FMDB Transactions on Sustainable Intelligent Networks
2024 Vol.1 No.4
ISSN: 2998-8810
Editor: Leo Willyanto Santoso
| Pages | Title and author(s) |
|---|---|
| 190-200 | Advancing Threat Detection in Cybersecurity through Deep Learning Algorithms Srinivasa Gopi Kumar Peddireddy Keywords: Deep Learning; Threat Detection; Neural Networks; Anomaly Detection Data Pre-processing; Convolutional Neural Network (CNN); Recurrent Neural Network (RNN); Distributed Denial-of-Service (DDoS). DOI: 10.69888/FTSIN.2024.000288 |
| 201-219 | PredictiWaste: An ML-Powered Framework for Sustainable Food Inventory Optimization in Restaurants H. Rakesh, R. Harshad, K. Sanjay Kumar, R. Regin, A. Anithalakshmi, G. Padmapriya Keywords: Predictive Analysis; Machine Learning; Random Forest Regressor; Mean Absolute Error (MAE); R² Score; Long Short-Term Memory (LSTM); IoT Sensors; Inventory Management. DOI: 10.69888/FTSIN.2024.000289 |
| 220-241 | Docker Based Decentralized Vulnerability Assessment with Port Scanning Powered by Artificial Intelligence G. Chiranjeevi, R. Abhishek Reddy, R. Shyam, Swati Sah, Rejwan Bin Sulaiman Keywords: Decentralization and Scalability; REST API; Artificial Intelligence (AI); Enumeration and Vulnerability Analysis; Peer-To-Peer; Information Security; Generative Pre-trained Transformer 3 (GPT-3); Load Balancing. DOI: 10.69888/FTSIN.2024.000290 |
| 242-251 | Streamlining Big Data Processing with Serverless Architectures for Efficient Analysis Bhagath Chandra Chowdari Marella Keywords: Big Data; Serverless Architecture; Data Processing; Cloud Computing; Function-As-A-Service (Faas); Google Cloud Functions; Elaborate Methodology; Serverless Architecture. DOI: 10.69888/FTSIN.2024.000291 |
| 252-264 | Using Autoencoder-Driven Machine Learning for Advance Cybersecurity Malware Detection R. Shyam, G. Chiranjeevi, R. Abhishek Reddy, Ali A. Khala, Swati Sah, Sandeep Kautish, Rejwan Bin Sulaiman Keywords: Cyberattack Detection; Malware Detection; Autoencoders and Anomaly Detection; Endgame Malware Benchmark for Research (EMBER); Reinforcement Learning (RL); Recurrent Neural Networks (RNNs); Internet of Things (IoT). DOI: 10.69888/FTSIN.2024.000292 |