default author photo

Geraldo Rocha Filho

Universidade Estadual do Sudoeste da Bahia

SCHOLARLY PAPERS

5

DOWNLOADS

291

TOTAL CITATIONS

3

Scholarly Papers (5)

1.

F-Nids - a Network Intrusion Detection System Based on Federated Learning

Number of pages: 23 Posted: 05 Jun 2023
Universidade de Brasília (UnB), Universidade Estadual do Sudoeste da Bahia, affiliation not provided to SSRN, Universidade de Brasília (UnB), affiliation not provided to SSRN and Universidade de Brasília (UnB)
Downloads 211 (362,957)
Citation 3

Abstract:

Loading...

Network Intrusion Detection System, federated learning, Distributed Computing

2.

Horus-Cds: The Digital Eye on Smart Grid Security

Number of pages: 14 Posted: 08 Aug 2025
Universidade de Brasilia, Universidade Estadual do Sudoeste da Bahia, Universidade de Brasília (UnB), Universidade de Brasília (UnB), affiliation not provided to SSRN and Universidade Estadual do Sudoeste da Bahia
Downloads 31 (1,304,549)

Abstract:

Loading...

Smart grids, Cybersecurity, Distributed Denial of Service, Distributed Denial of Control, Temporal Neural Networks

3.

Failure Detection in Web Applications with User Behavior Data: An Approach Based on Web Analytics

Number of pages: 28 Posted: 07 Nov 2025
Universidade de Brasilia, Universidade de Brasília (UnB), Universidade Estadual do Sudoeste da Bahia, affiliation not provided to SSRN, Universidade de Brasília (UnB) and Universidade de Brasília (UnB)
Downloads 30 (1,332,057)

Abstract:

Loading...

Mobile application, Web analytics, Failure detection, LSTM

4.

From Pattern Recognition to Multimodal Reasoning: Evaluating Few-Shot MLLM and ViT for LULC Classification in the Brazilian Cerrado

Number of pages: 23 Posted: 14 Apr 2026
Liriam Enamoto, Li Weigang and Geraldo Rocha Filho
affiliation not provided to SSRN, Universidade de Brasília (UnB) and Universidade Estadual do Sudoeste da Bahia
Downloads 13 (1,541,665)

Abstract:

Loading...

Remote Sensing, Vision Transformers, Multimodal Large Language Models, Brazilian Cerrado, Land Use and Land Cover

5.

FaaS Forecasting: Predicting Runtime & Cost with Machine Learning in Orama Framework

Number of pages: 31 Posted: 12 Feb 2026
Universidade de Brasília (UnB), Universidade Estadual do Sudoeste da Bahia and Universidade de Brasília (UnB)
Downloads 6 (1,571,455)

Abstract:

Loading...

Function-as-a-Service, Runtime Prediction, Machine Learning, LSTM, BLSTM, Halstead Complexity