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
24 papers
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…
Granger Causality for Compressively Sensed Sparse Signals
Aditi Kathpalia, Nithin Nagaraj
Compressed sensing is a scheme that allows for sparse signals to be acquired, transmitted and stored using far fewer measurements than done by conventional means employing Nyquist…
Causal Discovery using Compression-Complexity Measures
Pranay SY, Nithin Nagaraj
Causal inference is one of the most fundamental problems across all domains of science. We address the problem of inferring a causal direction from two observed discrete symbolic s…
Causal Stability and Synchronization
Aditi Kathpalia, Nithin Nagaraj
Synchronization of chaos arises between coupled dynamical systems and is very well understood as a temporal phenomena which leads the coupled systems to converge or develop a depen…