Review
Accepted on 13 Aug 2026
AI-Driven Cybersecurity for Industrial Internet of Things: Architectures, Challenges, Datasets, and Future Research Directions
in Cybersecurity and Privacy
Frontiers in Big Data
- 236 views
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80 articles
articles
Original Research
Published on 12 Aug 2026
Enhancing IoT botnet detection with explainable ensemble learning
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1811967
- 1,130 views
Original Research
Accepted on 07 Aug 2026
HyperIDS: A Hypergraph Learning and Quantum-Inspired Transformer Ensemble Framework for IoT Intrusion Detection
in Cybersecurity and Privacy
Frontiers in Big Data
- 669 views
Original Research
Accepted on 30 Jul 2026
IOTTRUST: Graph-Based Anomaly Detection for IoT Intrusion Using Network Flow Topology and Community Structure Analysis on UNSW-NB15
in Cybersecurity and Privacy
Frontiers in Big Data
- 342 views
Original Research
Published on 22 Jul 2026
A cost-sensitive random forest framework for ARP spoofing detection in Internet of Medical Things networks
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1878242
- 861 views
Review
Published on 10 Jul 2026
A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directions
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1878260
- 2,048 views
Original Research
Published on 07 Jul 2026
Cross-model evaluation of phishing detectors against LLM-generated emails
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1883452
- 1,468 views
Original Research
Published on 23 Jun 2026
Adaptive class-aware feature selection for high-dimensional and imbalanced multi-class network intrusion detection
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1871346
- 1,186 views
Original Research
Published on 17 Jun 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
Frontiers in Big Data
doi 10.3389/fdata.2026.1826953
- 1,185 views
Original Research
Published on 22 May 2026
Interpretable intrusion detection for IoT: a CNN-BiLSTM permutation importance framework for deep feature selection
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1813265
- 1,675 views
Original Research
Published on 15 May 2026
KATENA: a verifiable governance architecture for encrypted cloud storage systems
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1829960
- 1,406 views
Perspective
Published on 01 May 2026
Strategic cyber intelligence with advanced analytics in Latin America: a perspective
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1733733
- 1,664 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
Frontiers in Big Data
doi 10.3389/fdata.2026.1821270
- 1,519 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
Frontiers in Big Data
doi 10.3389/fdata.2026.1768366
- 2,302 views
Original Research
Published on 27 Feb 2026
Spatiotemporal deep learning framework for predictive behavioral threat detection in surveillance footage
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1770989
- 1,770 views
- 1 citation
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
Frontiers in Big Data
doi 10.3389/fdata.2026.1681382
- 2,546 views
- 2 citations
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
Frontiers in Big Data
doi 10.3389/fdata.2025.1659026
- 3,144 views
- 1 citation
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
Frontiers in Big Data
doi 10.3389/fdata.2025.1688091
- 5,392 views
- 1 citation
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
Frontiers in Big Data
doi 10.3389/fdata.2025.1683027
- 3,425 views
Original Research
Published on 10 Dec 2025
Detecting anti-forensic deepfakes with identity-aware multi-branch networks
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2025.1720525
- 3,966 views
- 2 citations
Original Research
Published on 05 Dec 2025
Robust contactless fingerprint authentication using dolphin optimization and SVM hybridization
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2025.1641714
- 2,088 views
- 2 citations
Original Research
Published on 19 Nov 2025
Robust detection framework for adversarial threats in Autonomous Vehicle Platooning
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2025.1617978
- 3,377 views
- 17 citations
Original Research
Published on 18 Nov 2025
CrossDF: improving cross-domain deepfake detection with deep information decomposition
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2025.1669488
- 6,053 views
- 7 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
Frontiers in Big Data
doi 10.3389/fdata.2025.1659757
- 5,556 views
- 2 citations