Sofiane Lagraa

According to our database, Sofiane Lagraa authored at least 34 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A review on graph-based approaches for network security monitoring and botnet detection.

Sofiane Lagraa, Martin Husák, Hamida Seba, Satyanarayana Vuppala, Radu State, Moussa Ouedraogo

Int. J. Inf. Sec., February, 2024

2022

Mobile Application Behaviour Anomaly Detection based on API Calls.

Fernando Kaway Carvalho Ota, Farouk Damoun, Sofiane Lagraa, Patricia Becerra-Sánchez, Christophe Atten, Jean Hilger, Radu State

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A simple graph embedding for anomaly detection in a stream of heterogeneous labeled graphs.

Abd Errahmane Kiouche, Sofiane Lagraa, Karima Amrouche, Hamida Seba

Pattern Recognit., 2021

Event-Driven Interest Detection for Task-Oriented Mobile Apps.

Fernando Kaway Carvalho Ota, Farouk Damoun, Sofiane Lagraa, Patricia Becerra-Sánchez, Christophe Atten, Jean Hilger, Radu State

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

What database do you choose for heterogeneous security log events analysis?

Sofiane Lagraa, Radu State

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020

Intrusion detection on robot cameras using spatio-temporal autoencoders: A self-driving car application.

Faouzi Amrouche, Sofiane Lagraa, Raphaël Frank, Radu State

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Process mining-based approach for investigating malicious login events.

Sofiane Lagraa, Radu State

Proceedings of the NOMS 2020, 2020

ROS-FM: Fast Monitoring for the Robotic Operating System(ROS).

Sean Rivera, Antonio Ken Iannillo, Sofiane Lagraa, Clément Joly, Radu State

Proceedings of the 25th International Conference on Engineering of Complex Computer Systems, 2020

Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection.

Ekaterina Khramtsova, Christian A. Hammerschmidt, Sofiane Lagraa, Radu State

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Leveraging eBPF to preserve user privacy for DNS, DoT, and DoH queries.

Sean Rivera, Vijay K. Gurbani, Sofiane Lagraa, Antonio Ken Iannillo, Radu State

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019

Deep mining port scans from darknet.

Sofiane Lagraa, Yutian Chen, Jérôme François

Int. J. Netw. Manag., 2019

ROS-Defender: SDN-Based Security Policy Enforcement for Robotic Applications.

Sean Rivera, Sofiane Lagraa, Cristina Nita-Rotaru, Sheila Becker, Radu State

Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

Auto Semi-supervised Outlier Detection for Malicious Authentication Events.

Georgios Kaiafas, Christian A. Hammerschmidt, Sofiane Lagraa, Radu State

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Auto-Encoding Robot State Against Sensor Spoofing Attacks.

Sean Rivera, Sofiane Lagraa, Antonio Ken Iannillo, Radu State

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

ROSploit: Cybersecurity Tool for ROS.

Sean Rivera, Sofiane Lagraa, Radu State

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

Real-Time Attack Detection on Robot Cameras: A Self-Driving Car Application.

Sofiane Lagraa, Maxime Cailac, Sean Rivera, Frédéric Beck, Radu State

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

Graph-based malicious login events investigation.

Faouzi Amrouche, Sofiane Lagraa, Georgios Kaiafas, Radu State

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Une nouvelle approche pour la détection d'anomalies dans les flux de graphes hétérogènes.

Abd Errahmane Kiouche, Karima Amrouche, Hamida Seba, Sofiane Lagraa

Proceedings of the Extraction et Gestion des connaissances, 2019

2018

Detecting malicious authentication events trustfully.

Georgios Kaiafas, Georgios Varisteas, Sofiane Lagraa, Radu State, Cu D. Nguyen, Thorsten Ries, Mohamed Ourdane

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

2017

Profiling Smart Contracts Interactions Tensor Decomposition and Graph Mining.

Jérémy Charlier, Sofiane Lagraa, Radu State, Jérôme François

Proceedings of the Second Workshop on MIning DAta for financial applicationS (MIDAS 2017) co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), 2017

Knowledge discovery of port scans from darknet.

Sofiane Lagraa, Jérôme François

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

HuMa: A Multi-layer Framework for Threat Analysis in a Heterogeneous Log Environment.

Julio Navarro, Véronique Legrand, Sofiane Lagraa, Jérôme François, Abdelkader Lahmadi, Giulia De Santis, Olivier Festor, Nadira Lammari, Fayçal Hamdi, Aline Deruyver, Quentin Goux, Morgan Allard, Pierre Parrend

Proceedings of the Foundations and Practice of Security - 10th International Symposium, 2017

BotGM: Unsupervised graph mining to detect botnets in traffic flows.

Sofiane Lagraa, Jérôme François, Abdelkader Lahmadi, Marine Miner, Christian A. Hammerschmidt, Radu State

Proceedings of the 1st Cyber Security in Networking Conference, 2017

2016

An efficient exact algorithm for triangle listing in large graphs.

Sofiane Lagraa, Hamida Seba

Data Min. Knowl. Discov., 2016

2015

Comparison Issues in Large Graphs: State of the Art and Future Directions.

Hamida Seba, Sofiane Lagraa, Elsen Ronando

CoRR, 2015

2014

New MP-SoC profiling tools based on data mining techniques. (Nouveaux outils de profilage de MP-SoC basés sur des techniques de fouille de données).

Sofiane Lagraa

PhD thesis, 2014

A distance measure for large graphs based on prime graphs.

Sofiane Lagraa, Hamida Seba, Riadh Khennoufa, Abir M'Baya, Hamamache Kheddouci

Pattern Recognit., 2014

Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces.

Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013

Data mining MPSoC simulation traces to identify concurrent memory access patterns.

Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot

Proceedings of the Design, Automation and Test in Europe, 2013

2012

Alliance-based clustering scheme for group key management in mobile ad hoc networks.

Hamida Seba, Sofiane Lagraa, Hamamache Kheddouci

J. Supercomput., 2012

Automatic congestion detection in MPSoC programs using data mining on simulation traces.

Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot

Proceedings of the 23rd IEEE International Symposium on Rapid System Prototyping, 2012

2011

Web Service Matchmaking by Subgraph Matching.

Hamida Seba, Sofiane Lagraa, Hamamache Kheddouci

Proceedings of the Web Information Systems and Technologies - 7th International Conference, 2011

A Graph Decomposition Approach to Web Service Matchmaking.

Sofiane Lagraa, Hamida Seba, Riadh Khennoufa, Hamamache Kheddouci

Proceedings of the WEBIST 2011, 2011

Matchmaking OWL-S processes: an approach based on path signatures.

Sofiane Lagraa, Hamida Seba, Hamamache Kheddouci

Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011