59 citations
- Indian Institute of Science BangaloreIN7 papers
- Amrita Vishwa VidyapeethamIN2 papers
- Indian Statistical InstituteIN2 papers
- Bangalore UniversityIN1 paper
- Bangor UniversityGB1 paper
- Bhabha Atomic Research Center HospitalIN1 paper
- Bhabha Atomic Research CentreIN1 paper
- Birla Institute of Technology and Science, PilaniIN1 paper
- Birla Institute of Technology and Science, Pilani - Goa CampusIN1 paper
- Centre for Development of Advanced ComputingIN1 paper
- Centre for Quantum TechnologiesSG1 paper
- Cloud Computing CenterCN1 paper
4 papers · 1 filter
Dependable Artificial Intelligence with Reliability and Security (DAIReS): A Unified Syndrome Decoding Approach for Hallucination and Backdoor Trigger Detection
Hema Karnam Surendrababu, Nithin Nagaraj
Machine Learning (ML) models, including Large Language Models (LLMs), are characterized by a range of system-level attributes such as security and reliability. Recent studies have…
Differential Privacy for Secure Machine Learning in Healthcare IoT-Cloud Systems
N Mangala, Murtaza Rangwala, S Aishwarya +5
Healthcare has become exceptionally sophisticated, as wearables and connected medical devices revolutionize remote patient monitoring, emergency response, medication management, di…
A Chaos Driven Metric for Backdoor Attack Detection
Hema Karnam Surendrababu, Nithin Nagaraj
The advancement and adoption of Artificial Intelligence (AI) models across diverse domains have transformed the way we interact with technology. However, it is essential to recogni…
The B-Exponential Map: A Generalization of the Logistic Map, and Its Applications In Generating Pseudo-random Numbers
Mahesh C Shastry, Nithin Nagaraj, Prabhakar G Vaidya
A 1-dimensional generalization of the well known Logistic Map is proposed. The proposed family of maps is referred to as the B-Exponential Map. The dynamics of this map are analyze…