PP
Randall Bramley, Ahmed H. Sameh
1989
Randall Bramley
1988 A conf
ICS
Randall Bramley, Ahmed H. Sameh
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;