Paulo Freitas de Araujo-Filho

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Bayesian Neural Network for Robust Automatic Modulation Classification: Mitigating Adversarial Amplification.
IEEE Internet Things J.
Mohamed Chiheb Ben Nasr, Paulo Freitas de Araujo-Filho, Georges Kaddoum, Azzam Mourad
2024 J jnl
Multi-stage deep learning-based intrusion detection system for automotive Ethernet networks.
Ad Hoc Networks
Luigi F. Marques da Luz, Paulo Freitas de Araujo-Filho, Divanilson R. Campelo
2024 J jnl
Projected Natural Gradient Method: Unveiling Low-Power Perturbation Vulnerabilities in Deep-Learning-Based Automatic Modulation Classification.
IEEE Internet Things J.
Mohamed Chiheb Ben Nasr, Paulo Freitas de Araujo-Filho, Georges Kaddoum, Azzam Mourad
2023 J jnl
Defending Wireless Receivers Against Adversarial Attacks on Modulation Classifiers.
IEEE Internet Things J.
Paulo Freitas de Araujo-Filho, Georges Kaddoum, Mohamed Chiheb Ben Nasr, Henrique F. Arcoverde, Divanilson R. Campelo
2023 — conf
Multi-Criteria Optimized Deep Learning-based Intrusion Detection System for Detecting Cyberattacks in Automotive Ethernet Networks.
SBRC
Luigi F. Marques da Luz, Paulo Freitas de Araujo-Filho, Divanilson R. Campelo
2023 J jnl
Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self-Attention.
IEEE Trans. Netw. Serv. Manag.
Paulo Freitas de Araujo-Filho, Mohamed Naili, Georges Kaddoum, Emmanuel Thepie Fapi, Zhongwen Zhu
2022 J jnl
Deep Unfolding Network for PAPR Reduction in Multicarrier OFDM Systems.
IEEE Commun. Lett.
Minh Thang Nguyen, Georges Kaddoum, Bassant Selim, K. V. Srinivas, Paulo Freitas de Araujo-Filho
2022 — conf
Machine Learning-Based Intrusion Detection System for Automotive Ethernet: Detecting Cyber-Attacks with a Low-Cost Platform.
SBRC
Pedro Rafael X. do Carmo, Paulo Freitas de Araujo-Filho, Divanilson R. Campelo, Eduardo Freitas, Assis T. de Oliveira Filho, Djamel Fawzi Hadj Sadok
2022 J jnl
Multi-Objective GAN-Based Adversarial Attack Technique for Modulation Classifiers.
IEEE Commun. Lett.
Paulo Freitas de Araujo-Filho, Georges Kaddoum, Mohamed Naili, Emmanuel Thepie Fapi, Zhongwen Zhu
2021 J jnl
Adaptive Packet Padding Approach for Smart Home Networks: A Tradeoff Between Privacy and Performance.
IEEE Internet Things J.
Antônio J. Pinheiro, Paulo Freitas de Araujo-Filho, Jeandro de Mesquita Bezerra, Divanilson R. Campelo
2021 J jnl
An Efficient Intrusion Prevention System for CAN: Hindering Cyber-Attacks With a Low-Cost Platform.
IEEE Access
Paulo Freitas de Araujo-Filho, Antônio J. Pinheiro, Georges Kaddoum, Divanilson R. Campelo, Fabio L. Soares
2021 J jnl
Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment.
IEEE Internet Things J.
Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo, Aline Gondim Santos, David L. Macêdo, Cleber Zanchettin
2020 — conf
A Real-time Anomaly-based Intrusion Detection System for Automotive Controller Area Networks.
SBRC
Luís Felipe Prado D'Andrada, Paulo Freitas de Araujo-Filho, Divanilson R. Campelo
2018 — conf
Experimental Evaluation of Cryptography Overhead in Automotive Safety-Critical Communication.
VTC Spring
Edilson A. Silva, Paulo Freitas de Araujo-Filho, Divanilson R. Campelo