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Gregory BLANC

Ma√ģtre de Conf√©rences
SCN

Gregory.blanc[@-Code to remove to avoid SPAM-]telecom-sudparis.eu

Article dans une revue

2022

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Gregory Blanc, Yang Liu, Rongxing Lu, Takeshi Takahashi, Zonghua Zhang. Interactions between artificial intelligence and cybersecurity to protect future networks. Annals of Telecommunications - annales des t√©l√©communications, 2022, 77 (11-12), pp.727-729. ⟨10.1007/s12243-022-00935-6⟩. ⟨hal-04164335⟩
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https://hal.science/hal-04164335/file/s12243-022-00935-6.pdf BibTex
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Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre-Fran√ßois Gimenez, Yufei Han, et al.. Explainable artificial intelligence for cybersecurity: a literature survey. Annals of Telecommunications - annales des t√©l√©communications, 2022, 77 (11-12), pp.789-812. ⟨10.1007/s12243-022-00926-7⟩. ⟨hal-03965590⟩
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https://hal.science/hal-03965590/file/s12243-022-00926-7.pdf BibTex
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Houda Jmila, Gregory Blanc, Mustafizur Rahman Shahid, Marwan Lazrag. A survey of smart home IOT device classification using machine learning-based network traffic analysis. IEEE Access, 2022, 10, pp.97117-97141. ⟨10.1109/ACCESS.2022.3205023⟩. ⟨hal-03787447⟩
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https://hal.science/hal-03787447/file/A_Survey_of_Smart_Home_IoT_Device_Classification_Using_Machine_Learning-Based_Network_Traffic_Analysis_.pdf BibTex

2021

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Houda Jmila, Gregory Blanc. Towards security-aware 5G slice embedding. Computers & Security, 2021, 100, pp.102075:1-102075:18. ⟨10.1016/j.cose.2020.102075⟩. ⟨hal-03123977⟩
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https://hal.science/hal-03123977/file/S0167404820303485.pdf BibTex

2020

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Fran√ßois Boutigny, St√©phane Betg√©-Brezetz, Gregory Blanc, Antoine Lavignotte, Herv√© Debar, et al.. Solving security constraints for 5G slice embedding: a proof-of-concept. Computers & Security, 2020, 89, pp.101662-1 - 101662-18. ⟨10.1016/j.cose.2019.101662⟩. ⟨hal-02387073⟩
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https://hal.science/hal-02387073/file/COSE-D-19-00632R1-preprint.pdf BibTex

2019

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Jema David Ndibwile, Edith Talina Luhanga, Doudou Fall, Daisuke Miyamoto, Gregory Blanc, et al.. An empirical approach to phishing countermeasures through smart glasses and validation agents. IEEE Access, 2019, 7, pp.130758-130771. ⟨10.1109/access.2019.2940669⟩. ⟨hal-02438600⟩
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https://hal.science/hal-02438600/file/08830416.pdf BibTex

2017

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Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Herv√© Debar. ArOMA: an SDN based autonomic DDoS mitigation framework. Computers & Security, 2017, 70, pp.482 - 499. ⟨10.1016/j.cose.2017.07.008⟩. ⟨hal-01648031⟩
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Communication dans un congrès

2023

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Lucas Aubard, Johan Mazel, Gilles Guette, Pierre Chifflier, Olivier Levillain, et al.. Mod√©lisation et test des ambigu√Įt√©s de recouvrement de donn√©es pour l'obtention des politiques de r√©-assemblage dans les protocoles r√©seaux. RESSI 2023 - Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, May 2023, Neuvy-sur-Barangeon, France. pp.1-3. ⟨hal-04165396⟩
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https://hal.science/hal-04165396/file/paper.pdf BibTex
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Gregory Blanc, Takeshi Takahashi, Zonghua Zhang. ARTMAN '23: first workshop on recent advances in resilient and trustworthy ML systems in autonomous networks. ACM SIGSAC Conference on Computer and Communications Security (CCS), ACM, Nov 2023, Copenhagen, Denmark. pp.3662-3663, ⟨10.1145/3576915.3624027⟩. ⟨hal-04325353⟩
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Sara Chennoufi, Gregory Blanc, Houda Jmila, Christophe Kiennert. Survey on intrusion detection systems in 5G. Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information (RESSI), LIFO, May 2023, Neuvy-sur-Barangeon, France. ⟨hal-04164470⟩
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https://hal.science/hal-04164470/file/Survey_on_intrusion_detection_systems_in_5G_.pdf BibTex

2022

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Solayman Ayoubi, Gregory Blanc, Houda Jmila, Thomas Silverston, S√©bastien Tixeuil. Data-driven evaluation of¬†intrusion detectors: a methodological framework. FPS 2022 - 15th International Symposium on Foundations & Practice of Security, Dec 2022, Ottawa, ON, Canada. pp.142-157, ⟨10.1007/978-3-031-30122-3_9⟩. ⟨hal-04055085⟩
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https://hal.science/hal-04055085/file/Data_driven_evaluation_of_intrusion_detectors___a_taxonomy___FPS2022.pdf BibTex
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Adrien Schoen, Gregory Blanc, Pierre-Fran√ßois Gimenez, Yufei Han, Fr√©d√©ric Majorczyk, et al.. Towards generic quality assessment of synthetic traffic for evaluating intrusion detection systems. RESSI 2022 - Rendez-Vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, May 2022, Chambon-sur-Lac, France. pp.1-3. ⟨hal-03675359⟩
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https://hal.science/hal-03675359/file/tmp13_94k46_HowToEvaluateNetworkTrafficGeneration.pdf BibTex

2020

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Elkin Aguas, Anthony Lambert, Gregory Blanc, Herv√© Debar. Automated saturation mitigation controlled by deep reinforcement learning. ICNP 2020: IEEE 28th International Conference on Network Protocols, Oct 2020, Madrid (online), Spain. pp.1-6, ⟨10.1109/ICNP49622.2020.9259356⟩. ⟨hal-03124039⟩
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Mustafizur Rahman Shahid, Gregory Blanc, Houda Jmila, Zonghua Zhang, Herv√© Debar. Generative Deep Learning for Internet of Things Network Traffic Generation. 2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing (PRDC), Dec 2020, Perth, Australia. pp.70-79, ⟨10.1109/PRDC50213.2020.00018⟩. ⟨hal-03127899⟩
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https://hal.science/hal-03127899/file/Generative_Deep_Learning_for_Internet_of_Things_Network_Traffic_Generation.pdf BibTex

2019

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Fabien Charmet, Gregory Blanc, Christophe Kiennert. Optimizing resource allocation for secure SDN-based virtual network migration. NCA 2019: 18th International Symposium on Network Computing and Applications, Sep 2019, Cambridge, MA, United States. pp.1-10, ⟨10.1109/nca.2019.8935027⟩. ⟨hal-02438632⟩
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https://hal.science/hal-02438632/file/NCA_2019___Final_draft%20%281%29.pdf BibTex
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Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim El Yacoubi. Siamese network based feature learning for improved intrusion detection. ICONIP 2019: International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.377-389, ⟨10.1007/978-3-030-36708-4_31⟩. ⟨hal-02421070⟩
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Houda Jmila, Gregory Blanc. Designing security-aware service requests for NFV-enabled networks. ICCCN 2019: 28th International Conference on Computer Communication and Networks, Jul 2019, Valencia, Spain. pp.1-9, ⟨10.1109/icccn.2019.8847058⟩. ⟨hal-02438649⟩
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https://hal.science/hal-02438649/file/Designing_a_security_aware_service_request_in_NVF_enabled_networks_20190510.pdf BibTex
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Mustafizur Rahman Shahid, Gregory Blanc, Zonghua Zhang, Herv√© Debar. Anomalous communications detection in IoT networks using sparse autoencoders. NCA 2019: 18th International Symposium on Network Computing and Applications, Sep 2019, Cambridge, MA, United States. pp.1-5, ⟨10.1109/NCA.2019.8935007⟩. ⟨hal-02423336⟩
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https://hal.science/hal-02423336/file/IEEE_NCA2019_Anomalous_Communications_Detection_in_IoT_Networks_Using_Sparse_Autoencoders.pdf BibTex
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Mustafizur R Shahid, Gregory Blanc, Zonghua Zhang, Herv√© Debar. Machine learning for IoT network monitoring. RESSI 2019: Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, May 2019, Erquy, France. pp.1-3. ⟨hal-02438733⟩
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https://hal.science/hal-02438733/file/final_RESSI_2019_ML_for_IoT_network_monitoring.pdf BibTex

2018

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Gregory Blanc, Nizar Kheir, Dhouha Ayed, Vincent Lefebvre, Edgardo Montes de Oca, et al.. Towards a 5G security architecture: articulating software-defined security and security as a service. 5G-NS 2018: Workshop on 5G Networks Security, Aug 2018, Hamburg, Germany. pp.47:1 - 47:8, ⟨10.1145/3230833.3233251⟩. ⟨hal-01988053⟩
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Fran√ßois Boutigny, Stephane Betge-Brezetz, Herv√© Debar, Gregory Blanc, Antoine Lavignotte, et al.. Multi-provider secure virtual network embedding. NTMS 2018 : 9th IFIP International Conference on New Technologies, Mobility and Security, Feb 2018, Paris, France. pp.1 - 5, ⟨10.1109/NTMS.2018.8328706⟩. ⟨hal-01868949⟩
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Fabien Charmet, Gregory Blanc. Secure migration of virtual SDN topologies. RESSI 2018: Rendez-vous de la Recherche et de l‚ÄôEnseignement de la S√©curit√© des Syst√®mes d‚ÄôInformation, May 2018, La Bresse, France. pp.1-3. ⟨hal-02438748⟩
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https://hal.science/hal-02438748/file/charmet_secure_migration_virtual.pdf BibTex
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Pierre-Edouard Fabre, Jouni Viinikka, Herv√© Debar, Gregory Blanc. Network visibility-aware blacklist generation. ICIMP 2018: 13th International Conference on Internet Monitoring and Protection, Jul 2018, Barcelone, Spain. pp.7 - 15. ⟨hal-01987693⟩
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Cuong Pham, Gregory Blanc, Herv√© Debar. On automatic network environment cloning for facilitating cybersecurity training and testing. RESSI 2018: Rendez-vous de la Recherche et de l‚ÄôEnseignement de la S√©curit√© des Syst√®mes d‚ÄôInformation, May 2018, La Bresse, France. pp.1-3. ⟨hal-02438757⟩
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https://hal.science/hal-02438757/file/pham_automatic_network_environment.pdf BibTex
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Mustafizur Rahman Shahid, Gregory Blanc, Zonghua Zhang, Herv√© Debar. IoT devices recognition through network traffic analysis. BIG DATA 2018: IEEE International Conference on Big Data, Dec 2018, Seattle, United States. pp.5187-5192, ⟨10.1109/BigData.2018.8622243⟩. ⟨hal-01994156⟩
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https://hal.science/hal-01994156/file/IEEE_BigData2018_IoT_devices_recognition_through_network_traffic_analysis.pdf BibTex

2017

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Gregory Blanc, David Machniki, Rodrigo Diaz-Rodriguez, Adam Kozakiewicz, Youki Kadobayashi, et al.. NECOMA: Nippon-European Cyberdefense-Oriented Multilayer Analysis. EPS 2017: European Project Space on Networks, Systems and Technologies, Feb 2017, Porto, Portugal. pp.81 - 105, ⟨10.5220/0007902500810105⟩. ⟨hal-02065143⟩
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Fabien Charmet, Richard Waldinger, Gregory Blanc, Christophe Kiennert, Khalifa Toumi. Preserving confidentiality during the migration of virtual SDN topologies: a formal approach. NCA 2017 : 16th IEEE International Symposium on Network Computing and Applications, Oct 2017, Cambridge, United States. pp.1 - 5, ⟨10.1109/NCA.2017.8171392⟩. ⟨hal-01666374⟩
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Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Khalifa Toumi, Herv√© Debar. Adaptive policy-driven attack mitigation in SDN. XDOMO 2017: the 1st International Workshop on Security and Dependability of Multi-Domain Infrastructures (XDOMO), Apr 2017, Belgrade, Serbia. pp.1-6, ⟨10.1145/3071064.3071068⟩. ⟨hal-01649980⟩
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https://hal.science/hal-01649980/file/3071064.3071068.pdf BibTex

2016

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Fran√ßois-Xavier Aguessy, Olivier Bettan, Gregory Blanc, Vania Conan, Herv√© Debar. Hybrid Risk Assessment Model Based on Bayesian Networks. 11th International Workshop on Security, IWSEC 2016, Sep 2016, Tokyo, Japan. pp.21 - 40, ⟨10.1007/978-3-319-44524-3_2⟩. ⟨hal-01393744⟩
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https://hal.science/hal-01393744/file/scalable-hybrid-attack-model.pdf BibTex
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Pierre-Edouard Fabre, Herv√© Debar, Jouni Viinikka, Gregory Blanc. ML: DDoS Damage Control with MPLS. NordSec 2016, Nov 2016, Oulu, Finland. pp.101--116, ⟨10.1007/978-3-319-47560-8_7⟩. ⟨hal-01387569⟩
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Khalifa Toumi, Muhammad Sabir Idrees, Fabien Charmet, Reda Yaich, Gregory Blanc. Usage control policy enforcement in SDN-based clouds: a dynamic availability service use case. HPCC 2016 : 18th IEEE International Conference on High Performance Computing and Communications, Dec 2016, Sydney, Australia. pp.578 - 585, ⟨10.1109/HPCC-SmartCity-DSS.2016.0087⟩. ⟨hal-01449235⟩
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https://hal.science/hal-01449235/file/Usage_Control_Policy_Enforcement_in_SDN_based_Clouds__A_Dynamic_Availability_Service_Use_Case__5724315rszcdk_.pdf BibTex

2015

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Nizar Kheir, Gregory Blanc, Herv√© Debar, Joaquin Garcia-Alfaro, Dingqi Yang. Automated classification of C&C connections through malware URL clustering. 2015 SEC : 30th IFIP International Conference on ICT Systems Security and Privacy Protection, May 2015, Hamburg, Germany. pp.252 - 266, ⟨10.1007/978-3-319-18467-8_17⟩. ⟨hal-01255089⟩
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https://hal.science/hal-01255089/file/337885_1_En_17_Chapter.pdf BibTex
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Pernelle Mensah, Gregory Blanc, Kazuya Okada, Daisuke Miyamoto, Youki Kadobayashi. AJNA : anti-phishing JS-based visual analysis, to mitigate users' excessive trust in SSL/TLS. BADGERS 2015 : 4th International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, Nov 2015, Kyoto, Japan. pp.74 - 84, ⟨10.1109/BADGERS.2015.019⟩. ⟨hal-01453228⟩
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https://hal.science/hal-01453228/file/mensah_badgers15_authorcr.pdf BibTex
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Daisuke Miyamoto, Gregory Blanc, Youki Kadobayashi. Eye can tell : on the correlation between eye movement and phishing identification. ICONIP 2015 : 22nd International Conference on Neural Information Processing, Nov 2015, Istanbul, Turkey. pp.223 - 232, ⟨10.1007/978-3-319-26555-1_26⟩. ⟨hal-01263381⟩
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Rishikesh Sahay, Gregory Blanc, Zonghua Zhang, Herv√© Debar. Towards autonomic DDoS mitigation using Software Defined Networking. SENT 2015 : NDSS Workshop on Security of Emerging Networking Technologies, Feb 2015, San Diego, Ca, United States. ⟨10.14722/sent.2015.23004⟩. ⟨hal-01257899⟩
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https://hal.science/hal-01257899/file/01_3_2.pdf BibTex

2014

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Yosra Ben Mustapha, Herv√© Debar, Gregory Blanc. Policy enforcement point model. SECURECOMM 2014: 10th International Conference on Security and Privacy in Communication Networks, Sep 2014, Beijing, China. pp.278 - 286, ⟨10.1007/978-3-319-23829-6_20⟩. ⟨hal-01263380⟩
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Gustavo Daniel Gonzalez Granadillo, Christophe Ponchel, Gregory Blanc, Herv√© Debar. Combining technical and financial impacts for countermeasure selection. AIDP 2014 : International Workshop on Advanced Intrusion Detection and Prevention, Jun 2014, Marrakesh, Morocco. pp.1 - 14, ⟨10.4204/EPTCS.165.1⟩. ⟨hal-01257903⟩
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https://hal.science/hal-01257903/file/countermeasure-selection.pdf BibTex
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Daisuke Miyamoto, Takuji Iimura, Gregory Blanc, Hajime Tazaki, Youki Kadobayashi. EyeBit: eye-tracking approach for enforcing phishing prevention habits. BADGERS 2014 : 3rd International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, Sep 2014, Wroclaw, Poland. pp.56 - 65, ⟨10.1109/BADGERS.2014.14⟩. ⟨hal-01304643⟩
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https://hal.science/hal-01304643/file/miyamoto-badgers2014.pdf BibTex
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Sirikarn Pukkawanna, Youki Kadobayashi, Gregory Blanc, Joaquin Garcia-Alfaro, Herv√© Debar. Classification of SSL servers based on their SSL handshake for automated security assessment. BADGERS 2014 : 3rd International Workshop on Building Analysis Datasets and Gathering Experience Returns for Security, Sep 2014, Wroclaw, Poland. pp.30 - 39, ⟨10.1109/BADGERS.2014.10⟩. ⟨hal-01332339⟩
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https://hal.science/hal-01332339/file/badgers14_ssl.pdf BibTex

2013

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Ahmad Samer Wazan, Gregory Blanc, Herv√© Debar, Joaquin Garcia-Alfaro. Attribute-based mining process for the organization-based access control model. TRUSTCOM 2013 : 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Jul 2013, Melbourne, Australia. pp.421 - 430, ⟨10.1109/TrustCom.2013.53⟩. ⟨hal-01275020⟩
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Autre publication scientifique

2023

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Matthews Jose, R√©mi Badonnel, Thibault Cholez, Herv√© Debar, Olivier Levillain, et al.. REWIRE -Cybersecurity skills alliance: a new vision for Europe. RESSI 2023 : Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, 2023. ⟨hal-04165397⟩
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https://hal.science/hal-04165397/file/REWIRE_RESSI_application.pdf BibTex

Ouvrages

2021

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Anna Felkner, Youki Kadobayashi, Marek Janiszewski, Stefano Fantin, Jos√© Francisco Ruiz, et al.. Cybersecurity research analysis report for Europe and Japan: cybersecurity and privacy dialogue between Europe and Japan. Springer, 75, pp.172, 2021, Studies in Big Data, 978-3-030-62311-1. ⟨10.1007/978-3-030-62312-8⟩. ⟨hal-03124036⟩
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2018

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Cristiano Giuffrida, S√©bastien Bardin, Gregory Blanc (Dir.). Detection of intrusions and malware, and vulnerability assessment : 5th international conference, DIMVA 2018, Saclay, France, June 28-29, 2018, proceedings. Springer, pp.405, 2018, Lecture Notes in Computer Science (vol. 10885); Security and Cryptology (vol. 10885), Lecture Notes in Computer Science (vol. 10885); Security and Cryptology (vol. 10885), 978-3-319-93410-5. ⟨hal-01864973⟩
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David Naccache, Shouhuai Xu, Sihan Qing, Pierangela Samarati, Gregory Blanc, et al. (Dir.). Information and communications security: 20th International Conference, ICICS 2018, Lille, France, October 29-31, 2018, Proceedings. Springer, pp.818, 2018, Lecture Notes in Computer Science, Security and Cryptology, 11149, Lecture Notes in Computer Science, Security and Cryptology, 11149, 978-3-030-01949-5. ⟨hal-01987497⟩
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2016

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Fabian Monrose, Marc Dacier, Gregory Blanc, Joaquin Garcia-Alfaro (Dir.). Research in attacks, intrusions, and defenses : 19th international symposium, RAID 2016, Paris, France, September 19-21, 2016, proceedings. Springer, 9854, pp.482, 2016, Lecture notes in computer science, Lecture notes in computer science, 978-3-319-45718-5. ⟨hal-01450264⟩
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2015

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Herbert Bos, Fabian Monrose, Gregory Blanc (Dir.). Research in Attacks, Intrusions, and Defenses: 18th International Symposium, RAID 2015, Kyoto, Japan,November 2-4, 2015. Proceedings. Springer, 9404, pp.638, 2015, Lecture notes in computer science, Lecture notes in computer science, 978-3-319-26361-8. ⟨hal-01453167⟩
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Poster de conférence

2023

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Solayman Ayoubi, Gregory Blanc, Houda Jmila, S√©bastien Tixeuil, Thomas Silverston. Evaluation Framework for ML-based IDS. RESSI 2023 : Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, May 2023, Neuvy-sur-Barangeon, France. ⟨hal-04164441⟩
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https://hal.science/hal-04164441/file/Evaluation_Framework_for_ML_based_IDS.pdf BibTex

2022

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Gregory Blanc, Thomas Silverston, S√©bastien Tixeuil. GRIFIN: cognitive and programmable security for resilient next-generation networks. RESSI 2022 : Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, May 2022, Chambon-sur-Lac, France. ⟨hal-04165398⟩
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https://hal.science/hal-04165398/file/RESSI_2022_GRIFIN_1.pdf BibTex

2020

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Elkin Aguas, Anthony Lambert, Herv√© Debar, Gregory Blanc. Towards network resiliency with AI driven automated load sharing in content delivery environments. RESSI 2020 - Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, Dec 2020, En Ligne, France. ⟨hal-04165399⟩
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https://hal.science/hal-04165399/file/aguas_ressi2020_Towards_Network_Resiliency_with_AI_Driven_Automated_Load_Sharing_in_Content_Delivery_Environments.pdf BibTex
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Gregory Blanc. VARIoT: vulnerability and attack repository for IoT. RESSI 2020 - Rendez-vous de la Recherche et de l'Enseignement de la S√©curit√© des Syst√®mes d'Information, Dec 2020, En ligne, France. ⟨hal-04165400⟩
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https://hal.science/hal-04165400/file/Poster_VARIoT_RESSI2020.pdf BibTex

2014

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Thanasis Petsas, Kazuya Okada, Hajime Tazaki, Gregory Blanc, PaweŇā PawliŇĄski. A trusted knowledge management system for multi-layer threat analysis. TRUST 2014 : 7th International Conference on Trust and Trustworthy Computing , Jun 2014, Heraklion, Greece. Springer International Publishing, pp.214 - 215, 2014, ⟨10.1007/978-3-319-08593-7_18⟩. ⟨hal-01263387⟩
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Proceedings/Recueil des communications

2023

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Gregory Blanc, Takeshi Takahashi, Zonghua Zhang. ARTMAN '23: proceedings of the 2023 Workshop on recent advances in resilient and trustworthy ML systems in autonomous networks. ACM, 2023, 979-8-4007-0265-5. ⟨10.1145/3605772⟩. ⟨hal-04325343⟩
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2021

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Alexandre Dey, Benjamin Cost√©, √Čric Totel, Adrien B√©cue, Elkin Aguas, et al.. Actes de la conf√©rence CAID 2021 (Conference on Artificial Intelligence for Defense). CAID 2021 (Conference on Artificial Intelligence for Defense), pp.1-152, 2021. ⟨hal-03535661⟩
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https://hal.science/hal-03535661/file/Actes_CAID_2021%20%281%29.pdf BibTex

2018

ref_biblio
David Naccache, Shouhuai Xu, Sihan Qing, Pierangela Samarati, Gregory Blanc, et al.. Information and Communications Security. 11149, Springer International Publishing, 2018, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-01950-1⟩. ⟨hal-04187775⟩
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