Latent Space Modeling for Cloning Encrypted PUF-Based Authentication. - Vishalini Laguduva Ramnath; Sathyanarayanan N. Aakur; Srinivas Katkoori (IFIPIoT, 2019)

Machine Learning Based IoT Edge Node Security Attack and Countermeasures. - Vishalini R. Laguduva; Sheikh Ariful Islam; Sathyanarayanan N. Aakur; Srinivas Katkoori; Robert Karam (ISVLSI, 2019)

A Distributed Framework for Real Time Object Detection at Low Frame Rates with IoT Edge Nodes. - Lakshmi Kavya Kalyanam; Vishalini Laguduva Ramnath; Srinivas Katkoori; Hao Zheng 001 (iSES, 2020)

A Smart IoT System for Continuous Sleep State Monitoring. - Vishalini Laguduva Ramnath; Srinivas Katkoori (MWSCAS, 2020)

Dissecting Convolutional Neural Networks for Efficient Implementation on Constrained Platforms. - Vishalini R. Laguduva; Shakil Mahmud; Sathyanarayanan N. Aakur; Robert Karam; Srinivas Katkoori (VLSID, 2020)

Machine Learning Attacks and Countermeasures for PUF-Based IoT Edge Node Security. - Vishalini R. Laguduva; Srinivas Katkoori; Robert Karam (SN Comput. Sci., 2020)

Machine Learning for the Internet of Things: Applications, Implementation, and Security. - Vishalini R. Laguduva (2020)

Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis. - Sathyanarayanan N. Aakur; Vineela Indla; Vennela Indla; Sai Narayanan; Arunkumar Bagavathi; Vishalini Laguduva Ramnath; Akhilesh Ramachandran (ICDM (Workshops), 2021)

MG-NET: Leveraging Pseudo-imaging for Multi-modal Metagenome Analysis. - Sathyanarayanan N. Aakur; Sai Narayanan; Vineela Indla; Arunkumar Bagavathi; Vishalini Laguduva Ramnath; Akhilesh Ramachandran (MICCAI (5), 2021)

Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-training. - Vineela Indla; Vennela Indla; Sai Narayanan; Akhilesh Ramachandran; Arunkumar Bagavathi; Vishalini Laguduva Ramnath; Sathyanarayanan N. Aakur (PAKDD (1), 2021)

TEPI: Taxonomy-Aware Embedding and Pseudo-Imaging for Scarcely-Labeled Zero-Shot Genome Classification. - Sathyanarayanan N. Aakur; Vishalini R. Laguduva; Priyadharsini Ramamurthy; Akhilesh Ramachandran (IEEE J. Biomed. Health Informatics, 2024)