Hybrid approach to intrusion detection in fog-based IoT environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato B. Machado; João Bosco Mangueira Sobral; Gustavo dos Santos Vieira (Comput. Networks, 2020)

Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato B. Machado (Comput. Electr. Eng., 2022)

Intrusion detection and prevention in fog based IoT environments: A systematic literature review. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato Bobsin Machado; Leandro Loffi; Carla Merkle Westphall; Guilherme Arthur Geronimo (Comput. Networks, 2022)

Characteristics and Main Threats about Multi-Factor Authentication: A Survey. - Wesley dos Reis Bezerra; Cristiano Antonio de Souza; Carla Merkle Westphall; Carlos Becker Westphall (CoRR, 2022)

A Bibliometrics Analysis on 28 years of Authentication and Threat Model Area. - Wesley dos Reis Bezerra; Cristiano Antonio de Souza; Carla Merkle Westphall; Carlos Becker Westphall (CoRR, 2022)

An Experimentation on CoAP Multi Factor Authentication Mechanism with Reputation for Internet of Things Constrained Devices and Low Power Wide Area Network. - Wesley dos Reis Bezerra; Ricardo do Nascimento Boing; Cristiano Antonio de Souza; Carlos Becker Westphall (ICOIN, 2023)

DNNET-Ensemble approach to detecting and identifying attacks in IoT environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Jean Douglas Gomes Valencio; Renato B. Machado; Wesley dos Reis Bezerra (SBRC, 2023)

Hierarchical multistep approach for intrusion detection and identification in IoT and Fog computing-based environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Jean Douglas Gomes Valencio; Renato Bobsin Machado; Wesley dos Reis Bezerra (Ad Hoc Networks, 2024)

Management of the Chain of Custody of Digital Evidence Using Blockchain and Self-Sovereign Identities: A Systematic Literature Review. - Leandro Loffi; Gerson Luiz Camillo; Cristiano Antonio de Souza; Carla Merkle Westphall; Carlos Becker Westphall (IEEE Access, 2025)

Detecting attacks in Fog and cloud computing environments using Deep Learning: A systematic literature review. - Erivan Laranjeira Pimentel; Cristiano Antonio de Souza; Carlos Becker Westphall (Comput. Networks, 2025)