Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining Methodology. - Olivier Thonnard; Marc Dacier (ICDM Workshops, 2008)

Automating the Analysis of Honeypot Data (Extended Abstract). - Olivier Thonnard; Jouni Viinikka; Corrado Leita; Marc Dacier (RAID, 2008)

A framework for attack patterns' discovery in honeynet data. - Olivier Thonnard; Marc Dacier (Digit. Investig., 2008)

The WOMBAT Attack Attribution Method: Some Results. - Marc Dacier; Van-Hau Pham; Olivier Thonnard (ICISS, 2009)

Addressing the attack attribution problem using knowledge discovery and multi-criteria fuzzy decision-making. - Olivier Thonnard; Wim Mees; Marc Dacier (KDD Workshop on CyberSecurity and Intelligence Informatics, 2009)

An Experimental Study of Diversity with Off-the-Shelf AntiVirus Engines. - Ilir Gashi; Vladimir Stankovic 002; Corrado Leita; Olivier Thonnard (NCA, 2009)

An Analysis of Rogue AV Campaigns. - Marco Cova; Corrado Leita; Olivier Thonnard; Angelos D. Keromytis; Marc Dacier (RAID, 2010)

On a multicriteria clustering approach for attack attribution. - Olivier Thonnard; Wim Mees; Marc Dacier (SIGKDD Explor., 2010)

Vers un regroupement multicritères comme outil d'aide à l'attribution d'attaque dans le cyber-espace. (A multi-criteria clustering approach to support attack attribution in cyberspace). - Olivier Thonnard (2010)

Assessing Cybercrime Through the Eyes of the WOMBAT. - Marc Dacier; Corrado Leita; Olivier Thonnard; Hau-Van Pham; Engin Kirda (Cyber Situational Awareness, 2010)

A strategic analysis of spam botnets operations. - Olivier Thonnard; Marc Dacier (CEAS, 2011)

Industrial Espionage and Targeted Attacks: Understanding the Characteristics of an Escalating Threat. - Olivier Thonnard; Leyla Bilge; Gavin O'Gorman; Seán Kiernan; Martin Lee (RAID, 2012)

VisTracer: a visual analytics tool to investigate routing anomalies in traceroutes. - Fabian Fischer 001; Johannes Fuchs 001; Pierre-Antoine Vervier; Florian Mansmann; Olivier Thonnard (VizSEC, 2012)

Visual spam campaigns analysis using abstract graphs representation. - Orestis Tsigkas; Olivier Thonnard; Dimitrios Tzovaras (VizSEC, 2012)

Visual analytics for BGP monitoring and prefix hijacking identification. - Ernst W. Biersack; Quentin Jacquemart; Fabian Fischer 001; Johannes Fuchs 001; Olivier Thonnard; Georgios Theodoridis; Dimitrios Tzovaras; Pierre-Antoine Vervier (IEEE Netw., 2012)

SpamTracer: How stealthy are spammers? - Pierre-Antoine Vervier; Olivier Thonnard (INFOCOM, 2013)

Building k-nn graphs from large text data. - Thibault Debatty; Pietro Michiardi; Olivier Thonnard; Wim Mees (IEEE BigData, 2014)

MR-TRIAGE: Scalable multi-criteria clustering for big data security intelligence applications. - Yun Shen; Olivier Thonnard (IEEE BigData, 2014)

Determining the k in k-means with MapReduce. - Thibault Debatty; Pietro Michiardi; Wim Mees; Olivier Thonnard (EDBT/ICDT Workshops, 2014)

Malicious BGP hijacks: Appearances can be deceiving. - Pierre-Antoine Vervier; Quentin Jacquemart; Johann Schlamp; Olivier Thonnard; Georg Carle; Guillaume Urvoy-Keller; Ernst W. Biersack; Marc Dacier (ICC, 2014)

Scalable Graph Building from Text Data. - Thibault Debatty; Pietro Michiardi; Olivier Thonnard; Wim Mees (BigMine, 2014)

A Visual Analytics Field Experiment to Evaluate Alternative Visualizations for Cyber Security Applications. - Fabian Fischer 001; James Davey; Johannes Fuchs 001; Olivier Thonnard; Jörn Kohlhammer; Daniel A. Keim (EuroVA@EuroVis, 2014)

Visual Analysis of Sets of Heterogeneous Matrices Using Projection-Based Distance Functions and Semantic Zoom. - Michael Behrisch 001; James Davey; Fabian Fischer 001; Olivier Thonnard; Tobias Schreck; Daniel A. Keim; Jörn Kohlhammer (Comput. Graph. Forum, 2014)

That Ain't You: Detecting Spearphishing Emails Before They Are Sent. - Gianluca Stringhini; Olivier Thonnard (CoRR, 2014)

Inside the SCAM Jungle: A Closer Look at 419 Scam Email Operations. - Jelena Isacenkova; Olivier Thonnard; Andrei Costin; Aurélien Francillon; Davide Balzarotti (EURASIP J. Inf. Secur., 2014)

That Ain't You: Blocking Spearphishing Through Behavioral Modelling. - Gianluca Stringhini; Olivier Thonnard (DIMVA, 2015)

Are You at Risk? Profiling Organizations and Individuals Subject to Targeted Attacks. - Olivier Thonnard; Leyla Bilge; Anand Kashyap; Martin Lee (Financial Cryptography, 2015)

Mind Your Blocks: On the Stealthiness of Malicious BGP Hijacks. - Pierre-Antoine Vervier; Olivier Thonnard; Marc Dacier (NDSS, 2015)

An Application of Unsupervised Fraud Detection to Passenger Name Records. - Remi Domingues; Francesco Buonora; Romain Senesi; Olivier Thonnard (DSN Workshops, 2016)

Introduction to RSDA 2016. - Antonio Pecchia; Olivier Thonnard (DSN Workshops, 2016)

Spammers operations: a multifaceted strategic analysis. - Olivier Thonnard; Pierre-Antoine Vervier; Marc Dacier (Secur. Commun. Networks, 2016)

A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. - Phong H. Nguyen; Cagatay Turkay; Gennady L. Andrienko; Natalia V. Andrienko; Olivier Thonnard (EuroVA@EuroVis, 2017)

Using Diverse Detectors for Detecting Malicious Web Scraping Activity. - Pedro Marques; Zayani Dabbabi; Miruna-Mihaela Mironescu; Olivier Thonnard; Frances V. Buontempo; Ilir Gashi; Alysson Bessani (DSN Workshops, 2018)

Detecting Malicious Web Scraping Activity: A Study with Diverse Detectors. - Pedro Marques; Zayani Dabbabi; Miruna-Mihaela Mironescu; Olivier Thonnard; Alysson Bessani; Frances V. Buontempo; Ilir Gashi (PRDC, 2018)

User Behavior Map: Visual Exploration for Cyber Security Session Data. - Siming Chen 001; Shuai Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Phong H. Nguyen; Cagatay Turkay; Olivier Thonnard; Xiaoru Yuan (VizSEC, 2018)

System Misuse Detection Via Informed Behavior Clustering and Modeling. - Linara Adilova; Livin Natious; Siming Chen 001; Olivier Thonnard; Michael Kamp (DSN Workshops, 2019)

Understanding User Behaviour through Action Sequences: From the Usual to the Unusual. - Phong H. Nguyen; Cagatay Turkay; Gennady L. Andrienko; Natalia V. Andrienko; Olivier Thonnard; Jihane Zouaoui (IEEE Trans. Vis. Comput. Graph., 2019)

Botnet Sizes: When Maths Meet Myths. - Elisa Chiapponi; Marc Dacier; Massimiliano Todisco; Onur Catakoglu; Olivier Thonnard (ICSOC Workshops, 2020)

LDA Ensembles for Interactive Exploration and Categorization of Behaviors. - Siming Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Linara Adilova; Jérémie Barlet; Jörg Kindermann; Phong H. Nguyen; Olivier Thonnard; Cagatay Turkay (IEEE Trans. Vis. Comput. Graph., 2020)

VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. - Phong H. Nguyen; Rafael Henkin; Siming Chen 001; Natalia V. Andrienko; Gennady L. Andrienko; Olivier Thonnard; Cagatay Turkay (IEEE Trans. Vis. Comput. Graph., 2020)

An industrial perspective on web scraping characteristics and open issues. - Elisa Chiapponi; Marc Dacier; Olivier Thonnard; Mohamed Fangar; Mattias Mattsson; Vincent Rigal (DSN (Supplements), 2022)

BADPASS: Bots Taking ADvantage of Proxy as a Service. - Elisa Chiapponi; Marc Dacier; Olivier Thonnard; Mohamed Fangar; Vincent Rigal (ISPEC, 2022)

Inside Residential IP Proxies: Lessons Learned from Large Measurement Campaigns. - Elisa Chiapponi; Marc Dacier; Olivier Thonnard (EuroS&P Workshops, 2023)

Poster: The Impact of the Client Environment on Residential IP Proxies Detection. - Elisa Chiapponi; Marc Dacier; Olivier Thonnard (IMC, 2023)

Towards Detecting and Geolocalizing Web Scrapers with Round Trip Time Measurements. - Elisa Chiapponi; Marc Dacier; Olivier Thonnard (TMA, 2023)

When Features Gets Exploited: Functional Abuse and the Future of Industrial Fraud Prevention. - Elisa Chiapponi; Umberto Fontana; Elyssa Boulila; Claudio Costanza; Vincent Rigal; Olivier Thonnard (DSN-S, 2025)

Detecting Scrapers on E-commerce Websites Using a Reduced Feature Set. - Umberto Fontana; Elisa Chiapponi; Claudio Costanza; Vincent Rigal; Olivier Thonnard; Martynas Buozis; Hervé Debar (DSN-S, 2025)