ISSN: 2994-5305
Editor: Stefano Cirillo

| Pages | Title and author(s) |
|---|---|
| 173-182 | A Smart Approach for Precise Fake News Detection Using Bi-Directional LSTM and Self-Attention Mechanism O. Jeba Singh, R. Remya, G. Dhivyasri, S. Manikandan, S. Rubin Bose Keywords: Fake News Detection; Bi-LSTM Networks; Self-Attention; Deep Learning; Data Ecosystem; Low Detection; Nuanced Cases; Long Short-Term Memory (LSTM); Manipulated News. DOI: 10.69888/FTSCL.2025.000484 |
| 183-197 | Crime Detection Using Lyrebird Optimization Algorithm-Based AdaHybridANet Classification K. Aravinda, V. Revathi, Thirumalraj Karthikeyan, S. Venkatasubramanian, Mykhailo Paslavskyi Keywords: Contrast Enhancement; Fast Local Laplacian Filter; Convolutional Neural Network; Vision Transformer; Lyrebird Optimisation Algorithm; Enhanced Non-Local Attention; Adaptive Hybrid Attention Network. DOI: 10.69888/FTSCL.2025.000485 |
| 198-212 | Automated Fruit Identification Using Modified AlexNet Feature Extraction-Based FSSATM Classifier M. Arunadevi Thirumalraj, B. Rajalakshmi, B. Santosh Kumar, S. Gopikha, Amarilys González García Keywords: Golden Jackal Optimisation Algorithm; Fruit Shift Self Attention; Transform Mechanism; Modified AlexNet; Automated Fruit Identification; Spatial Feature; Extraction Module; Spatial Position Encoding. DOI: 10.69888/FTSCL.2025.000486 |
| 213-226 | Advanced Fake News Detection Using BEOSA-Based and an Attentive Convolutional Transformer Rakesh Chandrashekar, Jayasheel Kumar, M. Arunadevi Thirumalraj, S. Gopikha, Prasanna R. Christodoss Keywords: Convolutional Neural Network; Fake News; Social Media; Term Frequency-Inverse Document Frequency; Bogus News; HTML Tags; CNN Architectures; Quick Transmission. DOI: 10.69888/FTSCL.2025.000487 |
| 227-241 | Denial of Service Attack Detection and Mitigation Using WHO-Based Ensemble Classifier in Software‐Defined Network V. Revathi, Swathi Baswaraju, M. Arunadevi Thirumalraj, Piyush Kumar Pareek Keywords: Centralised Network; Detection and Mitigation; Open Flow; Convolutional Neural Network; Software-Defined Networking; Internet of Things; Optical Character Recognition. DOI: 10.69888/FTSCL.2025.000488 |