Issued Patents 2025
Showing 1–16 of 16 patents
| Patent # | Title | Co-Inventors | Date |
|---|---|---|---|
| 12425419 | Lightweight attacker identification method for federated learning with secure byzantine-robust aggregation via clustering | Pablo Nascimento da Silva, Maira Beatriz Hernandez Moran | 2025-09-23 |
| 12418551 | Efficient entropy-guided byzantine attacker identification in federated learning | Pablo Nascimento da Silva, Maira Beatriz Hernandez Moran | 2025-09-16 |
| 12373019 | Recommendation framework of model and hardware for energy-efficient machine learning workloads | Victor da Cruz Ferreira, Vítor Nascimento Lourenço, Thais Luca Marques de Almeida, Claudio Romero | 2025-07-29 |
| 12372374 | Orchestration of action-input representations for decision making in edge environments | Vinicius Michel Gottin, Pablo Nascimento da Silva, Werner Spolidoro Freund, Julia Drummond Noce | 2025-07-29 |
| 12361315 | Fast converging gradient compressor for federated learning | Pablo Nascimento da Silva, Tiago Salviano Calmon, Roberto Nery Stelling Neto, Vinicius Michel Gottin | 2025-07-15 |
| 12360196 | Peer-based positioning of mobile devices | Nalinkumar Mistry, Pablo Nascimento da Silva, Vinicius Michel Gottin | 2025-07-15 |
| 12353604 | Detecting client isolation attacks in federated learning through overfitting monitoring | Maira Beatriz Hernandez Moran, Pablo Nascimento da Silva | 2025-07-08 |
| 12346337 | Advanced hybrid search syntax for power user content retrieval | Iam Palatnik de Sousa, David Burth Kurka, Karen Braga Enes, Pedro Chem, Vicente J.P. Amorim | 2025-07-01 |
| 12321390 | So-map: a semantic-aware algorithm for optimizing the representation structure of Octomaps | Werner Spolidoro Freund, Pablo Nascimento da Silva, Vinicius Michel Gottin, Julia Drummond Noce | 2025-06-03 |
| 12309665 | Edge-enabled trajectory map generation | Vinicius Michel Gottin, Pablo Nascimento da Silva | 2025-05-20 |
| 12298423 | Event detection on far edge mobile devices using delayed positioning data | Vinicius Michel Gottin, Eric L. Caron, Nalinkumar Mistry, Pablo Nascimento da Silva | 2025-05-13 |
| 12298953 | Hybrid machine learning model training and deployment to mobile edge devices | Julia Drummond Noce, Isabella Costa Maia | 2025-05-13 |
| 12299398 | Table column identification using machine learning | Rômulo Teixeira de Abreu Pinho, Vinicius Michel Gottin, Pablo Nascimento da Silva | 2025-05-13 |
| 12242371 | Bootstrap method for continuous deployment in cross-customer model management | Vinicius Michel Gottin, Pablo Nascimento da Silva | 2025-03-04 |
| 12231500 | Exploiting structure in environment sensor dynamics for real-time maximization of information gain | Werner Spolidoro Freund, Julia Drummond Noce | 2025-02-18 |
| 12225023 | Revealing byzantine attackers through smart re-clustering in federated learning | Pablo Nascimento da Silva, Maira Beatriz Hernandez Moran | 2025-02-11 |