Catherine Prigent

39 papers C 13Journal 25Unranked 1
YearRankTypeTitle / Venue / Authors
2022 C conf
IGARSS
Magdalena D. Anguelova, Emmanuel P. Dinnat, Lise Kilic, Michael H. Bettenhausen, Stephen J. English, Catherine Prigent, Thomas Meissner, Jacqueline Boutin, Stuart Newman, Ben Johnson, Simon Yueh, Masahiro Kazumori, Fuzhong Weng, Ad Stoffelen, Christophe Accadia
2022 C conf
IGARSS
Frédéric Frappart, Cassandra Normandin, Fabien Blarel, S. Biancamaria, E. Bertrand, L. Ganelon, L. Coulon, Bertrand Lubac, Vincent Marieu, Binh Pham-Duc, Catherine Prigent, Filipe Aires, Luc Bourrel
2021 J jnl
Remote. Sens.
Samuel Favrichon, Catherine Prigent, Carlos Jiménez
2021 J jnl
IEEE Trans. Geosci. Remote. Sens.
Victoria Sol Galligani, Die Wang, Paola Belén Corrales, Catherine Prigent
2021 C conf
IGARSS
Clément Soriot, Catherine Prigent, Frédéric Frappart, Lise Kilic, Carlos Jimenez, Fabien Blarel
2021 C conf
IGARSS
Frédéric Frappart, Fabien Blarel, Zacharie Aoulad Lafkih, Catherine Prigent, Eric Mougin, Fabrice Papa, Philippe Paillou, Mehrez Zribi, Cassandra Normandin, Pierre Zeiger, José Darrozes, Luc Bourrel, Christophe Moisy, Jean-Pierre Wigneron
2021 C conf
IGARSS
Emma Bousquet, Arnaud Mialon, Nemesio Rodriguez-Fernandez, Catherine Prigent, Fabien Hubert Wagner, Yann H. Kerr
2021 C conf
IGARSS
Samuel Favrichon, Catherine Prigent, Carlos Jiménez
2020 J jnl
IEEE Trans. Geosci. Remote. Sens.
S. Joseph Munchak, Sarah E. Ringerud, Ludovic Brucker, Yalei You, Iris de Gélis, Catherine Prigent
2020 J jnl
Remote. Sens.
Xiaoni Wang, Catherine Prigent
2020 J jnl
Remote. Sens.
Lise Kilic, Catherine Prigent, Filipe Aires, Georg C. Heygster, Victor Pellet, Carlos Jiménez
2020 J jnl
Remote. Sens.
Catherine Prigent, Lise Kilic, Filipe Aires, Victor Pellet, Carlos Jiménez
2020 J jnl
Remote. Sens.
Filipe Aires, Jean-Philippe Venot, Sylvain Massuel, Nicolas Gratiot, Binh Pham-Duc, Catherine Prigent
2019 J jnl
Remote. Sens.
Daniele Ciani, Rosalia Santoleri, Gian Luigi Liberti, Catherine Prigent, Craig Donlon, Bruno Buongiorno Nardelli
2019 J jnl
Remote. Sens.
Nemesio Rodriguez-Fernandez, Patricia de Rosnay, Clément Albergel, Philippe Richaume, Filipe Aires, Catherine Prigent, Yann Kerr
2019 J jnl
Remote. Sens.
Kevin Pearson, Simon Good, Christopher J. Merchant, Catherine Prigent, Owen Embury, Craig Donlon
2018 C conf
IGARSS
Nemesio J. Rodríguez-Fernández, Patricia de Rosnay, Clément Albergel, Filipe Aires, Catherine Prigent, Philippe Richaume, Yann H. Kerr, Matthias Drusch
2018 J jnl
Int. J. Appl. Earth Obs. Geoinformation
Melanie Becker, Fabrice Papa, Frédéric Frappart, Douglas E. Alsdorf, Stéphane Calmant, Joecila Santos da Silva, Catherine Prigent, Frédérique Seyler
2017 J jnl
IEEE Access
Die Wang, Catherine Prigent, Filipe Aires, Carlos Jiménez
2017 C conf
IGARSS
Nemesio J. Rodríguez-Fernández, Philippe Richaume, Yann H. Kerr, Filipe Aires, Catherine Prigent, Jean-Pierre Wigneron
2017 J jnl
Remote. Sens.
Gerhard Ehret, Philippe Bousquet, Clémence Pierangelo, Matthias Alpers, Bruno Millet, James B. Abshire, Heinrich Bovensmann, John P. Burrows, Frédéric Chevallier, Philippe Ciais, Cyril Crevoisier, Andreas Fix, Pierre H. Flamant, Christian Frankenberg, Fabien Gibert, Birgit Heim, Martin Heimann, Sander Houweling, Hans W. Hubberten, Patrick Jöckel, Kathy S. Law, Alexander Löw, Julia Marshall, Anna Agustì-Parareda, Sébastien Payan, Catherine Prigent, Patrick Rairoux, Torsten Sachs, Marko Scholze, Martin Wirth
2017 C conf
IGARSS
Seyed Hamed Alemohammad, Jana Kolassa, Catherine Prigent, Filipe Aires, Pierre Gentine
2017 C conf
IGARSS
Seyed Hamed Alemohammad, Jana Kolassa, Catherine Prigent, Filipe Aires, Pierre Gentine
2015 J jnl
IEEE Trans. Geosci. Remote. Sens.
Catherine Prigent, Filipe Aires, Carlos Jiménez, Fabrice Papa, Jack Roger
2015 J jnl
IEEE Trans. Geosci. Remote. Sens.
Nemesio Rodriguez-Fernandez, Filipe Aires, Philippe Richaume, Yann H. Kerr, Catherine Prigent, Jana Kolassa, François Cabot, Carlos Jiménez, Ali Mahmoodi, Matthias Drusch
2015 J jnl
Remote. Sens.
Frédéric Frappart, Fabrice Papa, Yoann Malbéteau, Juan Gabriel León, Guillaume Ramillien, Catherine Prigent, Lucía Seoane, Frédérique Seyler, Stéphane Calmant
2014 J jnl
IEEE Trans. Geosci. Remote. Sens.
Yudong Tian, Christa D. Peters-Lidard, Kenneth W. Harrison, Catherine Prigent, Hamidreza Norouzi, Filipe Aires, Sid-Ahmed Boukabara, Fumie A. Furuzawa, Hirohiko Masunaga
2014 C conf
IGARSS
Nemesio Rodriguez-Fernandez, Philippe Richaume, Filipe Aires, Catherine Prigent, Yann Kerr, Jana Kolassa, Carlos Jiménez, François Cabot, Ali Mahmoodi
2013 J jnl
IEEE Trans. Geosci. Remote. Sens.
Ralph Ferraro, Christa D. Peters-Lidard, Cecilia Hernández, F. Joseph Turk, Filipe Aires, Catherine Prigent, Xin Lin, Sid-Ahmed Boukabara, Fumie A. Furuzawa, Kaushik Gopalan, Kenneth W. Harrison, Fatima Karbou, Li Li, Chuntao Liu, Hirohiko Masunaga, Leslie Moy, Sarah E. Ringerud, Gail M. Skofronick-Jackson, Yudong Tian, Nai-Yu Wang
2009 conf
IGARSS (3)
Janet Charlton, Stefan Buehler, Eric Defer, Catherine Prigent, Brian Moyna, Clare Lee, Peter de Maagt, Ville Kangas
2008 J jnl
IEEE Trans. Geosci. Remote. Sens.
Catherine Prigent, Elodie Jaumouillé, Frédéric Chevallier, Filipe Aires
2008 J jnl
IEEE Trans. Geosci. Remote. Sens.
Catherine Prigent, Fuzhong Weng, Norman C. Grody
2007 J jnl
IEEE Trans. Geosci. Remote. Sens.
Mario Mech, Susanne Crewell, Ingo Meirold-Mautner, Catherine Prigent, Jean-Pierre Chaboureau
2005 J jnl
IEEE Geosci. Remote. Sens. Lett.
Fatima Karbou, Catherine Prigent
2005 J jnl
IEEE Trans. Geosci. Remote. Sens.
Fatima Karbou, Catherine Prigent, Laurence Eymard, Juan R. Pardo
2004 J jnl
Neural Comput.
Filipe Aires, Catherine Prigent, William B. Rossow
2003 C conf
IGARSS
Fatima Karbou, Laurence Eymard, Catherine Prigent, Juan R. Pardo
2003 C conf
IGARSS
Emmanuel Cordisco, Catherine Prigent, Filipe Aires
2000 J jnl
IEEE Trans. Geosci. Remote. Sens.
Catherine Prigent, Jean-Pierre Wigneron, William B. Rossow, Juan R. Pardo-Carrion
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;