Karthik Pattabiraman
Orcid: 0000-0003-2380-3415Affiliations:
- University of British Columbia, Vancouver, Canada
According to our database1,
Karthik Pattabiraman
authored at least 159 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on ece.ubc.ca
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems.
CoRR, 2024
2023
J. Parallel Distributed Comput., November, 2023
A large-scale empirical study of low-level function use in Ethereum smart contracts and automated replacement.
Softw. Pract. Exp., March, 2023
IEEE Trans. Dependable Secur. Comput., 2023
CoRR, 2023
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction.
CoRR, 2023
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults.
Proceedings of the International Conference for High Performance Computing, 2023
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.
Proceedings of the Computer Safety, Reliability, and Security, 2023
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
Hot Under the Hood: An Analysis of Ambient Temperature Impact on Heterogeneous Edge Platforms.
Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, 2023
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023
2022
IEEE Trans. Dependable Secur. Comput., 2022
IEEE Trans. Dependable Secur. Comput., 2022
CoRR, 2022
When They Go Low: Automated Replacement of Low-level Functions in Ethereum Smart Contracts.
Proceedings of the IEEE International Conference on Software Analysis, 2022
Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022
LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track).
Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022
$\pi$-Configurator: Enabling Efficient Configuration of Pipelined Applications on the Edge.
Proceedings of the Seventh IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2022
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022
Characterizing Variability in Heterogeneous Edge Systems: A Methodology & Case Study.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications.
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
2021
ThingsMigrate: Platform-independent migration of stateful JavaScript Internet of Things applications.
Softw. Pract. Exp., 2021
CoRR, 2021
Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack.
CoRR, 2021
ReLUSyn: Synthesizing Stealthy Attacks for Deep Neural Network Based Cyber-Physical Systems.
CoRR, 2021
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
Proceedings of the 26th IEEE Pacific Rim International Symposium on Dependable Computing, 2021
Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Demo: OneOS - Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
OneOS: Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
Proceedings of the 3rd IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2021
Snowflakes at the Edge: A Study of Variability among NVIDIA Jetson AGX Xavier Boards.
Proceedings of the EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
2020
CoRR, 2020
Proceedings of the International Conference for High Performance Computing, 2020
How effective are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection.
Proceedings of the ISSTA '20: 29th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2020
How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method.
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020
Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020
Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 2020
TraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis.
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020
2019
ACM Trans. Embed. Comput. Syst., 2019
<i>BinFI</i>: an efficient fault injector for safety-critical machine learning systems.
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019
Proceedings of the ACM International Conference on Supercomputing, 2019
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019
Out of control: stealthy attacks against robotic vehicles protected by control-based techniques.
Proceedings of the 35th Annual Computer Security Applications Conference, 2019
2018
Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security.
IEEE Trans. Dependable Secur. Comput., 2018
Proceedings of the 23rd IEEE Pacific Rim International Symposium on Dependable Computing, 2018
Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018
Proceedings of the 40th International Conference on Software Engineering, 2018
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018
ThingsMigrate: Platform-Independent Migration of Stateful JavaScript IoT Applications.
Proceedings of the 32nd European Conference on Object-Oriented Programming, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018
Proceedings of the 2018 Workshop on Cyber-Physical Systems Security and PrivaCy, 2018
2017
IEEE Trans. Software Eng., 2017
ACM Trans. Embed. Comput. Syst., 2017
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017
Understanding error propagation in deep learning neural network (DNN) accelerators and applications.
Proceedings of the International Conference for High Performance Computing, 2017
SmartJS: dynamic and self-adaptable runtime middleware for next-generation IoT systems.
Proceedings of the Proceedings Companion of the 2017 ACM SIGPLAN International Conference on Systems, 2017
ThingsJS: towards a flexible and self-adaptable middleware for dynamic and heterogeneous IoT environments.
Proceedings of the 4th Workshop on Middleware and Applications for the Internet of Things, 2017
Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
One Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017
2016
IEEE Trans. Parallel Distributed Syst., 2016
ACM Trans. Softw. Eng. Methodol., 2016
ACM Trans. Embed. Comput. Syst., 2016
Softw. Test. Verification Reliab., 2016
Proceedings of the International Conference for High Performance Computing, 2016
Proceedings of the Computer Safety, Reliability, and Security, 2016
Proceedings of the 2016 IEEE International Conference on Software Testing, 2016
Proceedings of the 38th International Conference on Software Engineering, 2016
Finding Resilience-Friendly Compiler Optimizations Using Meta-Heuristic Search Techniques.
Proceedings of the 12th European Dependable Computing Conference, 2016
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016
ePVF: An Enhanced Program Vulnerability Factor Methodology for Cross-Layer Resilience Analysis.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016
Proceedings of the 32nd Annual Conference on Computer Security Applications, 2016
2015
IEEE Trans. Software Eng., 2015
IEEE Trans. Reliab., 2015
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015
Proceedings of the Doctoral Symposium of the 16th International Middleware Conference, 2015
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015
Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015
Proceedings of the 8th IEEE International Conference on Software Testing, 2015
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
Proceedings of the 11th European Dependable Computing Conference, 2015
Proceedings of the 29th European Conference on Object-Oriented Programming, 2015
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015
2014
Proceedings of the 11th Working Conference on Mining Software Repositories, 2014
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014
Proceedings of the 2014 IEEE International Symposium on Performance Analysis of Systems and Software, 2014
Proceedings of the 36th International Conference on Software Engineering, 2014
Proceedings of the 36th International Conference on Software Engineering, 2014
Proceedings of the 15th International IEEE Symposium on High-Assurance Systems Engineering, 2014
Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults.
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
SDCTune: A model for predicting the SDC proneness of an application for configurable protection.
Proceedings of the 2014 International Conference on Compilers, 2014
2013
IEEE Trans. Computers, 2013
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013
Proceedings of the 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop, 2013
2012
IEEE Trans. Computers, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the Ninth International Conference on Quantitative Evaluation of Systems, 2012
Proceedings of the Fifth IEEE International Conference on Software Testing, 2012
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2012
2011
IEEE Trans. Dependable Secur. Comput., 2011
Automated Derivation of Application-Aware Error Detectors Using Static Analysis: The Trusted Illiac Approach.
IEEE Trans. Dependable Secur. Comput., 2011
Proceedings of the IEEE 22nd International Symposium on Software Reliability Engineering, 2011
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2011), 2011
Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011
2010
Proceedings of the 16th IEEE Pacific Rim International Symposium on Dependable Computing, 2010
Proceedings of the IEEE 21st International Symposium on Software Reliability Engineering, 2010
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2010), Chicago, Illinois, USA, June 28, 2010
2009
PhD thesis, 2009
Proceedings of the Emerging Challenges for Security, 2009
Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009
Second workshop on Compiler and Architectural Techniques for Application Reliability and Security (CATARS).
Proceedings of the 2009 IEEE/IFIP International Conference on Dependable Systems and Networks, 2009
An end-to-end approach for the automatic derivation of application-aware error detectors.
Proceedings of the 2009 IEEE/IFIP International Conference on Dependable Systems and Networks, 2009
2008
Proceedings of the 2008 EuroSys Conference, Glasgow, Scotland, UK, April 1-4, 2008, 2008
Workshop on compiler and architectural techniques for application reliability and security (CATARS).
Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008
2007
Proceedings of the 13th IEEE International On-Line Testing Symposium (IOLTS 2007), 2007
Proceedings of the 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2007
2006
Dynamic Derivation of Application-Specific Error Detectors and their Implementation in Hardware.
Proceedings of the Sixth European Dependable Computing Conference, 2006
2005
Proceedings of the 11th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2005), 2005
Proceedings of the 2005 International Conference on Dependable Systems and Networks (DSN 2005), 28 June, 2005
2004
Formal Reasoning of Various Categories of Widely Exploited Security Vulnerabilities by Pointer Taintedness Semantics.
Proceedings of the Security and Protection in Information Processing Systems, 2004