Kirubavathi Venkatesh

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Publications (32)

• XNFT: Explainable network flow transformer for transparent detection of DDoS attacks in real-world networks
  Computer Networks 2026 DOI: 10.1016/j.comnet.2026.112224
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• Intelligent Detection of Physical Activity and Functional Fitness Level Using Smartphone Sensors by Deep Learning Techniques
  2026 DOI: 10.1201/9781003676812-19
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• DistilXIDS: Efficient, lightweight and explainable transformer-based language model for real-time network intrusion detection
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2025.132398
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• Explainable Ensemble Learning for Robust Android Malware Detection
  SECURITY AND PRIVACY 2026 DOI: 10.1002/spy2.70206
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• A Privacy-Preserving Federated Hybrid Intrusion Detection System for MQTT-Based IoT Networks Using SHAP–Mutual Information Feature Selection
  2026 DOI: 10.1109/CCIC68129.2026.11486056
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• Domain-Adaptive Intrusion Detection Using Optimized Features and Stacked Ensemble Learning
  2026 DOI: 10.1109/CCIC68129.2026.11485968
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• Hybrid Semantic and Structural Model for Android Malware Detection Using Transformer Embeddings and Graph Neural Networks
  2026 DOI: 10.1109/CCIC68129.2026.11485936
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• FRX-IDS: An explainable intrusion detection framework with tamper-evident alert evidence logging
  Array 2026 DOI: 10.1016/j.array.2026.101089
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• Composition and Adaptation of Ensemble Learning for Android Malware Detection
  2025 DOI: 10.1007/978-981-96-3284-8_35
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• Optimized Deep Learning Technique for the Effective Detection of Windows PE Malware
  2025 DOI: 10.1007/978-3-031-73494-6_27
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