George K. Thiruvathukal

Orcid: 0000-0002-0452-5571

According to our database1, George K. Thiruvathukal authored at least 148 papers between 1991 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 




SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems.
IEEE Trans. Inf. Forensics Secur., 2024

What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims.
CoRR, 2024

From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings.
CoRR, 2024

Impact of Architectural Modifications on Deep Learning Adversarial Robustness.
CoRR, 2024

A Signal Injection Attack Against Zero Involvement Pairing and Authentication for the Internet of Things.
CoRR, 2024

2023 Low-Power Computer Vision Challenge (LPCVC) Summary.
CoRR, 2024

PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software.
Proceedings of the 21st IEEE/ACM International Conference on Mining Software Repositories, 2024

Evolution of Winning Solutions in the 2021 Low-Power Computer Vision Challenge.
Computer, August, 2023

Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision.
IEEE Des. Test, June, 2023

Observing Human Mobility Internationally During COVID-19.
Computer, March, 2023

SyncBleed: A Realistic Threat Model and Mitigation Strategy for Zero-Involvement Pairing and Authentication (ZIPA).
CoRR, 2023

An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions.
CoRR, 2023

PeaTMOSS: Mining Pre-Trained Models in Open-Source Software.
CoRR, 2023

Exploring Naming Conventions (and Defects) of Pre-trained Deep Learning Models in Hugging Face and Other Model Hubs.
CoRR, 2023

Single-Class Target-Specific Attack against Interpretable Deep Learning Systems.
CoRR, 2023

Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem.
CoRR, 2023

Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision.
CoRR, 2023

Userland Containers for Mobile Systems.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Optimized Uncertainty Estimation for Vision Transformers: Enhancing Adversarial Robustness and Performance Using Selective Classification.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Peachy Parallel Assignments (EduHPC 2023).
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages.
Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023

Reusing Deep Learning Models: Challenges and Directions in Software Engineering.
Proceedings of the IEEE John Vincent Atanasoff International Symposium on Modern Computing, 2023

An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Automated Discovery of Network Cameras in Heterogeneous Web Pages.
ACM Trans. Internet Techn., 2022

Are You Really Muted?: A Privacy Analysis of Mute Buttons in Video Conferencing Apps.
Proc. Priv. Enhancing Technol., 2022

Why Accuracy is Not Enough: The Need for Consistency in Object Detection.
IEEE Multim., 2022

Towards an Active Foveated Approach to Computer Vision.
Computación y Sistemas, 2022

Efficient Computer Vision for Embedded Systems.
Computer, 2022

Establishing trust in vehicle-to-vehicle coordination: a sensor fusion approach.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

A universally composable bit generation scheme for zero involvement authentication.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

An Empirical Study of Artifacts and Security Risks in the Pre-trained Model Supply Chain.
Proceedings of the 2022 ACM Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses, 2022

Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision.
Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

UnoAPI: Balancing Performance, Portability, and Productivity (P3) in HPC Education.
Proceedings of the IEEE/ACM International Workshop on Education for High Performance Computing, 2022

Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Modular Neural Networks for Low-Power Image Classification on Embedded Devices.
ACM Trans. Design Autom. Electr. Syst., 2021

Shape-Based Classification of Partially Observed Curves, With Applications to Anthropology.
Frontiers Appl. Math. Stat., 2021

Reproducing GW150914: The First Observation of Gravitational Waves From a Binary Black Hole Merger.
Comput. Sci. Eng., 2021

Trustworthy Computational Evidence Through Transparency and Reproducibility.
Comput. Sci. Eng., 2021

An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors.
CoRR, 2021

Automated Discovery of Real-Time Network Camera Data From Heterogeneous Web Pages.
CoRR, 2021

Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Moonshine: An Online Randomness Distiller for Zero-Involvement Authentication.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

Provenance Tracking in the LHCb Software.
Comput. Sci. Eng., 2020

Reproducible Workflow on a Public Cloud for Computational Fluid Dynamics.
Comput. Sci. Eng., 2020

Analyzing Worldwide Social Distancing through Large-Scale Computer Vision.
CoRR, 2020

Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras.
CoRR, 2020

VoltKey: Using Power Line Noise for Zero-Involvement Pairing and Authentication (Demo Abstract).
CoRR, 2020

Crowdsourcing Detection of Sampling Biases in Image Datasets.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Survey of Methods for Low-Power Deep Learning and Computer Vision.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Low-power object counting with hierarchical neural networks.
Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Camera Placement Meeting Restrictions of Computer Vision.
Proceedings of the IEEE International Conference on Image Processing, 2020

FLIC: A Distributed Fog Cache for City-Scale Applications.
Proceedings of the 2020 IEEE International Conference on Fog Computing, 2020

A Real-Time Feature Indexing System on Live Video Streams.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Addressing Rogue Vehicles by Integrating Computer Vision, Activity Monitoring, and Contextual Information.
Proceedings of the Adjunct Proceedings of the 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2020

Cloud Resource Optimization for Processing Multiple Streams of Visual Data.
IEEE Multim., 2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

A Benchmarking Study to Evaluate Apache Spark on Large-Scale Supercomputers.
CoRR, 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.
CoRR, 2019

Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response.
CoRR, 2019

See the World Through Network Cameras.
Computer, 2019

Tests as maintainable assets via auto-generated spies: a case study involving the scala collections library's iterator trait.
Proceedings of the Tenth ACM SIGPLAN Symposium on Scala, 2019

Integrating Mathematics and Educational Robotics: Simple Motion Planning.
Proceedings of the Robotics in Education, 2019

Towards High-End Scalability on Biologically-Inspired Computational Models.
Proceedings of the Parallel Computing: Technology Trends, 2019

Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Exercises Integrating High School Mathematics with Robot Motion Planning.
Proceedings of the IEEE Frontiers in Education Conference, 2019

Use of Software Process in Research Software Development: A Survey.
Proceedings of the Evaluation and Assessment on Software Engineering, 2019

Advancing broadening participation research at RESPECT.
ACM SIGCSE Bull., 2018

Former CiSE EICs Reflect on the Magazines 20th Anniversary.
Comput. Sci. Eng., 2018

2018 Low-Power Image Recognition Challenge.
CoRR, 2018

Auto-generated Spies Increase Test Maintainability.
CoRR, 2018

Metrics Dashboard: A Hosted Platform for Software Quality Metrics.
CoRR, 2018

Analyzing Real-Time Multimedia Content from Network Cameras Using CPUs and GPUs in the Cloud.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

A Survey of Software Metric Use in Research Software Development.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

Managing Concurrency in Mobile User Interfaces with Examples in Android.
Proceedings of the Topics in Parallel and Distributed Computing, 2018

ACM SIGCSE Bull., 2017

The Graph Database: Jack of All Trades or Just Not SQL?
IT Prof., 2017

Reproducible Research for Computing in Science & Engineering.
Comput. Sci. Eng., 2017

Teaching Concurrent Software Design: A Case Study Using Android.
CoRR, 2017

A distributed graph approach for pre-processing linked RDF data using supercomputers.
Proceedings of The International Workshop on Semantic Big Data, 2017

Comparison of Visual Datasets for Machine Learning.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

El Fin.
Comput. Sci. Eng., 2016

Best of RESPECT, Part 2.
Comput. Sci. Eng., 2016

Guest Editors' introduction.
Comput. Sci. Eng., 2016

The need for research in broadening participation.
Commun. ACM, 2016

Broadening participation and RESPECT: join our new professional organization and conference!
ACM SIGCSE Bull., 2015

Cloudy with a Chance of Sunshine, or the Future of Magazine Publishing.
Comput. Sci. Eng., 2015

The All-Digital Future and Digital CiSE.
Comput. Sci. Eng., 2015

The Next Generation of Computational Science and Engineering.
Comput. Sci. Eng., 2015

Scientific Software Communities.
Comput. Sci. Eng., 2015

A framework architecture for student learning in distributed embedded systems.
Proceedings of the 10th IEEE International Symposium on Industrial Embedded Systems, 2015

What We Publish in CiSE.
Comput. Sci. Eng., 2014

Extreme Data.
Comput. Sci. Eng., 2014

Scala for introductory CS and parallelism(abstract only).
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Single Page Apps for Humanists: A Case Study using the Perseus Richmond Times Corpus.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Cloud Computing.
Comput. Sci. Eng., 2013

What's in an Algorithm?
Comput. Sci. Eng., 2013

Productivity in the Cognitive Overload Era.
Comput. Sci. Eng., 2013

Computational Science, Demystified ... the Future, Revealed ... and CiSE, 2013.
Comput. Sci. Eng., 2013

Using Scala strategically across the undergraduate curriculum (abstract only).
Proceedings of the 44th ACM Technical Symposium on Computer Science Education, 2013

Digging into Data.
Comput. Sci. Eng., 2012

Innovation Mashups: Academic Rigor Meets Social Networking Buzz.
Computer, 2012

Simplifying domain modeling and memory management in user-mode filesystems with the NOFS framework.
Proceedings of the 2012 IEEE International Conference on Electro/Information Technology, 2012

Beyond CiSE and Back to the Future.
Comput. Sci. Eng., 2011

Books [reviews of "Networks, Crowds, and Markets: Reasoning about a Highly-Connected World; Easley, D. and Kleinberg, J.; 2010 and "Introduction to High Performance Computing for Scientists and Engineers"; Hager, G. and Wellein, G.; 2011) [Book review].
Comput. Sci. Eng., 2011

Moving Academic Department Functions to Social Networks and Clouds: Initial Experiences.
Comput. Sci. Eng., 2011

RestFS: resources and services are filesystems, too.
Proceedings of the Second International Workshop on RESTful Design, 2011

REST on Routers? - Preliminary Lessons for Language Designers, Framework Architects and App Developers.
Proceedings of the ICSOFT 2011, 2011

Initial Experience in Moving Key Academic Department Functions to Social Networking Sites.
Proceedings of the ICSOFT 2011, 2011

The Object of Platform Studies: Relational Materialities and the Social Platform (the case of the Nintendo Wii).
Proceedings of the 6th Annual International Conference of the Alliance of Digital Humanities Organizations, 2011

Virtualization for Computational Scientists.
Comput. Sci. Eng., 2010

Your Local Cloud-Enabled Library.
Comput. Sci. Eng., 2010

Creative Engagement with Creative Works: a New Paradigm for Collaboration.
Proceedings of the 5th Annual International Conference of the Alliance of Digital Humanities Organizations, 2010

Computational Thinking … and Doing.
Comput. Sci. Eng., 2009

Introducing Computing Now.
Comput. Sci. Eng., 2009

Putting a Slug to Work.
Comput. Sci. Eng., 2009

The Promises of Typed, Pure, and Lazy Functional Programming: Part II.
Comput. Sci. Eng., 2009

Essential Tools: Version Control Systems.
Comput. Sci. Eng., 2009

What I Did on My Summer Vacation.
Comput. Sci. Eng., 2008

High-Performance Computing Applications on Novel Architectures.
Comput. Sci. Eng., 2008

A Virtual Computing Laboratory.
Comput. Sci. Eng., 2008

At Issue.
Comput. Sci. Eng., 2008

Combining SOA and BPM Technologies for Cross-System Process Automation.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

Taming XML: Objects first, then markup.
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008

Project Hosting: Expanding the Scientific Programmer's Toolbox.
Comput. Sci. Eng., 2007

A Hike through a Post-EJB J2EE Web Application Architecture, Part III.
Comput. Sci. Eng., 2007

A Model-Driven Approach to Job/Task Composition in Cluster Computing.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Unit Testing Considered Useful.
Comput. Sci. Eng., 2006

Home Networking.
Comput. Sci. Eng., 2006

Scalable Approaches for Supporting MPI-IO Atomicity.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

Guest Editors' Introduction: Cluster Computing.
Comput. Sci. Eng., 2005

Plone and content management.
Comput. Sci. Eng., 2004

Natural XML for data binding, processing, and persistence.
Comput. Sci. Eng., 2004

Gentoo Linux: the next generation of Linux.
Comput. Sci. Eng., 2004

XML and computational science.
Comput. Sci. Eng., 2004

Scalable Implementations of MPI Atomicity for Concurrent Overlapping I/O.
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003

Java at middle age: enabling Java for computational science.
Comput. Sci. Eng., 2002

Java on networks of workstations (JavaNOW): a parallel computing framework inspired by Linda and the Message Passing Interface (MPI).
Concurr. Pract. Exp., 2000

A novel application development environment for large-scale scientific computations.
Proceedings of the 14th international conference on Supercomputing, 2000

Wide-Area Implementation of the Message Passing Interface.
Parallel Comput., 1998

A computational framework for telemedicine.
Future Gener. Comput. Syst., 1998

Reflective remote method invocation.
Concurr. Pract. Exp., 1998

Technologies for ubiquitous supercomputing: a Java interface to the Nexus communication system.
Concurr. Pract. Exp., 1997

Scalable Parallel Software Architecture: A Layered Architecture to Compose Scalable Parallel Software.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995

Distributed Memo: A Heterogeneously Distributed and Parallel Software Development Environment.
Proceedings of the 1994 International Conference on Parallel Processing, 1994

A Simulation of Demand-Driven Dataflow: Translation from Lucid into MDC Language.
Proceedings of the Fifth International Parallel Processing Symposium, Proceedings, Anaheim, California, USA, April 30, 1991