Vincenzo Carletti

56 papers A* 1B 3Journal 20Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph neural networks for IoT security: A comparative study. Internet Things Nicola Capuano, Vincenzo Carletti, Pasquale Foggia, Francesco Rosa, Mario Vento
2026	J	`jnl`	Real-Time Fire Detection From Video Surveillance Cameras: Where Are We Now? IEEE Access Vincenzo Carletti, Antonio Greco, Alessia Saggese, Bruno Vento
2025	J	`jnl`	Detecting malicious IoT network communication through Graph Neural Networks in real-world conditions. Pattern Recognit. Lett. Vincenzo Carletti, Pasquale Foggia, Francesco Rosa, Mario Vento
2025	—	`conf`	Evaluating Large Language Models for Vulnerability Detection Under Realistic Conditions. ARES (EU Projects Symposium Workshops 2) Vincenzo Carletti, Pasquale Foggia, Carlo Mazzocca, Giuseppe Parrella, Mario Vento
2025	J	`jnl`	GUIDE: Enhancing Gradient Inversion Attacks in Federated Learning with Denoising Models. CoRR Vincenzo Carletti, Pasquale Foggia, Carlo Mazzocca, Giuseppe Parrella, Mario Vento
2025	—	`ed.`	Graph-Based Representations in Pattern Recognition - 14th IAPR-TC-15 International Workshop, GbRPR 2025, Caen, France, June 25-27, 2025, Proceedings GbRPR Luc Brun, Vincenzo Carletti, Sébastien Bougleux, Benoit Gaüzère
2025	J	`jnl`	Improving safety through advanced obstacle detection at railway level crossings. J. Ambient Intell. Humaniz. Comput. Vincenzo Carletti, Antonio Greco, Alessia Saggese, Bruno Vento
2025	—	`conf`	Leveraging Open-Source LLMs for Zero-Shot Vulnerability Detection: A Comparative Analysis. AINA (5) Nicola Capuano, Vincenzo Carletti, Pasquale Foggia, Giuseppe Parrella, Mario Vento
2025	—	`conf`	Leveraging Vision-Language Models for Improving Detection of Obstacles on Railway Tracks. CAIP (2) Vincenzo Carletti, Antonio Greco, Alessia Saggese, Camilla Spingola, Bruno Vento
2025	—	`conf`	Multi-modal Human-Robot Collaboration in Production Lines Through Speech Commands and Gestures. CAIP (2) Vincenzo Carletti, Antonio Greco, Domenico Longobardi, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
2025	J	`jnl`	On the Detectability of Active Gradient Inversion Attacks in Federated Learning. CoRR Vincenzo Carletti, Pasquale Foggia, Carlo Mazzocca, Giuseppe Parrella, Mario Vento
2025	A*	`conf`	SoK: Gradient Inversion Attacks in Federated Learning. USENIX Security Symposium Vincenzo Carletti, Pasquale Foggia, Carlo Mazzocca, Giuseppe Parrella, Mario Vento
2025	—	`conf`	VF-GPU: Exploiting Parallel GPU Architectures to Solve Subgraph Isomorphism. GbRPR Vincenzo Carletti, Pasquale Foggia, Francesco Rosa, Mario Vento
2024	J	`jnl`	A Smart Visual Sensor for Smoke Detection Based on Deep Neural Networks. Sensors Vincenzo Carletti, Antonio Greco, Alessia Saggese, Bruno Vento
2024	—	`conf`	Combining Deep Networks with Model-Based Scene Segmentation for Reliably Detecting Rocks on Railway Tracks. RTSI Vincenzo Carletti, Pasquale Foggia, Speranza Ranieri, Alessia Saggese, Camilla Spingola, Mario Vento
2024	—	`conf`	Enhancing IoT Network Security with Graph Neural Networks for Node Anomaly Detection. S+SSPR Vincenzo Carletti, Pasquale Foggia, Francesco Rosa, Mario Vento
2024	—	`conf`	Enhancing Safety by Obstacle Detection at Railway Level Crossings. RTSI Vincenzo Carletti, Antonio Greco, Alessia Saggese, Bruno Vento
2024	J	`jnl`	Facial Soft-biometrics Obfuscation through Adversarial Attacks. ACM Trans. Multim. Comput. Commun. Appl. Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
2024	—	`conf`	Onboard Vision Based System for Automatic Rock Detection on Rail Tracks. ICPR (Workshops and Challenges, 6) Vincenzo Carletti, Pasquale Foggia, Speranza Ranieri, Alessia Saggese, Camilla Spingola, Mario Vento
2024	—	`conf`	Predicting Source Code Vulnerabilities Using Deep Learning: A Fair Comparison on Real Data. ITASEC Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
2024	J	`jnl`	Robust speech command recognition in challenging industrial environments. Comput. Commun. Stefano Bini, Vincenzo Carletti, Alessia Saggese, Mario Vento
2023	—	`conf`	Detecting Abnormal Communication Patterns in IoT Networks Using Graph Neural Networks. GbRPR Vincenzo Carletti, Pasquale Foggia, Mario Vento
2023	—	`ed.`	Graph-Based Representations in Pattern Recognition - 13th IAPR-TC-15 International Workshop, GbRPR 2023, Vietri sul Mare, Italy, September 6-8, 2023, Proceedings GbRPR Mario Vento, Pasquale Foggia, Donatello Conte, Vincenzo Carletti
2023	J	`jnl`	Speech and Gesture Command Recognition to Improve Human-Robot Interaction in Manual Assembly Lines. ERCIM News Mario Vento, Antonio Greco, Vincenzo Carletti
2022	—	`conf`	Attention-based Gender Recognition on Masked Faces. VISIGRAPP (5: VISAPP) Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2021	—	`conf`	Robustness Evaluation of Convolutional Neural Networks for Malware Classification. ITASEC Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2021	J	`jnl`	Two parallel versions of VF3: Performance analysis on a wide database of graphs. Pattern Recognit. Lett. Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Pierluigi Ritrovato, Mario Vento
2020	J	`jnl`	Age from Faces in the Deep Learning Revolution. IEEE Trans. Pattern Anal. Mach. Intell. Vincenzo Carletti, Antonio Greco, Gennaro Percannella, Mario Vento
2020	J	`jnl`	An effective real time gender recognition system for smart cameras. J. Ambient Intell. Humaniz. Comput. Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2020	J	`jnl`	An intelligent flying system for automatic detection of faults in photovoltaic plants. J. Ambient Intell. Humaniz. Comput. Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2020	J	`jnl`	Comparing performance of graph matching algorithms on huge graphs. Pattern Recognit. Lett. Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
2020	—	`conf`	Parallel Subgraph Isomorphism on Multi-core Architectures: A Comparison of Four Strategies Based on Tree Search. S+SSPR Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Mario Vento
2020	—	`conf`	Predicting Polypharmacy Side Effects Through a Relation-Wise Graph Attention Network. S+SSPR Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Antonio Roberto, Mario Vento
2019	—	`conf`	A Parallel Algorithm for Subgraph Isomorphism. GbRPR Vincenzo Carletti, Pasquale Foggia, Pierluigi Ritrovato, Mario Vento, Vincenzo Vigilante
2019	—	`conf`	Graph-Based Representations for Supporting Genome Data Analysis and Visualization: Opportunities and Challenges. GbRPR Vincenzo Carletti, Pasquale Foggia, Erik Garrison, Luca Greco, Pierluigi Ritrovato, Mario Vento
2019	J	`jnl`	VF3-Light: A lightweight subgraph isomorphism algorithm and its experimental evaluation. Pattern Recognit. Lett. Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Mario Vento, Vincenzo Vigilante
2018	—	`conf`	A Wearable Embedded System for Detecting Accidents while Running. VISIGRAPP (4: VISAPP) Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
2018	J	`jnl`	Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3. IEEE Trans. Pattern Anal. Mach. Intell. Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
2018	J	`jnl`	Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction. IEEE Access Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2018	—	`conf`	The VF3-Light Subgraph Isomorphism Algorithm: When Doing Less Is More Effective. S+SSPR Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
2017	—	`conf`	A Smartphone-Based System for Detecting Falls Using Anomaly Detection. ICIAP (2) Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento
2017	B	`conf`	An efficient and effective method for people detection from top-view depth cameras. AVSS Vincenzo Carletti, Luca Del Pizzo, Gennaro Percannella, Mario Vento
2017	—	`conf`	Benchmarking Two Algorithms for People Detection from Top-View Depth Cameras. ICIAP (1) Vincenzo Carletti, Luca Del Pizzo, Gennaro Percannella, Mario Vento
2017	J	`jnl`	Graph edit distance as a quadratic assignment problem. Pattern Recognit. Lett. Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
2017	—	`conf`	Introducing VF3: A New Algorithm for Subgraph Isomorphism. GbRPR Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento
2016	—	`—`	Exact and Inexact Methods for Graph Similarity in Structural Pattern RecognitionPhD thesis of Vincenzo Carletti. (Méthodes exactes et inexactes pour mesurer la similarité de graphes en reconnaissance structurelle de formes. ). Vincenzo Carletti
2015	J	`jnl`	A Quadratic Assignment Formulation of the Graph Edit Distance. CoRR Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
2015	—	`conf`	Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance. GbRPR Vincenzo Carletti, Benoit Gaüzère, Luc Brun, Mario Vento
2015	B	`conf`	Automatic detection of long term parked cars. AVSS Vincenzo Carletti, Pasquale Foggia, Antonio Greco, Alessia Saggese, Mario Vento
2015	—	`conf`	Report on the First Contest on Graph Matching Algorithms for Pattern Search in Biological Databases. GbRPR Vincenzo Carletti, Pasquale Foggia, Mario Vento, Xiaoyi Jiang
2015	—	`conf`	VF2 Plus: An Improved version of VF2 for Biological Graphs. GbRPR Vincenzo Carletti, Pasquale Foggia, Mario Vento
2014	—	`conf`	A Semantic Reasoner Using Attributed Graphs Based on Intelligent Fusion of Security Multi-sources Information. AMMDS Vincenzo Carletti, Rosario Di Lascio, Pasquale Foggia, Mario Vento
2014	—	`conf`	Foreground Detection Optimization for SoCs embedded on Smart Cameras. ICDSC Vincenzo Carletti, Luca Del Pizzo, Gennaro Percannella, Mario Vento
2013	B	`conf`	Audio surveillance using a bag of aural words classifier. AVSS Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Nicola Strisciuglio, Mario Vento
2013	—	`conf`	Performance Comparison of Five Exact Graph Matching Algorithms on Biological Databases. ICIAP Workshops Vincenzo Carletti, Pasquale Foggia, Mario Vento
2013	—	`conf`	Recognition of Human Actions from RGB-D Videos Using a Reject Option. ICIAP Workshops Vincenzo Carletti, Pasquale Foggia, Gennaro Percannella, Alessia Saggese, Mario Vento