Tag Archives: conference

Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks

Zitao Chen, Pritam Dash, and Karthik Pattabiraman. To appear in the Proceedings of the 18th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS), 2023. (Acceptance Rate: TBD) [ PDF (coming soon) | Talk ]
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Characterizing Variability in Heterogeneous Edge Systems: A Methodology & Case Study

Hazem A. Abdelhafez, Hassan Halawa, Amr Almoallim, Amirhossein Ahmadi, Karthik Pattabiraman, and Matei Ripeanu. To appear in the ACM/IEEE International Symposium on Edge Computing (SEC), 2022. (Acceptance Rate: TBD) [ PDF | Talk ]
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LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications

Udit Agarwal, Abraham Chan, and Karthik Pattabiraman, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2022. (Acceptance Rate: 29%) [ PDF | Talk (video) ] (Code)
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eTainter: Detecting Gas-Related Vulnerabilities in Smart Contracts

Asem Ghaleb, Julia Rubin, and Karthik Pattabiraman, ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2022. (Acceptance Rate: 24.5%). [ PDF | Talk ] (Code) Artifacts Available and Reproducible Badge (link)
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The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in ML Applications

Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, and Sathish Gopalakrishnan. IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2022. (Acceptance rate: 18.7%) [ PDF | Talk ] (Code)
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π-Configurator: Enabling Efficient Configuration of Pipelined Applications on the Edge

Mohammad Rafiuzzaman, Sathish Gopalakrishnan and Karthik Pattabiraman, Proceedings of the ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI), 2022. (Acceptance Rate: 33%) [ PDF | Talk ] (code)

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When They Go Low: Automated Replacement of Low-level Functions in Ethereum Smart Contracts

Rui Xi and Karthik Pattabiraman, Proceedings of the IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 2022. (Acceptance Rate: 36%) [ PDF | Talk ] (Code)
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Nekara: Generalized Consistency Testing

Udit Agarwal, Pantazis Deligiannis, Cheng Huang, Kumseok Jung, Akash Lal, Immad Naseer, Matthew Parkinson, Arun Thangamani, Jyothi Vedurada, Yunpeng Xiao, Proceedings of the ACM/IEEE International Conference on Automated Software Engineering (ASE), 2021. [ PDF | Talk Slides]

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Understanding the Resilience of Neural Network Ensembles against Faulty Training Data

Abraham Chan, Niranjhana Narayananan, Arpan Gujarati, Karthik Pattabiraman, and Sathish Gopalakrishnan, IEEE International Symposium on Quality, Reliability and Security (QRS), 2021. Full paper (Acceptance Rate: 25.1%) [ PDF | Talk | Video ] Best Paper Award (1 of 3)

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OneOS: Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines

Kumseok Jung, Julien Gascon-Samson, and Karthik Pattabiraman, ACM/IEEE Symposium on Edge Computing (SEC), 2021 (Acceptance Rate: 27%) [ PDF | Talk ] (code, demo video). Best Demo Award (one award given)
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