Sidahmed Benabderrahmane

47 papers A* 1B 4C 1Misc 2Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Neuro-Symbolic Graph Autoencoders with Rare Pattern Mining for Provenance-Based Anomaly Detection.
ISDFS
Asif Tauhid, Sidahmed Benabderrahmane, Mohamad Altrabulsi, Ahamed Foisal, Talal Rahwan
2026 J jnl
RPG-AE: Neuro-Symbolic Graph Autoencoders with Rare Pattern Mining for Provenance-Based Anomaly Detection.
CoRR
Asif Tauhid, Sidahmed Benabderrahmane, Mohamad Altrabulsi, Ahamed Foisal, Talal Rahwan
2026 J jnl
Real Talk, Virtual Faces: A Formal Concept Analysis of Personality and Sentiment in Influencer Audiences.
CoRR
Shahram Chaudhry, Sidahmed Benabderrahmane, Talal Rahwan
2026 J jnl
Refining Decision Boundaries In Anomaly Detection Using Similarity Search Within the Feature Space.
CoRR
Sidahmed Benabderrahmane, Petko Valtchev, James Cheney, Talal Rahwan
2025 — conf
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models.
ISDFS
Sidahmed Benabderrahmane, Petko Valtchev, James Cheney, Talal Rahwan
2025 J jnl
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models.
CoRR
Sidahmed Benabderrahmane, Petko Valtchev, James Cheney, Talal Rahwan
2025 J jnl
Adversarial Augmentation and Active Sampling for Robust Cyber Anomaly Detection.
CoRR
Sidahmed Benabderrahmane, Talal Rahwan
2025 B conf
Attackers Strike Back? Not Anymore - An Ensemble of RL Defenders Awakens for APT Detection.
DS
Sidahmed Benabderrahmane, Talal Rawhan
2025 J jnl
Attackers Strike Back? Not Anymore - An Ensemble of RL Defenders Awakens for APT Detection.
CoRR
Sidahmed Benabderrahmane, Talal Rahwan
2025 — conf
FLAGUS: Feedback-Driven Learning with GAN-Augmented Data for Enhanced Anomaly Detection via Uncertainty Sampling.
ICONIP (3)
Sidahmed Benabderrahmane, Talal Rawhan
2025 J jnl
From One Attack Domain to Another: Contrastive Transfer Learning with Siamese Networks for APT Detection.
CoRR
Sidahmed Benabderrahmane, Talal Rahwan
2025 J jnl
From one attack domain to another: Contrastive transfer learning with siamese networks for APT detection.
Knowl. Based Syst.
Sidahmed Benabderrahmane, Talal Rahwan
2025 B conf
Metric Matters: A Formal Evaluation of Similarity Measures in Active Learning for Cyber Threat Intelligence.
SISAP
Sidahmed Benabderrahmane, Talal Rawhan
2025 J jnl
Metric Matters: A Formal Evaluation of Similarity Measures in Active Learning for Cyber Threat Intelligence.
CoRR
Sidahmed Benabderrahmane, Talal Rahwan
2025 J jnl
Ranking-Enhanced Anomaly Detection Using Active Learning-Assisted Attention Adversarial Dual AutoEncoders.
CoRR
Sidahmed Benabderrahmane, James Cheney, Talal Rahwan
2024 J jnl
Hack Me If You Can: Aggregating AutoEncoders for Countering Persistent Access Threats Within Highly Imbalanced Data.
CoRR
Sidahmed Benabderrahmane, Ngoc Hoang, Petko Valtchev, James Cheney, Talal Rahwan
2024 J jnl
Hack me if you can: Aggregating autoencoders for countering persistent access threats within highly imbalanced data.
Future Gener. Comput. Syst.
Sidahmed Benabderrahmane, Ngoc Hoang, Petko Valtchev, James Cheney, Talal Rahwan
2024 J jnl
Interpretable Machine Learning Models for Predicting the Next Targets of Activist Funds.
CoRR
Minwu Kim, Sidahmed Benabderrahmane, Talal Rahwan
2023 J jnl
Perception, performance, and detectability of conversational artificial intelligence across 32 university courses.
CoRR
Hazem Ibrahim, Fengyuan Liu, Rohail Asim, Balaraju Battu, Sidahmed Benabderrahmane, Bashar Alhafni, Wifag Adnan, Tuka Alhanai, Bedoor K. AlShebli, Riyadh Baghdadi, Jocelyn J. Bélanger, Elena Beretta, Kemal Celik, Moumena Chaqfeh, Mohammed F. Daqaq, Zaynab El Bernoussi, Daryl Fougnie, Borja Garcia de Soto, Alberto Gandolfi, András György, Nizar Habash, J. Andrew Harris, Aaron R. Kaufman, Lefteris Kirousis, Korhan Kocak, Kangsan Lee, Seungah S. Lee, Samreen Malik, Michail Maniatakos, David Melcher, Azzam Mourad, Minsu Park, Mahmoud Rasras, Alicja Reuben, Dania Zantout, Nancy W. Gleason, Kinga Makovi, Talal Rahwan, Yasir Zaki
2021 J jnl
A Rule Mining-Based Advanced Persistent Threats Detection System.
CoRR
Sidahmed Benabderrahmane, Ghita Berrada, James Cheney, Petko Valtchev
2021 A* conf
A Rule Mining-based Advanced Persistent Threats Detection System.
IJCAI
Sidahmed Benabderrahmane, Ghita Berrada, James Cheney, Petko Valtchev
2021 J jnl
Recognition of user-dependent and independent static hand gestures: Application to sign language.
J. Vis. Commun. Image Represent.
Khadidja Sadeddine, Fatma-Zohra Chelali, Rachida Djeradi, Amar Djeradi, Sidahmed Benabderrahmane
2020 J jnl
A baseline for unsupervised advanced persistent threat detection in system-level provenance.
Future Gener. Comput. Syst.
Ghita Berrada, James Cheney, Sidahmed Benabderrahmane, William Maxwell, Himan Mookherjee, Alec Theriault, Ryan Wright
2020 J jnl
Categorical anomaly detection in heterogeneous data using minimum description length clustering.
CoRR
James Cheney, Xavier Gombau, Ghita Berrada, Sidahmed Benabderrahmane
2020 J jnl
Leveraging deep learning with symbolic sequences for robust head poses estimation.
Pattern Anal. Appl.
Hayet Mekami, Abdennacer Bounoua, Sidahmed Benabderrahmane
2019 J jnl
A baseline for unsupervised advanced persistent threat detection in system-level provenance.
CoRR
Ghita Berrada, Sidahmed Benabderrahmane, James Cheney, William Maxwell, Himan Mookherjee, Alec Theriault, Ryan Wright
2018 J jnl
Local Patterns and Big Time Series Data for Facial Poses Classification.
J. Comput.
Hayet Mekami, Sidahmed Benabderrahmane, Abdennacer Bounoua, Abdelmalik Taleb-Ahmed
2018 J jnl
On the predictive analysis of behavioral massive job data using embedded clustering and deep recurrent neural networks.
Knowl. Based Syst.
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle
2017 J jnl
Combining boosting machine learning and swarm intelligence for real time object detection and tracking: towards new meta-heuristics boosting classifiers.
Int. J. Intell. Robotics Appl.
Sidahmed Benabderrahmane
2017 Misc conf
Predicting the Users' Clickstreams Using Time Series Representation, Symbolic Sequences, and Deep Learning: Application on Job Offers Recommendation Tasks.
IRI
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle
2017 — conf
SAX2FACE: Estimating Facial Poses with Peano-Hilbert Curves and SAX Symbolic Time Series.
ANT/SEIT
Hayet Mekami, Sidahmed Benabderrahmane
2017 J jnl
Smart4Job: A Big Data Framework for Intelligent Job Offers Broadcasting Using Time Series Forecasting and Semantic Classification.
Big Data Res.
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Patrick Paroubek
2017 — conf
What Can the Big Data Eco-System and Data Analytics Do for E-Health? A Smooth Review Study.
IWBBIO (1)
Sidahmed Benabderrahmane
2017 B conf
When Deep Neural Networks Meet Job Offers Recommendation.
ICTAI
Sidahmed Benabderrahmane, Nedra Mellouli, Myriam Lamolle, Nada Mimouni
2016 J jnl
Satellite Images Analysis with Symbolic Time Series: A Case Study of the Algerian Zone.
CoRR
Dalila Attaf, Djamila Hamdadou, Sidahmed Benabderrahmane, Aicha Lafrid
2014 Misc conf
Evaluating distance measures and times series clustering for temporal patterns retrieval.
IRI
Sidahmed Benabderrahmane, Rene Quiniou, Thomas Guyet
2014 — conf
Formal Concept Analysis and Knowledge Integration for Highlighting Statistically Enriched Functions from Microarrays Data.
IWBBIO
Sidahmed Benabderrahmane
2014 C conf
Temporal Constraints and Sub-Dimensional Clustering for Fast Similarity Search over Time Series Data. Application to Information Retrieval Tasks.
ICSEng
Sidahmed Benabderrahmane
2013 B conf
Biomedical Knowledge Extraction Using Fuzzy Differential Profiles and Semantic Ranking.
AIME
Sidahmed Benabderrahmane
2013 — conf
Enhancing Transcriptomic Data Mining with Semantic Ranking: Towards a new Functional Spectral Representation..
IWBBIO
Sidahmed Benabderrahmane
2012 J jnl
Functional classification of genes using semantic distance and fuzzy clustering approach: evaluation with reference sets and overlap analysis.
Int. J. Comput. Biol. Drug Des.
Marie-Dominique Devignes, Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch
2012 — conf
Ontology-based Gene Set Enrichment Analysis Using an Efficient Semantic Similarity Measure and Functional Clustering.
ICWIT
Sidahmed Benabderrahmane, Hayet Mekami
2011 — conf
Ontology-based functional classification of genes: Evaluation with reference sets and overlap analysis.
BIBM Workshops
Sidahmed Benabderrahmane, Marie-Dominique Devignes, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch
2011 — —
Prise en compte des connaissances du domaine dans l'analyse transcriptomique : Similarité sémantique, classification fonctionnelle et profils flous. Application au cancer colorectal. (Using domain knowledge in the transcriptome analysis: semantic similarity, functional classification and fuzzy profiles. Application to colorectal cancer).
Sidahmed Benabderrahmane
2011 — conf
Use of Domain Knowledge for Dimension Reduction - Application to Mining of Drug Side Effects.
KDIR
Emmanuel Bresso, Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Gino Marchetti, Arnaud Sinan Karaboga, Michel Souchet, Amedeo Napoli, Marie-Dominique Devignes
2010 J jnl
IntelliGO: a new vector-based semantic similarity measure including annotation origin.
BMC Bioinform.
Sidahmed Benabderrahmane, Malika Smaïl-Tabbone, Olivier Poch, Amedeo Napoli, Marie-Dominique Devignes
2009 — conf
Analyse de données transcriptomiques: Modélisation floue de profils d'expression différentielle et analyse fonctionnelle.
INFORSID
Sidahmed Benabderrahmane, Marie-Dominique Devignes, Malika Smaïl-Tabbone, Amedeo Napoli, Olivier Poch, Ngoc-Hoan Nguyen, Wolfgang Raffelsberger