Vincenzo Matta

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 70

Top Venues

CoRR

ICASSP

EUSIPCO

IEEE Trans. Inf. Theory

Publications

Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Differential error feedback for communication-efficient decentralized learning. CoRR (2024)
Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Social Learning with Adaptive Models. ICASSP (2024)
Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed
Quantization for Decentralized Learning Under Subspace Constraints. IEEE Trans. Signal Process. 71 (2023)
Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
Learning From Heterogeneous Data Based on Social Interactions Over Graphs. IEEE Trans. Inf. Theory 69 (5) (2023)
Virginia Bordignon, Mert Kayaalp, Vincenzo Matta, Ali H. Sayed
Social Learning with Non-Bayesian Local Updates. EUSIPCO (2023)
Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Compressed Distributed Regression over Adaptive Networks. ICASSP (2023)
Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Memory-Aware Social Learning Under Partial Information Sharing. IEEE Trans. Signal Process. 71 (2023)
Michele Cirillo, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
The Role of Memory in Social Learning When Sharing Partial Opinions. ICASSP (2023)
Michele Cirillo, Vincenzo Matta, Ali H. Sayed
Estimating the Topology of Preferential Attachment Graphs Under Partial Observability. IEEE Trans. Inf. Theory 69 (2) (2023)
Michele Cirillo, Vincenzo Matta, Ali H. Sayed
Learning Dynamic Graphs under Partial Observability. ICASSP (2023)
Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Compressed Regression over Adaptive Networks. CoRR (2023)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Partial Information Sharing Over Social Learning Networks. IEEE Trans. Inf. Theory 69 (3) (2023)
Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Adaptive Diffusion with Compressed Communication. ICASSP (2022)
Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
Distributed Bayesian Learning of Dynamic States. CoRR (2022)
Michele Cirillo, Mario Di Mauro, Vincenzo Matta, Giuseppe Basileo
Cyber-Threat Propagation over Network-Slicing Architectures. ICASSP (2022)
Roula Nassif, Stefan Vlaski, Marc Antonini, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Finite Bit Quantization for Decentralized Learning Under Subspace Constraints. EUSIPCO (2022)
Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed
Quantization for decentralized learning under subspace constraints. CoRR (2022)
Michele Cirillo, Mario Di Mauro, Vincenzo Matta, Marco Tambasco
Application-Layer DDOS Attacks with Multiple Emulation Dictionaries. ICASSP (2021)
Michele Cirillo, Vincenzo Matta, Ali H. Sayed
Learning Bollobás-Riordan Graphs Under Partial Observability. ICASSP (2021)
Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
Network Classifiers Based on Social Learning. ICASSP (2021)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Adaptive Social Learning. IEEE Trans. Inf. Theory 67 (9) (2021)
Paolo Addesso, Mauro Barni, Mario Di Mauro, Vincenzo Matta
Adversarial Kendall's Model Towards Containment of Distributed Cyber-Threats. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Marco Carpentiero, Vincenzo Matta, Ali H. Sayed
Distributed Adaptive Learning Under Communication Constraints. CoRR (2021)
Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
Learning from Heterogeneous Data Based on Social Interactions over Graphs. CoRR (2021)
Michele Cirillo, Mario Di Mauro, Vincenzo Matta, Marco Tambasco
Botnet Identification in DDoS Attacks With Multiple Emulation Dictionaries. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Paolo Addesso, Michele Cirillo, Mario Di Mauro, Vincenzo Matta
ADVoIP: Adversarial Detection of Encrypted and Concealed VoIP. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Graph Learning Under Partial Observability. Proc. IEEE 108 (11) (2020)
Augusto Santos, Vincenzo Matta, Ali H. Sayed
Local Tomography of Large Networks Under the Low-Observability Regime. IEEE Trans. Inf. Theory 66 (1) (2020)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Adaptation in Online Social Learning. EUSIPCO (2020)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Adaptive Social Learning. CoRR (2020)
Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
Network Classifiers Based on Social Learning. CoRR (2020)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Social Learning with Partial Information Sharing. CoRR (2020)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Social Learning with Partial Information Sharing. ICASSP (2020)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Adaptation in Online Social Learning. CoRR (2020)
Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
Learning Graph Influence from Social Interactions. CoRR (2020)
Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
Learning Graph Influence from Social Interactions. ICASSP (2020)
Paolo Addesso, Michele Cirillo, Mario Di Mauro, Maurizio Longo, Vincenzo Matta
Adversarial Detection of Concealed VoIP Traffic. ICNC (2019)
Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
Social Learning with Partial Information Sharing. CoRR (2019)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks. ICASSP (2019)
Vincenzo Matta, Virginia Bordignon, Augusto Santos, Ali H. Sayed
Interplay between Topology and Social Learning over Weak Graphs. CoRR (2019)
Vincenzo Matta, Ali H. Sayed
Consistent Tomography Under Partial Observations Over Adaptive Networks. IEEE Trans. Inf. Theory 65 (1) (2019)
Augusto Santos, Vincenzo Matta, Ali H. Sayed
Topology Inference over Networks with Nonlinear Coupling. CoRR (2019)
Paolo Addesso, Vincenzo Matta
Managing Information Constraints Over Networks Through the Lens of Configuration Functions. IEEE Trans. Signal Inf. Process. over Networks 5 (4) (2019)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Inverse Graph Learning over Optimization Networks. CoRR (2019)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity? CoRR (2019)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Graph Learning with Partial Observations: Role of Degree Concentration. ISIT (2019)
Vincenzo Matta, Augusto Santos, Ali H. Sayed
Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper. ACSSC (2018)
Vincenzo Matta, Ali H. Sayed
Tomography of Adaptive Multi-Agent Networks Under Limited Observation. ICASSP (2018)
Guanyu Wang, Jiang Zhu, Rick S. Blum, Peter Willett, Stefano Maranò, Vincenzo Matta, Paolo Braca
Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples. IEEE Trans. Signal Process. 66 (16) (2018)
Augusto Santos, Vincenzo Matta, Ali H. Sayed
Divide-and-Conquer Tomography for Large-Scale Networks. DSW (2018)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo, Alfonso Farina
Multiple Cyber-Threats Containment Via Kendall's Birth-Death-Immigration Model. EUSIPCO (2018)
Augusto Santos, Vincenzo Matta, Ali H. Sayed
Consistent Tomography over Diffusion Networks under the Low-Observability Regime. ISIT (2018)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo, Alfonso Farina
Cyber-Threat Mitigation Exploiting the Birth-Death-Immigration Model. IEEE Trans. Inf. Forensics Secur. 13 (12) (2018)
Augusto Santos, Vincenzo Matta, Ali H. Sayed
Local Tomography of Large Networks under the Low-Observability Regime. CoRR (2018)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo
DDoS Attacks With Randomized Traffic Innovation: Botnet Identification Challenges and Strategies. IEEE Trans. Inf. Forensics Secur. 12 (8) (2017)
Vincenzo Matta, Ali H. Sayed
Consistent Tomography under Partial Observations over Adaptive Networks. CoRR (2017)
Massimo Franceschetti, Stefano Maranò, Vincenzo Matta
Chernoff Test for Strong-or-Weak Radar Models. IEEE Trans. Signal Process. 65 (2) (2017)
Stefano Maranò, Vincenzo Matta, Peter Willett, Paolo Braca, Rick S. Blum
Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations. ICASSP (2017)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo
Botnet identification in multi-clustered DDoS attacks. EUSIPCO (2017)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. EUSIPCO (2016)
Paolo Braca, Riccardo Lazzeretti, Stefano Maranò, Vincenzo Matta
Learning With Privacy in Consensus + Obfuscation. IEEE Signal Process. Lett. 23 (9) (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. CoRR (2016)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo
Botnet identification in randomized DDoS attacks. EUSIPCO (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. IEEE Trans. Inf. Theory 62 (8) (2016)
Vincenzo Matta, Mario Di Mauro, Maurizio Longo
DDoS Attacks with Randomized Traffic Innovation: Botnet Identification Challenges and Strategies. CoRR (2016)
Stefano Maranò, Vincenzo Matta, Peter Willett
The Importance of Being Earnest: Social Sensing With Unknown Agent Quality. IEEE Trans. Signal Inf. Process. over Networks 2 (3) (2016)
Stefano Maranò, Vincenzo Matta, Peter Willett
One plus two may not equal two plus one in a social sensing network with unknown parameters. ICASSP (2016)
Vincenzo Matta, Cédric Richard, Venkatesh Saligrama, Ali H. Sayed
Guest Editorial Inference and Learning over Networks. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett
Multisensor adaptive bayesian tracking under time-varying target detection probability. IEEE Trans. Aerosp. Electron. Syst. 52 (5) (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Stefano Maranò, Vincenzo Matta, Peter Willett
Sensor Network Tomography: The Revenge of the Detected. IEEE Trans. Signal Process. 63 (16) (2015)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Exact asymptotics of distributed detection over adaptive networks. ICASSP (2015)
Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett
Adaptive Bayesian tracking with unknown time-varying sensor network performance. ICASSP (2015)
Stefano Maranò, Vincenzo Matta, Peter Willett
How many bits from how many sensors? A trade-off in distributed nearest-neighbor learning. ICASSP (2014)
Paolo Braca, Ryan Goldhahn, Kevin D. LePage, Stefano Maranò, Vincenzo Matta, Peter Willett
Cognitive multistatic AUV networks. FUSION (2014)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed
Large deviations analysis of adaptive distributed detection. ICASSP (2014)
Stefano Maranò, Vincenzo Matta
Achieving Perfect Secrecy by pdf-Bandlimited Jamming. IEEE Signal Process. Lett. 21 (1) (2014)
Paolo Braca, Peter Willett, Kevin D. LePage, Stefano Maranò, Vincenzo Matta
Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity. IEEE Trans. Signal Process. 62 (7) (2014)
Ryan Goldhahn, Paolo Braca, Kevin D. LePage, Peter Willett, Stefano Maranò, Vincenzo Matta
Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity. ICASSP (2014)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed
Asymptotic Performance of Adaptive Distributed Detection over Networks. CoRR (2014)
Stefano Maranò, Vincenzo Matta, Peter Willett
Nearest-neighbor estimation in sensor networks. EUSIPCO (2014)
Stefano Maranò, Vincenzo Matta, Ting He, Lang Tong
The Embedding Capacity of Information Flows Under Renewal Traffic. IEEE Trans. Inf. Theory 59 (3) (2013)
Paolo Braca, Kevin D. LePage, Peter Willett, Stefano Maranò, Vincenzo Matta
Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity. FUSION (2013)
Stefano Maranò, Vincenzo Matta, Peter Willett
Nearest-Neighbor Distributed Learning by Ordered Transmissions. IEEE Trans. Signal Process. 61 (21) (2013)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation. IEEE J. Sel. Top. Signal Process. 7 (3) (2013)
Stefano Maranò, Vincenzo Matta, Peter Willett
Nearest-Neighbor distributed learning under communication constraints. ICASSP (2013)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
A linear complexity particle approach to the exact multi-sensor PHD. ICASSP (2013)
Stefano Maranò, Vincenzo Matta, Peter Willett
Decentralized nearest-neighbor learning over noisy channels: The uncoded way. FUSION (2013)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
Multitarget-multisensor ML and PHD: Some asymptotics. FUSION (2012)
Paolo Braca, Stefano Maranò, Vincenzo Matta
Single-Transmission Distributed Detection via Order Statistics. IEEE Trans. Signal Process. 60 (4) (2012)
Ramona Georgescu, Peter Willett, Stefano Maranò, Vincenzo Matta
Predetection Fusion in Large Sensor Networks with Unknown Target Locations. J. Adv. Inf. Fusion 7 (1) (2012)
Paolo Braca, Stefano Maranò, Vincenzo Matta
Asymptotic Properties of One-Bit Distributed Detection with Ordered Transmissions CoRR (2011)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
Consensus-based Page's test in sensor networks. Signal Process. 91 (4) (2011)
Paolo Braca, Stefano Maranò, Vincenzo Matta
Asymptotically consistent one-bit detection in large sensor networks. EUSIPCO (2011)
Stefano Maranò, Vincenzo Matta, Ting He, Lang Tong
The Embedding Capacity of Information Flows Under Renewal Traffic CoRR (2011)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
Quickest distributed detection via running consensus. EUSIPCO (2011)
Stefano Maranò, Vincenzo Matta, Ting He, Lang Tong
Embedding information flows into renewal traffic. ITW (2011)
Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett
Asymptotic optimality of running consensus in testing binary hypotheses. IEEE Trans. Signal Process. 58 (2) (2010)
Stefano Maranò, Vincenzo Matta, Fabio Mazzarella
The Bayesian unlucky broker. EUSIPCO (2010)
Marco Guerriero, Peter Willett, Stefano Maranò, Vincenzo Matta
Asymptotically optimal power-constrained distributed estimation. ICASSP (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vincenzo Matta