Pierre-Martin Tardif

42 papers B 4C 4Misc 2Journal 19Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ANADOE: Autoencoder-Based Network Anomaly Detection With Outlier Exposure. IEEE Internet Things J. D'Jeff Kanda Nkashama, Jordan F. Masakuna, Arian Soltani, François Charest, Yassir Chekour, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2026	J	`jnl`	Enhancing Anomaly Alert Prioritization Through Calibrated Standard Deviation Uncertainty Estimation With an Ensemble of Auto-Encoders. IEEE Trans. Netw. Serv. Manag. Jordan F. Masakuna, D'Jeff K. Nkashama, Arian Soltani, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2025	B	`conf`	A Feature-Aware Adaptive Ensemble Framework for IoT Intrusion Detection Systems. WiMob Youssef Laraig, Yann Ben Maissa, Sébastien Roy, Pierre-Martin Tardif, Brahim El Bhiri
2025	C	`conf`	Clustering Algorithms for Anomaly Detection in EVCS Infrastructure using OCPP. PST Chris Tchimmegne Tchassem, Yendoubé Kombate, Pierre-Martin Tardif
2025	C	`conf`	EHKEA: A Lightweight and Secure Authentication Protocol for Healthcare Iot Systems in 5G Networks with Enhanced Resistance to Emerging Threats. WINCOM Younes-Amine Loutfi, Marc Frappier, Brahim El Bhiri, Pierre-Martin Tardif, Mohammed Raiss El-Fenni
2025	—	`conf`	Immunity-Inspired Approaches to Cybersecurity: A Review. ANT/EDI40 Abir Bala, Ayoub Bahnasse, Brahim El Bhiri, Mourad Zegrari, Pierre-Martin Tardif
2025	C	`conf`	Security Evaluation of Industrial Organisations in an Isolated Region. CoDIT Jules Martial Yin-Belta Mbara, Fehmi Jaafar, Pierre-Martin Tardif
2025	J	`jnl`	Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression. IEEE Trans. Emerg. Top. Comput. Intell. Jordan F. Masakuna, D'Jeff K. Nkashama, Arian Soltani, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2025	—	`conf`	TwinIpfsChain: Ensuring Decentralized Data Integrity in Real-Time Digital Twins for Industry 5.0 Using Blockchain and IPFS. BCCA Jules Martial Yin-Belta Mbara, Fehmi Jaafar, Pierre-Martin Tardif
2024	J	`jnl`	ASTD Patterns for Integrated Continuous Anomaly Detection In Data Logs. CoRR Chaymae El Jabri, Marc Frappier, Pierre-Martin Tardif
2024	—	`conf`	ASTD Patterns for Integrated Continuous Anomaly Detection in Data Logs. SFPVV Chaymae El Jabri, Marc Frappier, Pierre-Martin Tardif
2024	—	`conf`	Deep Learning for Network Anomaly Detection Under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. ESORICS Workshops (2) D'Jeff K. Nkashama, Jordan F. Masakuna, Arian Soltani, Jean-Charles Verdier, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2024	J	`jnl`	Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. CoRR D'Jeff K. Nkashama, Jordan Masakuna Félicien, Arian Soltani, Jean-Charles Verdier, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza
2024	J	`jnl`	Ensuring the Integrity, Confidentiality, and Availability of IoT Data in Industry 5.0: A Systematic Mapping Study. IEEE Access Kerson Boisrond, Pierre-Martin Tardif, Fehmi Jaafar
2024	B	`conf`	Extended Abstract: Assessing Language Models for Semantic Textual Similarity in Cybersecurity. DIMVA Arian Soltani, D'Jeff K. Nkashama, Jordan F. Masakuna, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2024	J	`jnl`	Impact of Inaccurate Contamination Ratio on Robust Unsupervised Anomaly Detection. CoRR Jordan F. Masakuna, D'Jeff Kanda Nkashama, Arian Soltani, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2024	J	`jnl`	Modeling Trust in IoT Systems for Drinking-Water Management. Future Internet Aicha Aiche, Pierre-Martin Tardif, Mohammed Erritali
2024	—	`conf`	Optimizing Safety In IoT Water Plants: From Critical Importance To Innovative Solutions. CNIOT Aicha Aiche, Pierre-Martin Tardif, Mohammed Erritali, Thibaud Ecarot, Abderrahim Rafae
2024	J	`jnl`	Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective. CoRR Jean Marie Tshimula, Xavier Ndona, D'Jeff K. Nkashama, Pierre-Martin Tardif, Froduald Kabanza, Marc Frappier, Shengrui Wang
2024	—	`conf`	Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features. WISE (PhD Symposium, Demos and Workshops) Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila, René Manassé Galekwa, Hugues Kanda, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Kalala Kalonji, Serge Mundele, Patience Kinshie Lenye, Tighana Wenge Basele, Aristarque Ilunga, Christian N. Mayemba, Nathanaël M. Kasoro, Selain K. Kasereka, Hardy Mikese, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza, Shengrui Wang, Ali Mulenda Sumbu, Xavier Ndona, Raoul Kienge-Kienge Intudi
2024	J	`jnl`	Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features. CoRR Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila, René Manassé Galekwa, Hugues Kanda, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Kalala Kalonji, Serge Mundele, Patience Kinshie Lenye, Tighana Wenge Basele, Aristarque Ilunga, Christian N. Mayemba, Nathanaël M. Kasoro, Selain K. Kasereka, Hardy Mikese, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza, Belkacem Chikhaoui, Shengrui Wang, Ali Mulenda Sumbu, Xavier Ndona, Raoul Kienge-Kienge Intudi
2023	J	`jnl`	Characterizing Financial Market Coverage using Artificial Intelligence. CoRR Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza, Armelle Brun, Jean-Marc Patenaude, Shengrui Wang, Belkacem Chikhaoui
2023	Misc	`conf`	Trust Evaluation in IoT Systems: Extracting User Trust Levels based on Security Profiles in Water Treatment Facilities. UCC Abderrahim Rafae, Aicha Aiche, Mohammed Erritali, Pierre-Martin Tardif
2023	C	`conf`	Trust Management In IoT Drinking Water Treatment Plants. BDCAT Aicha Aiche, Pierre-Martin Tardif, Mohammed Erritali
2022	J	`jnl`	A Formal Energy Consumption Analysis to Secure Cluster-Based WSN: A Case Study of Multi-Hop Clustering Algorithm Based on Spectral Classification Using Lightweight Blockchain. Sensors Yves Frédéric Ebobissé Djéné, Mohammed Sbai El Idrissi, Pierre-Martin Tardif, Ali Jorio, Brahim El Bhiri, Youssef Fakhri
2022	J	`jnl`	A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms. CoRR Maxime Alvarez, Jean-Charles Verdier, D'Jeff K. Nkashama, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2022	Misc	`conf`	Development of Monitoring Systems for Anomaly Detection Using ASTD Specifications. TASE Chaymae El Jabri, Marc Frappier, Thibaud Ecarot, Pierre-Martin Tardif
2022	J	`jnl`	Development of monitoring systems for anomaly detection using ASTD specifications. CoRR Chaymae El Jabri, Marc Frappier, Thibaud Ecarot, Pierre-Martin Tardif
2022	J	`jnl`	Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems. CoRR D'Jeff Kanda Nkashama, Arian Soltani, Jean-Charles Verdier, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza
2022	—	`conf`	SCADA Radio Blackbox Reverse Engineering. FPS Jean-Benoit Larouche, Sébastien Roy, Frédéric Mailhot, Pierre-Martin Tardif, Marc Frappier
2021	—	`conf`	Statistical Approach For Cloud Security: Microsoft Office 365 audit logs case study. DSN Workshops Louis-Simon Létourneau, Chaymae El Jabri, Marc Frappier, Pierre-Martin Tardif, Guy Lépine, Guillaume Boisvert
2018	J	`jnl`	Time delay estimation for UWB non coherent receiver in indoor environment, from theory to practice. EURASIP J. Wirel. Commun. Netw. Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2012	J	`jnl`	Characterization of the Ultra-Wideband Channel in Confined Environments with Diffracting Rough Surfaces. Wirel. Pers. Commun. Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2009	J	`jnl`	Cross-layer link adaptation design for UWB-based sensor networks. Comput. Commun. Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2009	J	`jnl`	UWB-based sensor networks for localization in mining environments. Ad Hoc Networks Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2007	—	`conf`	Eigen-Analysis of UWB Channel on the Basis of Information Theoretic Criteria. ICC Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2007	—	`conf`	Security Monitoring Using Wireless Sensor Networks. CNSR Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2006	—	`conf`	Deployment of Ad-Hoc Sensor Networks in Underground Mines. Wireless and Optical Communications Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2006	—	`conf`	Frequency Domain Analysis of UWB Channel Propagation in Underground Mines. VTC Fall Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2006	B	`conf`	Measurements and Modeling of Line-of-Sight UWB Channel in Underground Mines. GLOBECOM Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2006	—	`conf`	Variance of the TOA Estimation for UWB Impulse Radio Systems. Wireless and Optical Communications Abdellah Chehri, Paul Fortier, Pierre-Martin Tardif
2001	B	`conf`	Unsupervised partial volume estimation using 3D and statistical priors. Image Processing Pierre-Martin Tardif