Frontiers in Big Data | Cybersecurity and Privacy

Original Research

Accepted on 07 May 2026

Inner Layer Security Reinforcement for Instant Payment Systems: A Dual Layer Encryption-Steganography Evaluation in Brunei's Digital Payment Context

in Cybersecurity and Privacy

Ampuan Shazani Ampuan Haji Sadikin
Heru Susanto

Frontiers in Big Data

105 views

Original Research

Accepted on 04 May 2026

Interpretable Intrusion Detection for IoT: A CNN-BiLSTM Permutation Importance Framework for Deep Feature Selection

in Cybersecurity and Privacy

Ibraahim AL-Shibly
Llorenc¸ Burgas
Joaquim Massana

Frontiers in Big Data

181 views

Perspective

Published on 01 May 2026

Strategic cyber intelligence with advanced analytics in Latin America: a perspective

in Cybersecurity and Privacy

Tamara Briones-Lascano
Vanessa Vergara-Lozano
Alex Miranda-Andrade

Frontiers in Big Data

doi 10.3389/fdata.2026.1733733

409 views

Original Research

Published on 28 Apr 2026

Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm

in Cybersecurity and Privacy

Sujan Kumar Mohanty
Satyajit Rath
Satya Ranjan Sahu
Bikram Kumar Parida
Rakesh Chandra Balabantaray

Frontiers in Big Data

doi 10.3389/fdata.2026.1821270

533 views

Original Research

Published on 24 Apr 2026

Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection

in Cybersecurity and Privacy

Juan Antonio González-Ramos
Pablo Chamoso

Frontiers in Big Data

doi 10.3389/fdata.2026.1768366

688 views

Original Research

Accepted on 17 Apr 2026

KATENA: A Verifiable Governance Architecture for Encrypted Cloud Storage Systems

in Cybersecurity and Privacy

Jesús F. Rodríguez-Aragón
Carolina Zato
Francisco Pinto-Santos
Lorena Sánchez-Pravos

Frontiers in Big Data

288 views

Original Research

Published on 27 Feb 2026

Spatiotemporal deep learning framework for predictive behavioral threat detection in surveillance footage

in Cybersecurity and Privacy

Asha Aruna Sheela Matta
Venkata Purna Chandra Sekhara Rao Manukonda

Frontiers in Big Data

doi 10.3389/fdata.2026.1770989

650 views

Original Research

Published on 09 Feb 2026

Federated learning for teacher data privacy protection: a study in the context of the PIPL

in Cybersecurity and Privacy

Shanwei Chen
Xiu Zhi Qi
Xue Hui Han
Zhao Chen Fan
Le Le Wang

Frontiers in Big Data

doi 10.3389/fdata.2026.1681382

1,028 views
1 citation

Original Research

Published on 22 Jan 2026

EnDuSecFed: an ensemble approach for privacy preserving Federated Learning with dual-security framework for sustainable healthcare

in Cybersecurity and Privacy

Bela Shrimali
Jenil Gajjar
Swapnoneel Roy
Sanjay Patel
Kanu Patel
Ramesh Ram Naik

Frontiers in Big Data

doi 10.3389/fdata.2025.1659026

1,578 views

Original Research

Published on 18 Dec 2025

Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection

in Cybersecurity and Privacy

Muhammad Nauman
Hafiz Muhammad Usman Akhtar
Huseyn Gorbani
Muhammad Hadi Ul Hassan
Muhammad A. B. Fayyaz

Frontiers in Big Data

doi 10.3389/fdata.2025.1688091

3,666 views

Original Research

Published on 18 Dec 2025

Privacy protection method for ADS-B air traffic control data based on convolutional neural network and symmetric encryption

in Cybersecurity and Privacy

Changsheng Ma
Ruchun Jia
Jing Lou
Mingqian Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1683027

2,452 views

Original Research

Published on 10 Dec 2025

Detecting anti-forensic deepfakes with identity-aware multi-branch networks

in Cybersecurity and Privacy

Mingyu Zhu
Jun Long

Frontiers in Big Data

doi 10.3389/fdata.2025.1720525

2,030 views
1 citation

Original Research

Published on 05 Dec 2025

Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization

in Cybersecurity and Privacy

Jenisha Rachel
Ezhilmaran Devarasan

Frontiers in Big Data

doi 10.3389/fdata.2025.1641714

1,290 views
1 citation

Original Research

Published on 19 Nov 2025

Robust detection framework for adversarial threats in Autonomous Vehicle Platooning

in Cybersecurity and Privacy

Stephanie Ness

Frontiers in Big Data

doi 10.3389/fdata.2025.1617978

2,285 views

Original Research

Published on 18 Nov 2025

CrossDF: improving cross-domain deepfake detection with deep information decomposition

in Cybersecurity and Privacy

Shanmin Yang
Hui Guo
Shu Hu
Bin Zhu
Ying Fu
Siwei Lyu
Xi Wu
Xin Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1669488

3,706 views
3 citations

Conceptual Analysis

Published on 04 Nov 2025

Towards the neuromorphic Cyber-Twin: an architecture for cognitive defense in digital twin ecosystems

in Cybersecurity and Privacy

Nida Nasir
Hussam Al Hamadi

Frontiers in Big Data

doi 10.3389/fdata.2025.1659757

3,426 views
2 citations

Original Research

Published on 20 Oct 2025

Research on fault-tolerant decision algorithm for data security automation

in Cybersecurity and Privacy

Jianxin Li
Ruchun Jia
Ning Xiang
Yizhun Tian

Frontiers in Big Data

doi 10.3389/fdata.2025.1600540

1,528 views

Original Research

Published on 30 Sep 2025

Domain-independent deception: a new taxonomy and linguistic analysis

in Cybersecurity and Privacy

Rakesh M. Verma
Nachum Dershowitz
Victor Zeng
Dainis Boumber
Xuting Liu

Frontiers in Big Data

doi 10.3389/fdata.2025.1581734

2,633 views
1 citation

Methods

Published on 10 Sep 2025

Secure aggregation of sufficiently many private inputs

in Cybersecurity and Privacy

Thijs Veugen
Gabriele Spini
Frank Muller

Frontiers in Big Data

doi 10.3389/fdata.2025.1638307

2,526 views

Original Research

Published on 14 May 2025

Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization

in Cybersecurity and Privacy

Mohamed Abd Elaziz
Ibrahim A. Fares
Abdelghani Dahou
Mansour Shrahili

Frontiers in Big Data

doi 10.3389/fdata.2025.1526480

7,880 views
15 citations

Review

Published on 16 Apr 2025

Safeguarding digital livestock farming - a comprehensive cybersecurity roadmap for dairy and poultry industries

in Cybersecurity and Privacy

Suresh Neethirajan

Frontiers in Big Data

doi 10.3389/fdata.2025.1556157

9,788 views
16 citations

Original Research

Published on 04 Apr 2025

Big data and personal information privacy in developing countries: insights from Kenya

in Cybersecurity and Privacy

Johnson Masinde
Franklin Mugambi
Daniel Wambiri Muthee

Frontiers in Big Data

doi 10.3389/fdata.2025.1532362

6,599 views
3 citations

Original Research

Published on 06 Feb 2025

Big data analytics and AI as success factors for online video streaming platforms

in Cybersecurity and Privacy

Muhammad Arshad
Choo Wou Onn
Ashfaq Ahmad
Goabaone Mogwe

Frontiers in Big Data

doi 10.3389/fdata.2025.1513027

16,508 views
9 citations

Editorial

Published on 07 Jan 2025

Editorial: Cybersecurity and artificial intelligence: advances, challenges, opportunities, threats

in Cybersecurity and Privacy

Pavlos Papadopoulos
Sokratis Katsikas
Nikolaos Pitropakis

Frontiers in Big Data

doi 10.3389/fdata.2024.1537878

3,361 views
3 citations

72 articles

articles

Inner Layer Security Reinforcement for Instant Payment Systems: A Dual Layer Encryption-Steganography Evaluation in Brunei's Digital Payment Context

Interpretable Intrusion Detection for IoT: A CNN-BiLSTM Permutation Importance Framework for Deep Feature Selection

Strategic cyber intelligence with advanced analytics in Latin America: a perspective

Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm

Beyond performance metrics: evaluating the unique value of generative AI in hybrid cybersecurity threat detection

KATENA: A Verifiable Governance Architecture for Encrypted Cloud Storage Systems

Spatiotemporal deep learning framework for predictive behavioral threat detection in surveillance footage

Federated learning for teacher data privacy protection: a study in the context of the PIPL

EnDuSecFed: an ensemble approach for privacy preserving Federated Learning with dual-security framework for sustainable healthcare

Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection

Privacy protection method for ADS-B air traffic control data based on convolutional neural network and symmetric encryption

Detecting anti-forensic deepfakes with identity-aware multi-branch networks

Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization

Robust detection framework for adversarial threats in Autonomous Vehicle Platooning

CrossDF: improving cross-domain deepfake detection with deep information decomposition

Towards the neuromorphic Cyber-Twin: an architecture for cognitive defense in digital twin ecosystems

Research on fault-tolerant decision algorithm for data security automation

Domain-independent deception: a new taxonomy and linguistic analysis

Secure aggregation of sufficiently many private inputs

Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization

Safeguarding digital livestock farming - a comprehensive cybersecurity roadmap for dairy and poultry industries

Big data and personal information privacy in developing countries: insights from Kenya

Big data analytics and AI as success factors for online video streaming platforms

Editorial: Cybersecurity and artificial intelligence: advances, challenges, opportunities, threats