Matchmaking OWL-S processes: an approach based on path signatures. - Sofiane Lagraa; Hamida Seba; Hamamache Kheddouci (MEDES, 2011)

A Graph Decomposition Approach to Web Service Matchmaking. - Sofiane Lagraa; Hamida Seba; Riadh Khennoufa; Hamamache Kheddouci (WEBIST, 2011)

Web Service Matchmaking by Subgraph Matching. - Hamida Seba; Sofiane Lagraa; Hamamache Kheddouci (WEBIST (Selected Papers), 2011)

Automatic congestion detection in MPSoC programs using data mining on simulation traces. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (RSP, 2012)

Alliance-based clustering scheme for group key management in mobile ad hoc networks. - Hamida Seba; Sofiane Lagraa; Hamamache Kheddouci (J. Supercomput., 2012)

Data mining MPSoC simulation traces to identify concurrent memory access patterns. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (DATE, 2013)

Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (DATE, 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)

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 (2014)

Comparison Issues in Large Graphs: State of the Art and Future Directions. - Hamida Seba; Sofiane Lagraa; Elsen Ronando (CoRR, 2015)

An efficient exact algorithm for triangle listing in large graphs. - Sofiane Lagraa; Hamida Seba (Data Min. Knowl. Discov., 2016)

BotGM: Unsupervised graph mining to detect botnets in traffic flows. - Sofiane Lagraa; Jérôme François; Abdelkader Lahmadi; Marine Miner; Christian A. Hammerschmidt; Radu State (CSNet, 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 001; Aline Deruyver; Quentin Goux; Morgan Allard; et al. (FPS, 2017)

Knowledge discovery of port scans from darknet. - Sofiane Lagraa; Jérôme François (IM, 2017)

Profiling Smart Contracts Interactions Tensor Decomposition and Graph Mining. - Jérémy Charlier; Sofiane Lagraa; Radu State; Jérôme François (MIDAS@PKDD/ECML, 2017)

Detecting malicious authentication events trustfully. - Georgios Kaiafas; Georgios Varisteas; Sofiane Lagraa; Radu State; Cu D. Nguyen; Thorsten Ries; Mohamed Ourdane (NOMS, 2018)

Une nouvelle approche pour la détection d'anomalies dans les flux de graphes hétérogènes. - Abd Errahmane Kiouche; Karima Amrouche; Hamida Seba; Sofiane Lagraa (EGC, 2019)

Graph-based malicious login events investigation. - Faouzi Amrouche; Sofiane Lagraa; Georgios Kaiafas; Radu State (IM, 2019)

Real-Time Attack Detection on Robot Cameras: A Self-Driving Car Application. - Sofiane Lagraa; Maxime Cailac; Sean Rivera; Frédéric Beck; Radu State (IRC, 2019)

ROSploit: Cybersecurity Tool for ROS. - Sean Rivera; Sofiane Lagraa; Radu State (IRC, 2019)

Auto-Encoding Robot State Against Sensor Spoofing Attacks. - Sean Rivera; Sofiane Lagraa; Antonio Ken Iannillo; Radu State (ISSRE Workshops, 2019)

Auto Semi-supervised Outlier Detection for Malicious Authentication Events. - Georgios Kaiafas; Christian A. Hammerschmidt; Sofiane Lagraa; Radu State (PKDD/ECML Workshops (2), 2019)

ROS-Defender: SDN-Based Security Policy Enforcement for Robotic Applications. - Sean Rivera; Sofiane Lagraa; Cristina Nita-Rotaru; Sheila Becker; Radu State (IEEE Symposium on Security and Privacy Workshops, 2019)

Deep mining port scans from darknet. - Sofiane Lagraa; Yutian Chen; Jérôme François (Int. J. Netw. Manag., 2019)

Leveraging eBPF to preserve user privacy for DNS, DoT, and DoH queries. - Sean Rivera; Vijay K. Gurbani; Sofiane Lagraa; Antonio Ken Iannillo; Radu State (ARES, 2020)

Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection. - Ekaterina Khramtsova; Christian A. Hammerschmidt; Sofiane Lagraa; Radu State (ICDCS, 2020)

ROS-FM: Fast Monitoring for the Robotic Operating System(ROS). - Sean Rivera; Antonio Ken Iannillo; Sofiane Lagraa; Clément Joly; Radu State (ICECCS, 2020)

Process mining-based approach for investigating malicious login events. - Sofiane Lagraa; Radu State (NOMS, 2020)

Intrusion detection on robot cameras using spatio-temporal autoencoders: A self-driving car application. - Faouzi Amrouche; Sofiane Lagraa; Raphaël Frank; Radu State (VTC Spring, 2020)

What database do you choose for heterogeneous security log events analysis? - Sofiane Lagraa; Radu State (IM, 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 (MobiQuitous, 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)

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 (IEEE Big Data, 2022)

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., 2024)

Secure and Transparent Data Sharing with TrustShare: A GDPR-Compliant Platform. - Sven Rasmusen; Konstantina Pityanou; Dimitra Papatsaroucha; Sofiane Lagraa; Moussa Ouedraogo; Evangelos K. Markakis (EDBT, 2025)