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Karthik Pattabiraman

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

129

Venues

33

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

129 indexed papers, newest first.

YearVenueTitleAuthors
2026DSNThinking Inside the Box: Injecting Realistic Radiation Faults in ML Accelerators.Bruno Loureiro Coelho, Mani Sadati, Abraham Chan, Alex Hands, Karthik Pattabiraman, Paolo Rech
2026DSNReSect: A Tool for Automated Analysis of Reentrancy Transactions on Blockchains.Yuqi Liu, Rui Xi, Karthik Pattabiraman
2026EuroSysTurnstile: Hybrid Information Flow Control Framework for Managing Privacy in Internet-of-Things Applications.Kumseok Jung, Mohanna Shahrad, Gargi Mitra, Karthik Pattabiraman
2026SAFECOMPThe Statistical Assessment of Bayes-"sub"Optimal Binary Machine Learning Classifier Risk.Abraham Chan, Ilir Gashi, Sathish Gopalakrishnan, Karthik Pattabiraman, Kizito Salako
2025CCSAnonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models.Zitao Chen, Karthik Pattabiraman
2025DSNReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2025DSNRAVAGE: Robotic Autonomous Vehicles' Attack Generation Engine.Pritam Dash, Karthik Pattabiraman
2025DSNLearning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs.Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025DSNLarge-Scale AI Infra Reliability: Challenges, Strategies, and Llama 3 Training Experience.Xun Jiao, Abhinav Pandey, Karthik Pattabiraman, Fan Fred Lin
2025DSNReentrancy Redux: The Evolution of Real-World Reentrancy Attacks on Blockchains.Yuqi Liu, Rui Xi, Karthik Pattabiraman
2025ISSREDLAFI: Software-Based Fault Injection for Permanent Faults in Deep Learning Accelerators.SeyedMani Sadati, Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2025NDSSA Method to Facilitate Membership Inference Attacks in Deep Learning Models.Zitao Chen, Karthik Pattabiraman
2025SACD-semble: Efficient Diversity-Guided Search for Resilient ML Ensembles.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2024AsiaCCSDiagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks.Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
2024CCSSpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks.Pritam Dash, Ethan Chan, Karthik Pattabiraman
2024CCSAutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices.Mohsen Salehi, Karthik Pattabiraman
2024CHASESystematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems.Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2024DSNHarnessing Explainability to Improve ML Ensemble Resilience.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2024DSNTutorial: LLTFI and the Art of Fault Injection.Karthik Pattabiraman, Abraham Chan
2024NDSSOverconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction.Zitao Chen, Karthik Pattabiraman
2024SPPOMABuster: Detecting Price Oracle Manipulation Attacks in Decentralized Finance.Rui Xi, Zehua Wang, Karthik Pattabiraman
2023AsiaCCSJujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks.Zitao Chen, Pritam Dash, Karthik Pattabiraman
2023DSNTowards Reliability Assessment of Systolic Arrays against Stuck-at Faults.Udit Kumar Agarwal, Abraham Chan, Ali Asgari Khoshouyeh, Karthik Pattabiraman
2023DSNBeyond Detection: Securing Robotic Vehicles.Pritam Dash, Karthik Pattabiraman
2023DSNSwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms.Yingao Elaine Yao, Pritam Dash, Karthik Pattabiraman
2023EuroSysHot Under the Hood: An Analysis of Ambient Temperature Impact on Heterogeneous Edge Platforms.Amirhossein Ahmadi, Hazem A. Abdelhafez, Shashwat Jaiswal, Karthik Pattabiraman, Matei Ripeanu
2023ICSEAChecker: Statically Detecting Smart Contract Access Control Vulnerabilities.Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
2023ISSREResilience Assessment of Large Language Models under Transient Hardware Faults.Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023ISSREEvaluating the Effect of Common Annotation Faults on Object Detection Techniques.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2023SCStructural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults.Ali Asgari Khoshouyeh, Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Prashant J. Nair, Karthik Pattabiraman
2023SAFECOMPA Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2022CCSPoster AutoPatch: Automatic Hotpatching of Real-Time Embedded Devices.Mohsen Salehi, Karthik Pattabiraman
2022CCSPoster: May the Swarm Be With You: Sensor Spoofing Attacks Against Drone Swarms.Yingao Elaine Yao, Pritam Dash, Karthik Pattabiraman
2022DSNThe Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2022DSNTowards Building Resilient Ensembles against Training Data Faults.Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2022ISSRELLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track).Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2022ISSTAeTainter: detecting gas-related vulnerabilities in smart contracts.Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
2021DSNA Low-cost Fault Corrector for Deep Neural Networks through Range Restriction.Zitao Chen, Guanpeng Li, Karthik Pattabiraman
2021DSNPID-Piper: Recovering Robotic Vehicles from Physical Attacks.Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
2021DSNFourth International Workshop on Dependable and Secure Machine Learning - DSML 2021.Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramr
2021EuroSysSnowflakes at the Edge: A Study of Variability among NVIDIA Jetson AGX Xavier Boards.Hazem A. Abdelhafez, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu
2021IJCAITowards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2021ISSRE(WiP) LLTFI: Low-Level Tensor Fault Injector.Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2021PRDCAre you for Real? Authentication in Dynamic IoT Systems.Mehdi Karimibiuki, Karthik Pattabiraman, Andr Ivanov
2021QRSUnderstanding the Resilience of Neural Network Ensembles against Faulty Training Data.Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2020DSNThird International Workshop on Dependable and Secure Machine Learning - DSML 2020.Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramr
2020DSNTraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis.Habib Saissi, Stefan Winter, Oliver Schwahn, Karthik Pattabiraman, Neeraj Suri
2020IOLTSError Resilient Machine Learning for Safety-Critical Systems: Position Paper.Karthik Pattabiraman, Guanpeng Li, Zitao Chen
2020ISSRETensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2020ISSRENew Wine in an Old Bottle: N-Version Programming for Machine Learning Components.Arpan Gujarati, Sathish Gopalakrishnan, Karthik Pattabiraman
2020ISSREHow Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method.Yong Yang, Yifan Wu, Karthik Pattabiraman, Long Wang, Ying Li
2020ISSTAHow effective are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection.Asem Ghaleb, Karthik Pattabiraman
2020SCGPU-trident: efficient modeling of error propagation in GPU programs.Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
2019ACSACOut of control: stealthy attacks against robotic vehicles protected by control-based techniques.Pritam Dash, Mehdi Karimibiuki, Karthik Pattabiraman
2019DSNTowards Predicting the Impact of Roll-Forward Failure Recovery for HPC Applications.Bo Fang, Jieyang Chen, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
2019ICSBonVoision: leveraging spatial data smoothness for recovery from memory soft errors.Bo Fang, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
2019ISSREA Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection.Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
2019SACFailure prediction in the internet of things due to memory exhaustion.Mohammad Rafiuzzaman, Julien Gascon-Samson, Karthik Pattabiraman, Sathish Gopalakrishnan
2019SCUntitled recordZitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2018CCSCORGIDS: A Correlation-based Generic Intrusion Detection System.Ekta Aggarwal, Mehdi Karimibiuki, Karthik Pattabiraman, Andr Ivanov
2018DSNDSML 2018 Introduction.Homa Alemzadeh, Karthik Pattabiraman, David E. Evans
2018DSNModeling Input-Dependent Error Propagation in Programs.Guanpeng Li, Karthik Pattabiraman
2018DSNModeling Soft-Error Propagation in Programs.Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
2018ECOOPThingsMigrate: Platform-Independent Migration of Stateful JavaScript IoT Applications.Julien Gascon-Samson, Kumseok Jung, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman
2018ICSEInferring hierarchical motifs from execution traces.Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2018ISSRETensorFI: A Configurable Fault Injector for TensorFlow Applications.Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2018PRDCDynPolAC: Dynamic Policy-Based Access Control for IoT Systems.Mehdi Karimibiuki, Ekta Aggarwal, Karthik Pattabiraman, Andr Ivanov
2017DSNOne Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors.Behrooz Sangchoolie, Karthik Pattabiraman, Johan Karlsson
2017HPDCLetGo: A Lightweight Continuous Framework for HPC Applications Under Failures.Bo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu
2017ICSTIPA: Error Propagation Analysis of Multi-Threaded Programs Using Likely Invariants.Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
2017MiddlewareThingsJS: towards a flexible and self-adaptable middleware for dynamic and heterogeneous IoT environments.Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
2017OOPSLASmartJS: dynamic and self-adaptable runtime middleware for next-generation IoT systems.Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
2017SCUnderstanding error propagation in deep learning neural network (DNN) accelerators and applications.Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2016ACSACFormal security analysis of smart embedded systems.Farid Molazem Tabrizi, Karthik Pattabiraman
2016DSNePVF: An Enhanced Program Vulnerability Factor Methodology for Cross-Layer Resilience Analysis.Bo Fang, Qining Lu, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2016DSNSDC is in the Eye of the Beholder: A Survey and Preliminary Study.Bo Fang, Panruo Wu, Qiang Guan, Nathan DeBardeleben, Laura Monroe, Sean Blanchard, Zhizong Chen, Karthik Pattabiraman, Matei Ripeanu
2016EDCCFinding Resilience-Friendly Compiler Optimizations Using Meta-Heuristic Search Techniques.Nithya Narayanamurthy, Karthik Pattabiraman, Matei Ripeanu
2016ICSEUnderstanding asynchronous interactions in full-stack JavaScript.Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2016ICSTAtrina: Inferring Unit Oracles from GUI Test Cases.Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2016SCUnderstanding error propagation in GPGPU applications.Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2016SAFECOMPFIDL: A Fault Injection Description Language for Compiler-Based SFI Tools.Maryam Raiyat Aliabadi, Karthik Pattabiraman
2015DSNFine-Grained Characterization of Faults Causing Long Latency Crashes in Programs.Guanpeng Li, Qining Lu, Karthik Pattabiraman
2015ECOOPHybrid DOM-Sensitive Change Impact Analysis for JavaScript.Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2015EDCCFlexible Intrusion Detection Systems for Memory-Constrained Embedded Systems.Farid Molazem Tabrizi, Karthik Pattabiraman
2015ICSEDetecting Inconsistencies in JavaScript MVC Applications.Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2015ICSTJSEFT: Automated Javascript Unit Test Generation.Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2015ISSREExperience report: An application-specific checkpointing technique for minimizing checkpoint corruption.Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2015MiddlewareIntrusion Detection System for Embedded Systems.Farid Molazem Tabrizi, Karthik Pattabiraman
2015QRSLLFI: An Intermediate Code-Level Fault Injection Tool for Hardware Faults.Qining Lu, Mostafa Farahani, Jiesheng Wei, Anna Thomas, Karthik Pattabiraman
2014CASESSDCTune: A model for predicting the SDC proneness of an application for configurable protection.Qining Lu, Karthik Pattabiraman, Meeta Sharma Gupta, Jude A. Rivers
2014DATEGPGPUs: How to combine high computational power with high reliability.Leonardo Arturo Bautista-Gomez, Franck Cappello, Luigi Carro, Nathan DeBardeleben, Bo Fang, Sudhanva Gurumurthi, Karthik Pattabiraman, Paolo Rech, Matteo Sonza Reorda
2014DSNHardware-Software Integrated Diagnosis for Intermittent Hardware Faults.Majid Dadashi, Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2014DSNEvaluating the Error Resilience of Parallel Programs.Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2014DSNQuantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults.Jiesheng Wei, Anna Thomas, Guanpeng Li, Karthik Pattabiraman
2014ICSEUnderstanding JavaScript event-based interactions.Saba Alimadadi, Sheldon Sequeira, Ali Mesbah, Karthik Pattabiraman
2014ICSEVejovis: suggesting fixes for JavaScript faults.Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2014ISPASSGPU-Qin: A methodology for evaluating the error resilience of GPGPU applications.Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2014ISSRESoft-LLFI: A Comprehensive Framework for Software Fault Injection.Maryam Raiyat Aliabadi, Karthik Pattabiraman, Nematollah Bidokhti
2014ISSREFailure Analysis of Jobs in Compute Clouds: A Google Cluster Case Study.Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2014ISSREFailure Prediction of Jobs in Compute Clouds: A Google Cluster Case Study.Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2014MSRMining questions asked by web developers.Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2013DSNPredicting job completion times using system logs in supercomputing clusters.Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2013DSNError detector placement for soft computation.Anna Thomas, Karthik Pattabiraman
2013ESEMAn Empirical Study of Client-Side JavaScript Bugs.Frolin S. Ocariza Jr., Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2013ICSTEfficient JavaScript Mutation Testing.Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2012DSNA model for security analysis of smart meters.Farid Molazem Tabrizi, Karthik Pattabiraman
2012DSNBLOCKWATCH: Leveraging similarity in parallel programs for error detection.Jiesheng Wei, Karthik Pattabiraman
2012ICSTAutoFLox: An Automatic Fault Localizer for Client-Side JavaScript.Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2012SCAbstract: Evaluating Error Resiliency of GPGPU Applications.Bo Fang, Jiesheng Wei, Karthik Pattabiraman, Matei Ripeanu
2012SCPoster: Evaluating Error Resiliency of GPGPU Applications.Bo Fang, Jiesheng Wei, Karthik Pattabiraman, Matei Ripeanu
2011ASPLOSFlikker: saving DRAM refresh-power through critical data partitioning.Song Liu, Karthik Pattabiraman, Thomas Moscibroda, Benjamin G. Zorn
2011DSNComparing the effects of intermittent and transient hardware faults on programs.Jiesheng Wei, Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2011ISSREJavaScript Errors in the Wild: An Empirical Study.Frolin S. Ocariza Jr., Karthik Pattabiraman, Benjamin G. Zorn
2010DSNTowards understanding the effects of intermittent hardware faults on programs.Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2010ISSREDoDOM: Leveraging DOM Invariants for Web 2.0 Application Robustness Testing.Karthik Pattabiraman, Benjamin G. Zorn
2010PRDCModeling the Propagation of Intermittent Hardware Faults in Programs.Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2009DSNAn end-to-end approach for the automatic derivation of application-aware error detectors.Galen Lyle, Shelley Cheny, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2009DSNSecond workshop on Compiler and Architectural Techniques for Application Reliability and Security (CATARS).Karthik Pattabiraman, Zbigniew Kalbarczyk
2009PPoPPDetecting and tolerating asymmetric races.Paruj Ratanaworabhan, Martin Burtscher, Darko Kirovski, Benjamin G. Zorn, Rahul Nagpal, Karthik Pattabiraman
2009SECDiscovering Application-Level Insider Attacks Using Symbolic Execution.Karthik Pattabiraman, Nithin Nakka, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2008DSNWorkshop on compiler and architectural techniques for application reliability and security (CATARS).Karthik Pattabiraman, Shuo Chen, Zbigniew Kalbarczyk
2008DSNSymPLFIED: Symbolic program-level fault injection and error detection framework.Karthik Pattabiraman, Nithin Nakka, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2008EuroSysSamurai: protecting critical data in unsafe languages.Karthik Pattabiraman, Vinod Grover, Benjamin G. Zorn
2007DSNProcessor-Level Selective Replication.Nithin Nakka, Karthik Pattabiraman, Ravishankar K. Iyer
2007IOLTSAutomated Derivation of Application-aware Error Detectors using Static Analysis.Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2006EDCCDynamic Derivation of Application-Specific Error Detectors and their Implementation in Hardware.Karthik Pattabiraman, Giacinto Paolo Saggese, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2005DSNModeling Coordinated Checkpointing for Large-Scale Supercomputers.Long Wang, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Lawrence G. Votta, Christopher A. Vick, Alan Wood
2005PRDCApplication-Based Metrics for Strategic Placement of Detectors.Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2004SECFormal Reasoning of Various Categories of Widely Exploited Security Vulnerabilities by Pointer Taintedness Semantics.Shuo Chen, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer