Gregory Blanc

Institution:

■ Institut Mines-Telecom

Office:

4A208

Groups:

Associate member of the LINCS

Books And Theses

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Cybersecurity research analysis report for Europe and Japan,
Anna Felkner, Youki Kadobayashi, Marek Janiszewski, Stefano Fantin, José Francisco Ruiz, Adam Kozakiewicz, Gregory Blanc ■,
2021

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Detection of intrusions and malware, and vulnerability assessment : 5th international conference, DIMVA 2018, Saclay, France, June 28-29, 2018, proceedings,
Cristiano Giuffrida, Sébastien Bardin, Gregory Blanc,
2018, France

Articles

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Demo: Towards Reproducible Evaluations of ML-Based IDS Using Data-Driven Approaches,
Solayman Ayoubi ■, Sébastien Tixeuil ■, Gregory Blanc ■, Houda Jmila,
CCS 2024, Salt Lake City, UT, United States

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A Tale of Two Methods: Unveiling the Limitations of GAN and the Rise of Bayesian Networks for Synthetic Network Traffic Generation,
Adrien Schoen, Gregory Blanc ■, Pierre Francois Gimenez, Yufei Han, Frederic Majorczyk, Ludovic Me,
EuroS&P Workshops 2024, Vienna, Austria

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OIPM: Access Control Method to Prevent ID/Session Token Abuse on OpenID Connect,
Junki Yuasa, Taisho Sasada, Christophe Kiennert, Gregory Blanc ■, Yuzo Taenaka, Youki Kadobayashi,
SECRYPT 2024, Dijon, France

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SoK: Federated Learning based Network Intrusion Detection in 5G: Context, State of the Art and Challenges,
Sara Chennoufi, Gregory Blanc ■, Houda Jmila, Christophe Kiennert,
ARES 2024, Vienna, Austria

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A Model-based Approach for Assessing the Security of Cyber-Physical Systems,
Hugo Teixeira De Castro, Ahmed Hussain, Gregory Blanc ■, Jamal El Hachem, Dominique Blouin, Jean Leneutre, Panos Papadimitratos,
ARES 2024, Vienne, Austria

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XAI-driven Adversarial Attacks on Network Intrusion Detectors,
Satoshi Okada, Houda Jmila, Kunio Akashi, Takuho Mitsunaga, Yuji Sekiya, Hideki Takase, Gregory Blanc ■, Hiroshi Nakamura,
EICC 2024, Xanthi, Greece

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DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach,
Shurok Khozam, Gregory Blanc ■, Sébastien Tixeuil ■, Eric Totel,
NetSoft 2024, Saint Louis, MO, United States

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ARTMAN '23: first workshop on recent advances in resilient and trustworthy ML systems in autonomous networks,
Gregory Blanc ■, Takeshi Takahashi, Zonghua Zhang,
ACM SIGSAC Conference on Computer and Communications Security (CCS) 2023, Copenhagen, Denmark

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Survey on intrusion detection systems in 5G,
Sara Chennoufi, Gregory Blanc ■, Houda Jmila, Christophe Kiennert,
Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information (RESSI) 2023, Neuvy-sur-Barangeon, France

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Modélisation et test des ambiguïtés de recouvrement de données pour l'obtention des politiques de ré-assemblage dans les protocoles réseaux,
Lucas Aubard, Johan Mazel, Gilles Guette, Pierre Chifflier, Olivier Levillain, Gregory Blanc ■, Ludovic Mé,
RESSI 2023 - Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2023, Neuvy-sur-Barangeon, France

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ARTMAN '23: First Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks,
Gregory Blanc ■, Takeshi Takahashi, Zonghua Zhang,
CCS 2023

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Data-driven evaluation of intrusion detectors: a methodological framework,
Solayman Ayoubi, Gregory Blanc ■, Houda Jmila, Thomas Silverston, Sébastien Tixeuil ■,
FPS 2022 - 15th International Symposium on Foundations & Practice of Security 2022, Ottawa, ON, Canada

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Towards generic quality assessment of synthetic traffic for evaluating intrusion detection systems,
Adrien Schoen, Gregory Blanc ■, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé,
RESSI 2022 - Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2022, Chambon-sur-Lac, France

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Data-Driven Evaluation of Intrusion Detectors: A Methodological Framework,
Solayman Ayoubi, Gregory Blanc ■, Houda Jmila, Thomas Silverston, Sébastien Tixeuil ■,
FPS 2022

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Generative Deep Learning for Internet of Things Network Traffic Generation,
Mustafizur Shahid, Gregory Blanc ■, Houda Jmila, Zonghua Zhang, Herve Debar,
PRDC 2020, Perth, Australia

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Automated Saturation Mitigation Controlled by Deep Reinforcement Learning,
Elkin Aguas ■, Anthony Lambert, Gregory Blanc ■, Herve Debar,
ICNP 2020, Madrid (online), Spain

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MOOC sécurité des réseaux : un apprentissage massif de la sécurité par la théorie et la pratique,
Olivier Paul, Gregory Blanc, Bruno Carron, Nicolas Charbonnier, Isabelle Chrisment, Jérôme François, Damien Hotz, Philippe Jaillon, Rida Khatoun, Marwan Lazrag, Souha Masmoudi, Maryline Laurent, Christophe Kiennert,
RESSI 2019 Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2019, Erquy, France

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Machine learning for IoT network monitoring,
Mustafizur R Shahid, Gregory Blanc, Zonghua Zhang, Hervé Debar,
RESSI 2019: Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2019, Erquy, France

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Designing Security-Aware Service Requests for NFV-Enabled Networks,
Houda Jmila, Gregory Blanc,
ICCCN 2019, Valencia, Spain

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Optimizing Resource Allocation for Secure SDN-based Virtual Network Migration,
Fabien Charmet, Gregory Blanc, Christophe Kiennert,
NCA 2019, Cambridge, MA, United States

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Anomalous Communications Detection in IoT Networks Using Sparse Autoencoders,
Mustafizur Shahid, Gregory Blanc, Zonghua Zhang, Herve Debar,
NCA 2019, Cambridge, MA, United States

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Siamese Network Based Feature Learning for Improved Intrusion Detection,
Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim El Yacoubi,
ICONIP 2019, Sydney, Australia

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On automatic network environment cloning for facilitating cybersecurity training and testing,
Cuong Pham, Gregory Blanc, Hervé Debar,
RESSI 2018: Rendez-vous de la Recherche et de l’Enseignement de la Sécurité des Systèmes d’Information 2018, La Bresse, France

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Secure migration of virtual SDN topologies,
Fabien Charmet, Gregory Blanc,
RESSI 2018: Rendez-vous de la Recherche et de l’Enseignement de la Sécurité des Systèmes d’Information 2018, La Bresse, France

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IoT Devices Recognition Through Network Traffic Analysis,
Mustafizur Shahid, Gregory Blanc, Zonghua Zhang, Herve Debar,
IEEE BigData 2018, Seattle, United States

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Towards a 5G Security Architecture: Articulating Software-Defined Security and Security as a Service,
Gregory Blanc, Nizar Kheir, Dhouha Ayed, Vincent Lefebvre, Edgardo Montes De Oca, Pascal Bisson,
ARES 2018, Hamburg, Germany

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Network visibility-aware blacklist generation,
Pierre-Edouard Fabre, Jouni Viinikka, Hervé Debar, Gregory Blanc,
ICIMP 2018: 13th International Conference on Internet Monitoring and Protection 2018, Barcelone, Spain

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Multi-Provider Secure Virtual Network Embedding,
Francois Boutigny, Stephane Betge Brezetz, Herve Debar, Gregory Blanc, Antoine Lavignotte, Ion Popescu,
NTMS 2018, Paris, France

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Adaptive Policy-driven Attack Mitigation in SDN,
Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Khalifa Toumi, Herve Debar,
XDOMO@EuroSys 2017, Belgrade, Serbia

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NECOMA - Nippon-European Cyberdefense-Oriented Multilayer Analysis,
Gregory Blanc, Dawid Machnicki, Rodrigo Diaz Rodriguez, Adam Kozakiewicz, Youki Kadobayashi, Rishikesh Sahay, Pawel Pawlinski,
EPS 2017, Porto, Portugal

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Preserving confidentiality during the migration of virtual SDN topologies: A formal approach,
Fabien Charmet, Richard Waldinger, Gregory Blanc, Christophe Kiennert, Khalifa Toumi,
NCA 2017, Cambridge, United States

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Usage Control Policy Enforcement in SDN-Based Clouds: A Dynamic Availability Service Use Case,
Khalifa Toumi, Muhammad Sabir Idrees, Fabien Charmet, Reda Yaich, Gregory Blanc,
HPCC/SmartCity/DSS 2016, Sydney, Australia

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Hybrid Risk Assessment Model Based on Bayesian Networks,
Francois Xavier Aguessy, Olivier Bettan, Gregory Blanc, Vania Conan, Herve Debar,
IWSEC 2016, Tokyo, Japan

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ML: DDoS Damage Control with MPLS,
Pierre Edouard Fabre, Herve Debar, Jouni Viinikka, Gregory Blanc,
NordSec 2016, Oulu, Finland

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Bayesian Attack Model for Dynamic Risk Assessment,
Francois Xavier Aguessy, Olivier Bettan, Gregory Blanc, Vania Conan, Herve Debar,
CoRR 2016

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AJNA : anti-phishing JS-based visual analysis, to mitigate users' excessive trust in SSL/TLS,
Pernelle Mensah, Gregory Blanc, Kazuya Okada, Daisuke Miyamoto, Youki Kadobayashi,
BADGERS 2015 : 4th International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security 2015, Kyoto, Japan

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Automated classification of C&C connections through malware URL clustering,
Nizar Kheir, Gregory Blanc, Hervé Debar, Joaquin Garcia-Alfaro, Dingqi Yang,
2015 SEC : 30th IFIP International Conference on ICT Systems Security and Privacy Protection 2015, Hamburg, Germany

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Eye Can Tell: On the Correlation Between Eye Movement and Phishing Identification,
Daisuke Miyamoto, Gregory Blanc, Youki Kadobayashi,
ICONIP 2015, Istanbul, Türkiye

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Towards autonomic DDoS mitigation using Software Defined Networking,
Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Hervé Debar,
SENT 2015 : NDSS Workshop on Security of Emerging Networking Technologies 2015, San Diego, Ca, United States

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AJNA: Anti-phishing JS-based Visual Analysis, to Mitigate Users' Excessive Trust in SSL/TLS,
Pernelle Mensah, Gregory Blanc, Kazuya Okada, Daisuke Miyamoto, Youki Kadobayashi,
BADGERS@RAID 2015

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Automated Classification of C&C Connections Through Malware URL Clustering,
Nizar Kheir, Gregory Blanc, Herve Debar, Joaquin Garcia-Alfaro, Dingqi Yang,
SEC 2015

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Classification of SSL Servers based on their SSL Handshake for Automated Security Assessment,
Sirikarn Pukkawanna, Gregory Blanc, Joaquin Garcia-Alfaro, Youki Kadobayashi, Herve Debar,
BADGERS@ESORICS 2014, Wroclaw, Poland

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EyeBit: Eye-Tracking Approach for Enforcing Phishing Prevention Habits,
Daisuke Miyamoto, Takuji Iimura, Gregory Blanc, Hajime Tazaki, Youki Kadobayashi,
BADGERS@ESORICS 2014, Wroclaw, Poland

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A Trusted Knowledge Management System for Multi-layer Threat Analysis,
Thanasis Petsas, Kazuya Okada, Hajime Tazaki, Gregory Blanc, Pawel Pawlinski,
TRUST 2014, Heraklion, Greece

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Policy Enforcement Point Model,
Yosra Ben Mustapha, Herve Debar, Gregory Blanc,
SecureComm 2014, Beijing, China

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Combining Technical and Financial Impacts for Countermeasure Selection,
Gustavo Gonzalez Granadillo, Christophe Ponchel, Gregory Blanc, Herve Debar,
AIDP 2014, Marrakesh, Morocco

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Attribute-Based Mining Process for the Organization-Based Access Control Model,
Ahmad Samer Wazan, Gregory Blanc, Herve Debar, Joaquin Garcia-Alfaro,
TrustCom/ISPA/IUCC 2013, Melbourne, Australia

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Characterizing Obfuscated JavaScript Using Abstract Syntax Trees: Experimenting with Malicious Scripts,
Gregory Blanc, Daisuke Miyamoto, Mitsuaki Akiyama, Youki Kadobayashi,
AINA Workshops 2012

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Enabling secure multitenancy in cloud computing: Challenges and approaches,
Takeshi Takahashi, Gregory Blanc, Youki Kadobayashi, Doudou Fall, Hiroaki Hazeyama, Shinichiro Matsuo,
BCFIC 2012

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Term-Rewriting Deobfuscation for Static Client-Side Scripting Malware Detection,
Gregory Blanc, Ruo Ando, Youki Kadobayashi,
NTMS 2011

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Trust-Based VoIP Spam Detection Based on Call Duration and Human Relationships,
Noppawat Chaisamran, Takeshi Okuda, Gregory Blanc, Suguru Yamaguchi,
SAINT 2011

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Towards revealing JavaScript program intents using abstract interpretation,
Gregory Blanc, Youki Kadobayashi,
AINTEC 2010

Journal articles

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FlowChronicle: Synthetic Network Flow Generation through Pattern Set Mining,
Joscha Cuppers, Adrien Schoen, Gregory Blanc ■, Pierre Francois Gimenez,
PACMNET 2024, Los Angeles (CA), United States

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Interactions between artificial intelligence and cybersecurity to protect future networks,
Gregory Blanc ■, Yang Liu, Rongxing Lu, Takeshi Takahashi, Zonghua Zhang,
Annals of Telecommunications - annales des télécommunications 2022

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Explainable artificial intelligence for cybersecurity: a literature survey,
Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre Francois Gimenez, Yufei Han, Houda Jmila, Gregory Blanc ■, Takeshi Takahashi, Zonghua Zhang,
Annals of Telecommunications - annales des télécommunications 2022

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A Survey of Smart Home IoT Device Classification Using Machine Learning-Based Network Traffic Analysis,
Houda Jmila, Gregory Blanc ■, Mustafizur Shahid, Marwan Lazrag,
IEEE Access 2022

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Towards security-Aware 5G slice embedding,
Houda Jmila, Gregory Blanc ■,
Computers & Security 2021

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Solving security constraints for 5G slice embedding: A proof-of-concept,
Francois Boutigny, Stephane Betge Brezetz, Gregory Blanc ■, Antoine Lavignotte, Herve Debar, Houda Jmila,
Computers & Security 2020

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An Empirical Approach to Phishing Countermeasures Through Smart Glasses and Validation Agents,
Jema David Ndibwile, Edith Talina Luhanga, Doudou Fall, Daisuke Miyamoto, Gregory Blanc, Youki Kadobayashi,
IEEE Access 2019

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ArOMA: An SDN based autonomic DDoS mitigation framework,
Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Herve Debar,
Computers & Security 2017

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A Step towards Static Script Malware Abstraction: Rewriting Obfuscated Script with Maude,
Gregory Blanc, Youki Kadobayashi,
IEICE Trans. Inf. Syst. 2011

Posters

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Evaluation Framework for ML-based IDS,
Solayman Ayoubi ■, Gregory Blanc ■, Houda Jmila, Sébastien Tixeuil ■, Thomas Silverston,
RESSI 2023 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2023, Neuvy-sur-Barangeon, France

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GRIFIN: cognitive and programmable security for resilient next-generation networks,
Gregory Blanc ■, Thomas Silverston, Sébastien Tixeuil ■,
RESSI 2022 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2022, Chambon-sur-Lac, France

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VARIoT: vulnerability and attack repository for IoT,
Gregory Blanc ■,
RESSI 2020 - Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2020, En ligne, France

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Towards network resiliency with AI driven automated load sharing in content delivery environments,
Elkin Aguas ■, Anthony Lambert, Hervé Debar, Gregory Blanc ■,
RESSI 2020 - Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2020, En Ligne, France

Editorships

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Proceedings of the 2023 Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks, ARTMAN 2023, Copenhagen, Denmark, 30 November 2023,
Gregory Blanc ■, Takeshi Takahashi, Zonghua Zhang,
ARTMAN 2023

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Information and Communications Security - 20th International Conference, ICICS 2018, Lille, France, October 29-31, 2018, Proceedings,
David Naccache, Shouhuai Xu, Sihan Qing, Pierangela Samarati, Gregory Blanc, Rongxing Lu, Zonghua Zhang, Ahmed Meddahi,
['ICICS', 'Lecture Notes in Computer Science'] 2018

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Detection of Intrusions and Malware, and Vulnerability Assessment - 15th International Conference, DIMVA 2018, Saclay, France, June 28-29, 2018, Proceedings,
Cristiano Giuffrida, Sebastien Bardin, Gregory Blanc,
['DIMVA', 'Lecture Notes in Computer Science'] 2018

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Research in Attacks, Intrusions, and Defenses - 19th International Symposium, RAID 2016, Paris, France, September 19-21, 2016, Proceedings,
Fabian Monrose, Marc Dacier, Gregory Blanc, Joaquin Garcia-Alfaro,
['RAID', 'Lecture Notes in Computer Science'] 2016

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Research in Attacks, Intrusions, and Defenses - 18th International Symposium, RAID 2015, Kyoto, Japan, November 2-4, 2015, Proceedings,
Herbert Bos, Fabian Monrose, Gregory Blanc,
['RAID', 'Lecture Notes in Computer Science'] 2015

Miscs

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ARTMAN '23: proceedings of the 2023 Workshop on recent advances in resilient and trustworthy ML systems in autonomous networks,
Gregory Blanc ■, Takeshi Takahashi, Zonghua Zhang,
2023

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REWIRE -Cybersecurity skills alliance: a new vision for Europe,
Matthews Jose, Rémi Badonnel, Thibault Cholez, Hervé Debar, Olivier Levillain, Gregory Blanc ■,
2023

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Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense),
Alexandre Dey, Benjamin Costé, Éric Totel, Adrien Bécue, Elkin Aguas ■, Anthony Lambert, Gregory Blanc ■, Hervé Debar, Yannick Chevalier, Amine Medad, Baptiste Gregorutti, Edouard Genetay, Alexandre Peter Nguema, Grégoire Menguy, Sébastien Bardin, Richard Bonichon, Cauim De De Souza Lima, Rémy Charayron, Thierry Lefèvre, Nathalie Bartoli, Joseph Morlier, Zakaria Chihani, Bruno Carron, Stephan Brunessaux, Léonard Caquot, Tristan Charrier, Badre El Bezzaz Semlali, Oudomsack Pierre Pasquero, Alexis Bazin, Pierre-Elisée Flory, Katarzyna Kapusta ■, Oana Stan, Vincent Thouvenot, Karel Hynek, Romain Ferrari, Aymen Boudguiga, Renaud Sirdey, Alice Héliou, Thomas Cejka, Daria La Rocca, Martin Zuber, George Vardoulias, Ioannis Papaioannou, Andreas Vekinis, Georgia Papadopoulou, Marc Vincent, Amal El Fallah-Seghrouchni, Vincent Corruble, Narayan Bernardin, Rami Kassab, Frédéric Barbaresco, Karim Tit, Teddy Furon, Mathias Rousset, Louis-Marie Traonouez, Pierre-Yves Lagrave, Vincent Vidal, Marie-Caroline Corbineau, Tugdual Ceillier, Aleksei Iancheruk, Ahmed Allali, Julien Rodriguez, Tejas Bhor, Ricardo Garcia, Jean-Eudes Guilhot-Gaudeffroy, Robert Plana,
CAID 2021 (Conference on Artificial Intelligence for Defense) 2021

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Information and Communications Security,
David Naccache, Shouhuai Xu, Sihan Qing, Pierangela Samarati, Gregory Blanc, Rongxing Lu, Zonghua Zhang, Ahmed Meddahi,
2018

Generated using minifold and minifold-lincs at 2025-03-31 17:01.