8 citations · 14 across the 7 of their papers we have counts for
8 papers
Temporal Robustness in Discrete Time Linear Dynamical Systems
Nilava Metya, Ankit Shah, Arunesh Sinha
Discrete time linear dynamical systems, including Markov chains, have found many applications including in security settings such as in cybersecurity operations center (CSOC) manag…
Online Active Learning For Sound Event Detection
Mark Lindsey, Ankit Shah, Francis Kubala +1
Data collection and annotation is a laborious, time-consuming prerequisite for supervised machine learning tasks. Online Active Learning (OAL) is a paradigm that addresses this iss…
Exploring Domain-Specific Enhancements for a Neural Foley Synthesizer
Ashwin Pillay, Sage Betko, Ari Liloia +2
Foley sound synthesis refers to the creation of authentic, diegetic sound effects for media, such as film or radio. In this study, we construct a neural Foley synthesizer capable o…
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
Hao Chen, Ankit Shah, Jindong Wang +6
Learning with reduced labeling standards, such as noisy label, partial label, and multiple label candidates, which we generically refer to as \textit{imprecise} labels, is a common…
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks
Benedict Quartey, Ankit Shah, George Konidaris
Reinforcement learning requires interaction with an environment, which is expensive for robots. This constraint necessitates approaches that work with limited environmental interac…
Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework
Soumyadeep Hore, Ankit Shah, Nathaniel D. Bastian
Cyber vulnerability management is a critical function of a cybersecurity operations center (CSOC) that helps protect organizations against cyber-attacks on their computer and netwo…
LTL-Transfer: Skill Transfer for Temporal Task Specification
Jason Xinyu Liu, Ankit Shah, Eric Rosen +3
Deploying robots in real-world environments, such as households and manufacturing lines, requires generalization across novel task specifications without violating safety constrain…
Two Can Play That Game: An Adversarial Evaluation of a Cyber-alert Inspection System
Ankit Shah, Arunesh Sinha, Rajesh Ganesan +2
Cyber-security is an important societal concern. Cyber-attacks have increased in numbers as well as in the extent of damage caused in every attack. Large organizations operate a Cy…