Karthik Pattabiraman

204 papers A* 19A 61B 5C 8Misc 16Journal 52Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIReSim: A Discrete Event Simulator for Large-scale AI Cluster Reliability Modeling. CoRR Karthik Pattabiraman, Mihir Patel, Fred Lin
2026	J	`jnl`	Feed-Forward Controller-Based Recovery for Robotic Vehicles From Physical Attacks. IEEE Trans. Dependable Secur. Comput. Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
2026	J	`jnl`	ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks. CoRR Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2026	J	`jnl`	RVDebloater: Mode-based Adaptive Firmware Debloating for Robotic Vehicles. CoRR Mohsen Salehi, Karthik Pattabiraman
2026	A	`conf`	Turnstile: Hybrid Information Flow Control Framework for Managing Privacy in Internet-of-Things Applications. EuroSys Kumseok Jung, Mohanna Shahrad, Gargi Mitra, Karthik Pattabiraman
2025	A*	`conf`	A Method to Facilitate Membership Inference Attacks in Deep Learning Models. NDSS Zitao Chen, Karthik Pattabiraman
2025	J	`jnl`	ARMOR: Robust Reinforcement Learning-based Control for UAVs under Physical Attacks. CoRR Pritam Dash, Ethan Chan, Nathan P. Lawrence, Karthik Pattabiraman
2025	A*	`conf`	Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models. CCS Zitao Chen, Karthik Pattabiraman
2025	J	`jnl`	Co-Approximator: Enabling Performance Prediction in Colocated Applications. ACM Trans. Embed. Comput. Syst. Mohammad Rafiuzzaman, Sathish Gopalakrishnan, Karthik Pattabiraman
2025	Misc	`conf`	D-semble: Efficient Diversity-Guided Search for Resilient ML Ensembles. SAC Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2025	A	`conf`	DLAFI: Software-Based Fault Injection for Permanent Faults in Deep Learning Accelerators. ISSRE SeyedMani Sadati, Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2025	—	`conf`	Large-Scale AI Infra Reliability: Challenges, Strategies, and Llama 3 Training Experience. DSN-S Xun Jiao, Abhinav Pandey, Karthik Pattabiraman, Fan Fred Lin
2025	—	`conf`	Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs. DSN-W Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025	J	`jnl`	Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs. CoRR Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025	J	`jnl`	OneOS: Distributed Operating System for the Edge-to-Cloud Continuum. IEEE Trans. Parallel Distributed Syst. Kumseok Jung, Julien Gascon-Samson, Sathish Gopalakrishnan, Karthik Pattabiraman
2025	A	`conf`	RAVAGE: Robotic Autonomous Vehicles' Attack Generation Engine. DSN Pritam Dash, Karthik Pattabiraman
2025	A	`conf`	ReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data. DSN Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2025	A	`conf`	Reentrancy Redux: The Evolution of Real-World Reentrancy Attacks on Blockchains. DSN Yuqi Liu, Rui Xi, Karthik Pattabiraman
2025	J	`jnl`	Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices. CoRR Gargi Mitra, Mohammadreza Hallajiyan, Inji Kim, Athish Pranav Dharmalingam, Mohammed Elnawawy, Shahrear Iqbal, Karthik Pattabiraman, Homa Alemzadeh
2025	J	`jnl`	Understanding Error Propagation in Deep-Learning Neural Networks' Accelerators and Applications. IEEE Des. Test Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2024	J	`jnl`	A Method to Facilitate Membership Inference Attacks in Deep Learning Models. CoRR Zitao Chen, Karthik Pattabiraman
2024	A*	`conf`	AutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices. CCS Mohsen Salehi, Karthik Pattabiraman
2024	J	`jnl`	AutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices. CoRR Mohsen Salehi, Karthik Pattabiraman
2024	J	`jnl`	Catch Me if You Can: Detecting Unauthorized Data Use in Deep Learning Models. CoRR Zitao Chen, Karthik Pattabiraman
2024	J	`jnl`	Characterizing and Improving Resilience of Accelerators to Memory Errors in Autonomous Robots. ACM Trans. Cyber Phys. Syst. Deval Shah, Zi Yu Xue, Karthik Pattabiraman, Tor M. Aamodt
2024	—	`conf`	Demo Abstract: ImmunoPlane - Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications. IoTDI Kumseok Jung, Gargi Mitra, Sathish Gopalakrishnan, Karthik Pattabiraman
2024	A	`conf`	Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks. AsiaCCS Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
2024	—	`conf`	Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models. AISafety@IJCAI Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
2024	J	`jnl`	Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models. CoRR Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
2024	—	`conf`	Harnessing Explainability to Improve ML Ensemble Resilience. DSN-S Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2024	—	`conf`	ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications. IoTDI Kumseok Jung, Gargi Mitra, Sathish Gopalakrishnan, Karthik Pattabiraman
2024	A*	`conf`	Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction. NDSS Zitao Chen, Karthik Pattabiraman
2024	A*	`conf`	POMABuster: Detecting Price Oracle Manipulation Attacks in Decentralized Finance. SP Rui Xi, Zehua Wang, Karthik Pattabiraman
2024	—	`conf`	SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices. HealthSec@CCS Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Shahrear Iqbal, Karthik Pattabiraman
2024	A*	`conf`	SpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks. CCS Pritam Dash, Ethan Chan, Karthik Pattabiraman
2024	J	`jnl`	SpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks. CoRR Pritam Dash, Ethan Chan, Karthik Pattabiraman
2024	B	`conf`	Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CHASE Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2024	J	`jnl`	Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CoRR Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2024	—	`conf`	Tutorial: LLTFI and the Art of Fault Injection. DSN-S Karthik Pattabiraman, Abraham Chan
2023	B	`conf`	A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023	J	`jnl`	A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023	J	`jnl`	A large-scale empirical study of low-level function use in Ethereum smart contracts and automated replacement. Softw. Pract. Exp. Rui Xi, Karthik Pattabiraman
2023	A*	`conf`	AChecker: Statically Detecting Smart Contract Access Control Vulnerabilities. ICSE Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
2023	—	`conf`	Beyond Detection: Securing Robotic Vehicles. DSN-S Pritam Dash, Karthik Pattabiraman
2023	Misc	`conf`	EdgeEngine: A Thermal-Aware Optimization Framework for Edge Inference. SEC Amirhossein Ahmadi, Hazem A. Abdelhafez, Karthik Pattabiraman, Matei Ripeanu
2023	J	`jnl`	Error Propagation Analysis for Multithreaded Programs: An Empirical Approach. CoRR Stefan Winter, Abraham Chan, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
2023	A	`conf`	Evaluating the Effect of Common Annotation Faults on Object Detection Techniques. ISSRE Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2023	J	`jnl`	Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2023	—	`conf`	Hot Under the Hood: An Analysis of Ambient Temperature Impact on Heterogeneous Edge Platforms. EdgeSys@EuroSys Amirhossein Ahmadi, Hazem A. Abdelhafez, Shashwat Jaiswal, Karthik Pattabiraman, Matei Ripeanu
2023	J	`jnl`	ICS-Sniper: A Targeted Blackhole Attack on Encrypted ICS Traffic. CoRR Gargi Mitra, Pritam Dash, Yingao Elaine Yao, Aastha Mehta, Karthik Pattabiraman
2023	A	`conf`	Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks. AsiaCCS Zitao Chen, Pritam Dash, Karthik Pattabiraman
2023	J	`jnl`	Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023	J	`jnl`	Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction. CoRR Zitao Chen, Karthik Pattabiraman
2023	A	`conf`	Resilience Assessment of Large Language Models under Transient Hardware Faults. ISSRE Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023	A	`conf`	Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC Ali Asgari Khoshouyeh, Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Prashant J. Nair, Karthik Pattabiraman
2023	A	`conf`	SwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms. DSN Yingao Elaine Yao, Pritam Dash, Karthik Pattabiraman
2023	—	`conf`	Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults. DSN-S Udit Kumar Agarwal, Abraham Chan, Ali Asgari Khoshouyeh, Karthik Pattabiraman
2022	—	`conf`	$\pi$-Configurator: Enabling Efficient Configuration of Pipelined Applications on the Edge. IoTDI Mohammad Rafiuzzaman, Sathish Gopalakrishnan, Karthik Pattabiraman
2022	J	`jnl`	An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors in Programs. IEEE Trans. Dependable Secur. Comput. Behrooz Sangchoolie, Karthik Pattabiraman, Johan Karlsson
2022	Misc	`conf`	Characterizing Variability in Heterogeneous Edge Systems: A Methodology & Case Study. SEC Hazem A. Abdelhafez, Hassan Halawa, Amr Almoallim, Amirhossein Ahmadi, Karthik Pattabiraman, Matei Ripeanu
2022	J	`jnl`	Improving the Accuracy of IR-Level Fault Injection. IEEE Trans. Dependable Secur. Comput. Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
2022	A	`conf`	LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track). ISSRE Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2022	A*	`conf`	Poster AutoPatch: Automatic Hotpatching of Real-Time Embedded Devices. CCS Mohsen Salehi, Karthik Pattabiraman
2022	Misc	`conf`	Poster: EdgeShell - A language for composing edge applications. SEC Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
2022	A*	`conf`	Poster: May the Swarm Be With You: Sensor Spoofing Attacks Against Drone Swarms. CCS Yingao Elaine Yao, Pritam Dash, Karthik Pattabiraman
2022	J	`jnl`	Replay-based Recovery for Autonomous Robotic Vehicles from Sensor Deception Attacks. CoRR Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
2022	A	`conf`	The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications. DSN Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2022	—	`conf`	Towards Building Resilient Ensembles against Training Data Faults. DSN Workshops Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2022	A	`conf`	When They Go Low: Automated Replacement of Low-level Functions in Ethereum Smart Contracts. SANER Rui Xi, Karthik Pattabiraman
2022	A	`conf`	eTainter: detecting gas-related vulnerabilities in smart contracts. ISSTA Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
2021	—	`conf`	(WiP) LLTFI: Low-Level Tensor Fault Injector. ISSRE Workshops Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2021	A	`conf`	A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction. DSN Zitao Chen, Guanpeng Li, Karthik Pattabiraman
2021	C	`conf`	Are you for Real? Authentication in Dynamic IoT Systems. PRDC Mehdi Karimibiuki, Karthik Pattabiraman, André Ivanov
2021	J	`jnl`	Characterizing and Improving the Resilience of Accelerators in Autonomous Robots. CoRR Deval Shah, Zi Yu Xue, Karthik Pattabiraman, Tor M. Aamodt
2021	Misc	`conf`	Demo: OneOS - Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines. SEC Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
2021	—	`conf`	Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021. DSN Workshops Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
2021	Misc	`conf`	MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform. SEC Hassan Halawa, Hazem A. Abdelhafez, Mohamed Osama Ahmed, Karthik Pattabiraman, Matei Ripeanu
2021	Misc	`conf`	OneOS: Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines. SEC Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
2021	A	`conf`	PID-Piper: Recovering Robotic Vehicles from Physical Attacks. DSN Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
2021	J	`jnl`	ReLUSyn: Synthesizing Stealthy Attacks for Deep Neural Network Based Cyber-Physical Systems. CoRR Aarti Kashyap, Syed Mubashir Iqbal, Karthik Pattabiraman, Margo I. Seltzer
2021	—	`conf`	Snowflakes at the Edge: A Study of Variability among NVIDIA Jetson AGX Xavier Boards. EdgeSys@EuroSys Hazem A. Abdelhafez, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu
2021	J	`jnl`	Stealthy Attacks against Robotic Vehicles Protected by Control-based Intrusion Detection Techniques. DTRAP Pritam Dash, Mehdi Karimibiuki, Karthik Pattabiraman
2021	—	`conf`	TF-DM: Tool for Studying ML Model Resilience to Data Faults. DeepTest@ICSE Niranjhana Narayanan, Karthik Pattabiraman
2021	J	`jnl`	ThingsMigrate: Platform-independent migration of stateful JavaScript Internet of Things applications. Softw. Pract. Exp. Kumseok Jung, Julien Gascon-Samson, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman
2021	—	`conf`	Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2021	J	`jnl`	Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2021	J	`jnl`	Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack. CoRR Zitao Chen, Pritam Dash, Karthik Pattabiraman
2021	C	`conf`	Understanding the Resilience of Neural Network Ensembles against Faulty Training Data. QRS Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2020	C	`conf`	Error Resilient Machine Learning for Safety-Critical Systems: Position Paper. IOLTS Karthik Pattabiraman, Guanpeng Li, Zitao Chen
2020	A	`conf`	GPU-trident: efficient modeling of error propagation in GPU programs. SC Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
2020	J	`jnl`	How Effective are Smart Contract Analysis Tools? Evaluating Smart Contract Static Analysis Tools Using Bug Injection. CoRR Asem Ghaleb, Karthik Pattabiraman
2020	A	`conf`	How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method. ISSRE Yong Yang, Yifan Wu, Karthik Pattabiraman, Long Wang, Ying Li
2020	A	`conf`	How effective are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection. ISSTA Asem Ghaleb, Karthik Pattabiraman
2020	—	`conf`	New Wine in an Old Bottle: N-Version Programming for Machine Learning Components. ISSRE Workshops Arpan Gujarati, Sathish Gopalakrishnan, Karthik Pattabiraman
2020	J	`jnl`	Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction. CoRR Zitao Chen, Guanpeng Li, Karthik Pattabiraman
2020	A	`conf`	TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2020	J	`jnl`	TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2020	—	`conf`	Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. DSN Workshops Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
2020	A	`conf`	TraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis. DSN Habib Saissi, Stefan Winter, Oliver Schwahn, Karthik Pattabiraman, Neeraj Suri
2019	A	`conf`	A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection. ISSRE Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
2019	A	`conf`	BonVoision: leveraging spatial data smoothness for recovery from memory soft errors. ICS Bo Fang, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
2019	J	`jnl`	Design-Level and Code-Level Security Analysis of IoT Devices. ACM Trans. Embed. Comput. Syst. Farid Molazem Tabrizi, Karthik Pattabiraman
2019	Misc	`conf`	Failure prediction in the internet of things due to memory exhaustion. SAC Mohammad Rafiuzzaman, Julien Gascon-Samson, Karthik Pattabiraman, Sathish Gopalakrishnan
2019	—	`conf`	OneOS: IoT Platform based on POSIX and Actors. HotEdge Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
2019	A	`conf`	Out of control: stealthy attacks against robotic vehicles protected by control-based techniques. ACSAC Pritam Dash, Mehdi Karimibiuki, Karthik Pattabiraman
2019	—	`conf`	Towards Predicting the Impact of Roll-Forward Failure Recovery for HPC Applications. DSN (Supplements) Bo Fang, Jieyang Chen, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
2018	—	`conf`	CORGIDS: A Correlation-based Generic Intrusion Detection System. CPS-SPC@CCS Ekta Aggarwal, Mehdi Karimibiuki, Karthik Pattabiraman, André Ivanov
2018	—	`conf`	DSML 2018 Introduction. DSN Workshops Homa Alemzadeh, Karthik Pattabiraman, David E. Evans
2018	Misc	`conf`	Demo: ThingsMigrate - Platform-Independent Live-Migration of JavaScript Processes. SEC Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
2018	C	`conf`	DynPolAC: Dynamic Policy-Based Access Control for IoT Systems. PRDC Mehdi Karimibiuki, Ekta Aggarwal, Karthik Pattabiraman, André Ivanov
2018	J	`jnl`	Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. Domenico Cotroneo, Karthik Pattabiraman, Antonio Pecchia
2018	A*	`conf`	Inferring hierarchical motifs from execution traces. ICSE Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2018	A	`conf`	Modeling Input-Dependent Error Propagation in Programs. DSN Guanpeng Li, Karthik Pattabiraman
2018	A	`conf`	Modeling Soft-Error Propagation in Programs. DSN Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
2018	Misc	`conf`	Poster: Towards a Distributed and Self-Adaptable Cloud-Edge Middleware. SEC Julien Gascon-Samson, Kumseok Jung, Karthik Pattabiraman
2018	—	`conf`	TensorFI: A Configurable Fault Injector for TensorFlow Applications. ISSRE Workshops Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2018	A	`conf`	ThingsMigrate: Platform-Independent Migration of Stateful JavaScript IoT Applications. ECOOP Julien Gascon-Samson, Kumseok Jung, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman
2017	J	`jnl`	A Study of Causes and Consequences of Client-Side JavaScript Bugs. IEEE Trans. Software Eng. Frolin S. Ocariza Jr., Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2017	—	`conf`	ARTINALI: dynamic invariant detection for cyber-physical system security. ESEC/SIGSOFT FSE Maryam Raiyat Aliabadi, Amita Ajith Kamath, Julien Gascon-Samson, Karthik Pattabiraman
2017	J	`jnl`	Configurable Detection of SDC-causing Errors in Programs. ACM Trans. Embed. Comput. Syst. Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Sharma Gupta, Jude A. Rivers
2017	A*	`conf`	Detecting unknown inconsistencies in web applications. ASE Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2017	A	`conf`	IPA: Error Propagation Analysis of Multi-Threaded Programs Using Likely Invariants. ICST Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
2017	A	`conf`	LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures. HPDC Bo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu
2017	A	`conf`	One Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors. DSN Behrooz Sangchoolie, Karthik Pattabiraman, Johan Karlsson
2017	—	`conf`	SmartJS: dynamic and self-adaptable runtime middleware for next-generation IoT systems. SPLASH (Companion Volume) Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
2017	—	`conf`	ThingsJS: towards a flexible and self-adaptable middleware for dynamic and heterogeneous IoT environments. M4IoT@Middleware Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
2017	A	`conf`	Understanding error propagation in deep learning neural network (DNN) accelerators and applications. SC Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2016	J	`jnl`	A Systematic Methodology for Evaluating the Error Resilience of GPGPU Applications. IEEE Trans. Parallel Distributed Syst. Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2016	A	`conf`	Atrina: Inferring Unit Oracles from GUI Test Cases. ICST Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2016	J	`jnl`	Automatic fault localization for client-side JavaScript. Softw. Test. Verification Reliab. Frolin S. Ocariza Jr., Guanpeng Li, Karthik Pattabiraman, Ali Mesbah
2016	J	`jnl`	Error Detector Placement for Soft Computing Applications. ACM Trans. Embed. Comput. Syst. Anna Thomas, Karthik Pattabiraman
2016	B	`conf`	FIDL: A Fault Injection Description Language for Compiler-Based SFI Tools. SAFECOMP Maryam Raiyat Aliabadi, Karthik Pattabiraman
2016	Misc	`conf`	Finding Resilience-Friendly Compiler Optimizations Using Meta-Heuristic Search Techniques. EDCC Nithya Narayanamurthy, Karthik Pattabiraman, Matei Ripeanu
2016	A	`conf`	Formal security analysis of smart embedded systems. ACSAC Farid Molazem Tabrizi, Karthik Pattabiraman
2016	—	`conf`	SDC is in the Eye of the Beholder: A Survey and Preliminary Study. DSN Workshops Bo Fang, Panruo Wu, Qiang Guan, Nathan DeBardeleben, Laura Monroe, Sean Blanchard, Zhizong Chen, Karthik Pattabiraman, Matei Ripeanu
2016	J	`jnl`	Understanding JavaScript Event-Based Interactions with Clematis. ACM Trans. Softw. Eng. Methodol. Saba Alimadadi, Sheldon Sequeira, Ali Mesbah, Karthik Pattabiraman
2016	A*	`conf`	Understanding asynchronous interactions in full-stack JavaScript. ICSE Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2016	A	`conf`	Understanding error propagation in GPGPU applications. SC Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2016	A	`conf`	ePVF: An Enhanced Program Vulnerability Factor Methodology for Cross-Layer Resilience Analysis. DSN Bo Fang, Qining Lu, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2015	J	`jnl`	Characterizing the Impact of Intermittent Hardware Faults on Programs. IEEE Trans. Reliab. Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2015	—	`conf`	Detecting Inconsistencies in JavaScript MVC Applications. ICSE (1) Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2015	A	`conf`	Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption. ISSRE Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2015	A	`conf`	Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs. DSN Guanpeng Li, Qining Lu, Karthik Pattabiraman
2015	Misc	`conf`	Flexible Intrusion Detection Systems for Memory-Constrained Embedded Systems. EDCC Farid Molazem Tabrizi, Karthik Pattabiraman
2015	J	`jnl`	Guided Mutation Testing for JavaScript Web Applications. IEEE Trans. Software Eng. Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2015	A	`conf`	Hybrid DOM-Sensitive Change Impact Analysis for JavaScript. ECOOP Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
2015	—	`conf`	Intrusion Detection System for Embedded Systems. Middleware Doctoral Symposium Farid Molazem Tabrizi, Karthik Pattabiraman
2015	A	`conf`	JSEFT: Automated Javascript Unit Test Generation. ICST Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2015	A*	`conf`	LED: Tool for Synthesizing Web Element Locators. ASE Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2015	C	`conf`	LLFI: An Intermediate Code-Level Fault Injection Tool for Hardware Faults. QRS Qining Lu, Mostafa Farahani, Jiesheng Wei, Anna Thomas, Karthik Pattabiraman
2015	—	`ed.`	Proceedings of the 9th International Symposium on Networks-on-Chip, NOCS 2015, Vancouver, BC, Canada, September 28-30, 2015 NOCS André Ivanov, Diana Marculescu, Partha Pratim Pande, José Flich, Karthik Pattabiraman
2015	A*	`conf`	Synthesizing Web Element Locators (T). ASE Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2014	—	`conf`	A Model-Based Intrusion Detection System for Smart Meters. HASE Farid Molazem Tabrizi, Karthik Pattabiraman
2014	A*	`conf`	Dompletion: DOM-aware JavaScript code completion. ASE Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2014	A	`conf`	Evaluating the Error Resilience of Parallel Programs. DSN Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2014	A	`conf`	Failure Analysis of Jobs in Compute Clouds: A Google Cluster Case Study. ISSRE Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2014	—	`conf`	Failure Prediction of Jobs in Compute Clouds: A Google Cluster Case Study. ISSRE Workshops Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2014	A	`conf`	GPGPUs: How to combine high computational power with high reliability. DATE Leonardo Arturo Bautista-Gomez, Franck Cappello, Luigi Carro, Nathan DeBardeleben, Bo Fang, Sudhanva Gurumurthi, Karthik Pattabiraman, Paolo Rech, Matteo Sonza Reorda
2014	B	`conf`	GPU-Qin: A methodology for evaluating the error resilience of GPGPU applications. ISPASS Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
2014	A	`conf`	Hardware-Software Integrated Diagnosis for Intermittent Hardware Faults. DSN Majid Dadashi, Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2014	A	`conf`	Mining questions asked by web developers. MSR Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2014	J	`jnl`	Modular protections against non-control data attacks. J. Comput. Secur. Cole Schlesinger, Karthik Pattabiraman, Nikhil Swamy, David Walker, Benjamin G. Zorn
2014	A	`conf`	Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults. DSN Jiesheng Wei, Anna Thomas, Guanpeng Li, Karthik Pattabiraman
2014	Misc	`conf`	SDCTune: A model for predicting the SDC proneness of an application for configurable protection. CASES Qining Lu, Karthik Pattabiraman, Meeta Sharma Gupta, Jude A. Rivers
2014	—	`conf`	Soft-LLFI: A Comprehensive Framework for Software Fault Injection. ISSRE Workshops Maryam Raiyat Aliabadi, Karthik Pattabiraman, Nematollah Bidokhti
2014	A*	`conf`	Understanding JavaScript event-based interactions. ICSE Saba Alimadadi, Sheldon Sequeira, Ali Mesbah, Karthik Pattabiraman
2014	A*	`conf`	Vejovis: suggesting fixes for JavaScript faults. ICSE Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2013	A	`conf`	An Empirical Study of Client-Side JavaScript Bugs. ESEM Frolin S. Ocariza Jr., Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
2013	A	`conf`	Efficient JavaScript Mutation Testing. ICST Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2013	A	`conf`	Error detector placement for soft computation. DSN Anna Thomas, Karthik Pattabiraman
2013	A*	`conf`	PYTHIA: Generating test cases with oracles for JavaScript applications. ASE Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
2013	—	`conf`	Predicting job completion times using system logs in supercomputing clusters. DSN Workshops Xin Chen, Charng-Da Lu, Karthik Pattabiraman
2013	J	`jnl`	SymPLFIED: Symbolic Program-Level Fault Injection and Error Detection Framework. IEEE Trans. Computers Karthik Pattabiraman, Nithin Nakka, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
2012	—	`conf`	A model for security analysis of smart meters. DSN Workshops Farid Molazem Tabrizi, Karthik Pattabiraman
2012	—	`conf`	Abstract: Evaluating Error Resiliency of GPGPU Applications. SC Companion Bo Fang, Jiesheng Wei, Karthik Pattabiraman, Matei Ripeanu
2012	A	`conf`	AutoFLox: An Automatic Fault Localizer for Client-Side JavaScript. ICST Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
2012	A	`conf`	BLOCKWATCH: Leveraging similarity in parallel programs for error detection. DSN Jiesheng Wei, Karthik Pattabiraman
2012	J	`jnl`	Efficient Runtime Detection and Toleration of Asymmetric Races. IEEE Trans. Computers Paruj Ratanaworabhan, Martin Burtscher, Darko Kirovski, Benjamin G. Zorn, Rahul Nagpal, Karthik Pattabiraman
2012	—	`conf`	Intermittent Hardware Errors Recovery: Modeling and Evaluation. QEST Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2012	—	`conf`	Poster: Evaluating Error Resiliency of GPGPU Applications. SC Companion Bo Fang, Jiesheng Wei, Karthik Pattabiraman, Matei Ripeanu
2011	J	`jnl`	Automated Derivation of Application-Aware Error Detectors Using Static Analysis: The Trusted Illiac Approach. IEEE Trans. Dependable Secur. Comput. Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2011	J	`jnl`	Automated Derivation of Application-Specific Error Detectors Using Dynamic Analysis. IEEE Trans. Dependable Secur. Comput. Karthik Pattabiraman, Giacinto Paolo Saggese, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2011	—	`conf`	Comparing the effects of intermittent and transient hardware faults on programs. DSN Workshops Jiesheng Wei, Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2011	A*	`conf`	Flikker: saving DRAM refresh-power through critical data partitioning. ASPLOS Song Liu, Karthik Pattabiraman, Thomas Moscibroda, Benjamin G. Zorn
2011	A	`conf`	JavaScript Errors in the Wild: An Empirical Study. ISSRE Frolin S. Ocariza Jr., Karthik Pattabiraman, Benjamin G. Zorn
2011	A	`conf`	Modular Protections against Non-control Data Attacks. CSF Cole Schlesinger, Karthik Pattabiraman, Nikhil Swamy, David Walker, Benjamin G. Zorn
2010	A	`conf`	DoDOM: Leveraging DOM Invariants for Web 2.0 Application Robustness Testing. ISSRE Karthik Pattabiraman, Benjamin G. Zorn
2010	C	`conf`	Modeling the Propagation of Intermittent Hardware Faults in Programs. PRDC Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2010	—	`conf`	Towards understanding the effects of intermittent hardware faults on programs. DSN Workshops Layali Rashid, Karthik Pattabiraman, Sathish Gopalakrishnan
2009	A	`conf`	An end-to-end approach for the automatic derivation of application-aware error detectors. DSN Galen Lyle, Shelley Cheny, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2009	—	`—`	Automated Derivation of Application-Aware Error and Attack Detectors Karthik Pattabiraman
2009	B	`conf`	Detecting and tolerating asymmetric races. PPoPP Paruj Ratanaworabhan, Martin Burtscher, Darko Kirovski, Benjamin G. Zorn, Rahul Nagpal, Karthik Pattabiraman
2009	Misc	`conf`	Discovering Application-Level Insider Attacks Using Symbolic Execution. SEC Karthik Pattabiraman, Nithin Nakka, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2009	A	`conf`	Second workshop on Compiler and Architectural Techniques for Application Reliability and Security (CATARS). DSN Karthik Pattabiraman, Zbigniew Kalbarczyk
2008	A	`conf`	Samurai: protecting critical data in unsafe languages. EuroSys Karthik Pattabiraman, Vinod Grover, Benjamin G. Zorn
2008	A	`conf`	SymPLFIED: Symbolic program-level fault injection and error detection framework. DSN Karthik Pattabiraman, Nithin Nakka, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2008	A	`conf`	Workshop on compiler and architectural techniques for application reliability and security (CATARS). DSN Karthik Pattabiraman, Shuo Chen, Zbigniew Kalbarczyk
2007	C	`conf`	Automated Derivation of Application-aware Error Detectors using Static Analysis. IOLTS Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2007	A	`conf`	Processor-Level Selective Replication. DSN Nithin Nakka, Karthik Pattabiraman, Ravishankar K. Iyer
2007	J	`jnl`	Toward Application-Aware Security and Reliability. IEEE Secur. Priv. Ravishankar K. Iyer, Zbigniew Kalbarczyk, Karthik Pattabiraman, William Healey, Wen-mei W. Hwu, Peter Klemperer, Reza Farivar
2006	Misc	`conf`	Dynamic Derivation of Application-Specific Error Detectors and their Implementation in Hardware. EDCC Karthik Pattabiraman, Giacinto Paolo Saggese, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2005	C	`conf`	Application-Based Metrics for Strategic Placement of Detectors. PRDC Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2005	A	`conf`	Modeling Coordinated Checkpointing for Large-Scale Supercomputers. DSN Long Wang, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Lawrence G. Votta, Christopher A. Vick, Alan Wood
2004	Misc	`conf`	Formal Reasoning of Various Categories of Widely Exploited Security Vulnerabilities by Pointer Taintedness Semantics. SEC Shuo Chen, Karthik Pattabiraman, Zbigniew Kalbarczyk, Ravishankar K. Iyer