my-pubs-conf.bib
@article{RISP24_ukf,
author = {Romero-Ben, L. and \textbf{P. Irofti} and Stoican, F. and Puig, V.},
title = {Nodal Hydraulic Head Estimation through Unscented Kalman Filter for Data-driven Leak Localization in Water Networks},
volume = {},
number = {},
pages = {1-6},
journal = {12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2024 (IFAC-PapersOnLine)},
year = {2024},
publisher = {Elsevier},
url = {https://arxiv.org/abs/2311.15875}
}
@inproceedings{Irofti23_pinky,
author = {\textbf{P. Irofti}},
title = {Pinky: A Modern Malware-oriented Dynamic Information Retrieval Tool},
booktitle = {International Conference on Information Technology and Communications Security},
year = {2023},
pages = {65-78},
organization = {Springer},
url = {https://arxiv.org/abs/2311.03588},
doi = {https://doi.org/10.1007/978-3-031-52947-4_6}
}
@inproceedings{SLI23_sel4,
author = {Stancu, A. and \textbf{P. Irofti} and Leuștean, I.},
title = {{OpenBSD} formal driver verification with {SeL4}},
booktitle = {International Conference on Information Technology and Communications Security},
year = {2023},
pages = {144-156},
organization = {Springer},
url = {https://arxiv.org/abs/2311.03585},
doi = {https://doi.org/10.1007/978-3-031-52947-4_11}
}
@inproceedings{BI23_spectre,
author = {Bălucea, R. and \textbf{P. Irofti}},
title = {Software Mitigation of {RISC-V} Spectre Attacks},
booktitle = {International Conference on Information Technology and Communications Security},
year = {2023},
pages = {51-64},
organization = {Springer},
url = {https://arxiv.org/abs/2206.04507},
doi = {https://doi.org/10.1007/978-3-031-52947-4_5}
}
@inproceedings{IPH22_UnsupAbnormalTraffic,
author = {\textbf{P. Irofti} and Pătrașcu, A. and Hîji, A.I.},
title = {Unsupervised Abnormal Traffic Detection through Topological Flow Analysis},
booktitle = {2022 14th International Conference on Communications (COMM)},
year = {2022},
pages = {1-6},
publisher = {IEEE},
doi = {10.1109/COMM54429.2022.9817285},
url = {https://arxiv.org/abs/2205.07109}
}
@inproceedings{IRSP22_GSIDL,
author = {\textbf{P. Irofti} and Romero-Ben, L. and Stoican, F. and Puig, V.},
title = {Data-driven Leak Localization in Water Distribution Networks
via Dictionary Learning and Graph-based Interpolation},
booktitle = {CCTA 2022 - 2022 IEEE International Conference on Control Technology and Applications (CCTA)},
year = {2022},
pages = {1265-1270},
publisher = {IEEE},
url = {https://arxiv.org/pdf/2110.06372}
}
@inproceedings{IRP22_ClipDL,
author = {\textbf{P. Irofti} and Rusu, C. and Pătrașcu, A.},
title = {Dictionary Learning with Uniform Sparse Representations
for Anomaly Detection},
booktitle = {ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = {2022},
pages = {3378-3382},
publisher = {IEEE},
url = {https://arxiv.org/pdf/2201.03869},
doi = {10.1109/ICASSP43922.2022.9747365}
}
@inproceedings{RI21,
title = {Efficient and Parallel Separable Dictionary Learning},
author = {Rusu, C. and \textbf{P. Irofti}},
booktitle = {Proceedings of the IEEE 2021 27th International Conference on Parallel and Distributed Systems (ICPADS)},
year = {2021},
pages = {1--6},
publisher = {IEEE Computer Society},
url = {https://arxiv.org/pdf/2007.03800}
}
@article{BPI20_ifac,
author = {Băltoiu, A. and Pătrașcu, A. and \textbf{P. Irofti}},
title = {Graph Anomaly Detection Using Dictionary Learning},
journal = {The 21st World Congress of the International Federation of
Automatic Control (IFAC-PapersOnLine)},
volume = {53},
number = {2},
pages = {3551--3558},
publisher = {Elsevier},
year = {2020}
}
@inproceedings{IB19_malid,
author = {\textbf{P. Irofti} and Băltoiu, A.},
title = {Malware Identification with Dictionary Learning},
booktitle = {27th European Signal Processing Conference},
year = {2019},
pages = {1--5},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiBăltoiu19_malid.pdf}
}
@inproceedings{ID19_icassp,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {Pairwise Approximate K-SVD},
booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2019 IEEE
International Conference on},
year = {2019},
pages = {3677--3681},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu19_PairKSVD.pdf}
}
@inproceedings{IS17_ifac,
author = {\textbf{P. Irofti} and Stoican, F.},
title = {Dictionary Learning Strategies for Sensor
Placement and Leakage Isolation in Water Networks},
booktitle = {The 20th World Congress of the International Federation of
Automatic Control},
year = {2017},
pages = {1589--1594},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiStoican17_WaterSensorsDL.pdf}
}
@inproceedings{DI16_LRR,
author = {Dumitrescu, B. and \textbf{P. Irofti}},
title = {Low Dimensional Subspace Finding via Size-Reducing Dictionary
Learning},
booktitle = {2016 IEEE International Workshop on Machine Learning for Signal
Processing (MLSP)},
year = {2016},
pages = {1--6},
url = {http://cs.unibuc.ro/~pirofti/papers/DumitrescuIrofti16_SubspaceDL.pdf}
}
@inproceedings{ID16_jacobi,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {Overcomplete Dictionary Learning with Jacobi Atom Updates},
booktitle = {39th International Conference on Telecommunications and Signal
Processing},
year = {2016},
pages = {421--424},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu16_ParallelAtoms.pdf}
}
@inproceedings{ID16_dlreg,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {Regularized Algorithms for Dictionary Learning},
booktitle = {2016 International Conference on Communications (COMM)},
year = {2016},
pages = {439--442},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu16_DLReg.pdf}
}
@inproceedings{Irofti15_composite,
author = {\textbf{P. Irofti}},
title = {Sparse Denoising with Learned Composite Structured Dictionaries},
booktitle = {19th International Conference on System Theory, Control and
Computing},
year = {2015},
pages = {331--336},
url = {http://cs.unibuc.ro/~pirofti/papers/Irofti15_Composite.pdf}
}
@inproceedings{ID15_cosparse,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {Cosparse Dictionary Learning for the Orthogonal Case},
booktitle = {19th International Conference on System Theory, Control and
Computing},
year = {2015},
pages = {343--347},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu15_Cosparse.pdf}
}
@inproceedings{ID15_reps,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {Overcomplete Dictionary Design:
the Impact of the Sparse Representation Algorithm},
booktitle = {The 20th International Conference on Control Systems and Computer
Science},
year = {2015},
pages = {901--908},
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu15_SpRepr.pdf}
}
@inproceedings{ID14,
author = {\textbf{P. Irofti} and Dumitrescu, B.},
title = {{GPU} Parallel Implementation of the Approximate {K-SVD} Algorithm
Using {OpenCL}},
booktitle = {22nd European Signal Processing Conference},
year = {2014},
pages = {271--275 },
url = {http://cs.unibuc.ro/~pirofti/papers/IroftiDumitrescu14_ParallelKSVD.pdf}
}