Karthik Pattabiraman

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 108

Top Venues

Publications

Deval Shah, Zi Yu Xue, Karthik Pattabiraman, Tor M. Aamodt
Characterizing and Improving Resilience of Accelerators to Memory Errors in Autonomous Robots. ACM Trans. Cyber Phys. Syst. 8 (3) (2024)
Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CHASE (2024)
Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks. AsiaCCS (2024)
Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CoRR (2024)
Kumseok Jung, Gargi Mitra, Sathish Gopalakrishnan, Karthik Pattabiraman
ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications. IoTDI (2024)
Kumseok Jung, Gargi Mitra, Sathish Gopalakrishnan, Karthik Pattabiraman
Demo Abstract: ImmunoPlane - Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications. IoTDI (2024)
Zitao Chen, Karthik Pattabiraman
A Method to Facilitate Membership Inference Attacks in Deep Learning Models. CoRR (2024)
Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models. CoRR (2024)
Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Resilience Assessment of Large Language Models under Transient Hardware Faults. ISSRE (2023)
Gargi Mitra, Pritam Dash, Yingao Elaine Yao, Aastha Mehta, Karthik Pattabiraman
ICS-Sniper: A Targeted Blackhole Attack on Encrypted ICS Traffic. CoRR (2023)
Ali Asgari Khoshouyeh, Florian Geissler, Syed Qutub, Michael Paulitsch, Prashant Nair, Karthik Pattabiraman
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR (2023)
Zitao Chen, Karthik Pattabiraman
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction. CoRR (2023)
Amirhossein Ahmadi, Hazem A. Abdelhafez, Shashwat Jaiswal, Karthik Pattabiraman, Matei Ripeanu
Hot Under the Hood: An Analysis of Ambient Temperature Impact on Heterogeneous Edge Platforms. EdgeSys@EuroSys (2023)
Zitao Chen, Pritam Dash, Karthik Pattabiraman
Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks. AsiaCCS (2023)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Evaluating the Effect of Common Annotation Faults on Object Detection Techniques. ISSRE (2023)
Udit Kumar Agarwal, Abraham Chan, Ali Asgari, Karthik Pattabiraman
Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults. DSN-S (2023)
Pritam Dash, Karthik Pattabiraman
Beyond Detection: Securing Robotic Vehicles. DSN-S (2023)
Amirhossein Ahmadi, Hazem A. Abdelhafez, Karthik Pattabiraman, Matei Ripeanu
EdgeEngine: A Thermal-Aware Optimization Framework for Edge Inference. sec (2023)
Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
AChecker: Statically Detecting Smart Contract Access Control Vulnerabilities. ICSE (2023)
Stefan Winter, Abraham Chan, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
Error Propagation Analysis for Multithreaded Programs: An Empirical Approach. CoRR (2023)
Rui Xi, Karthik Pattabiraman
A large-scale empirical study of low-level function use in Ethereum smart contracts and automated replacement. Softw. Pract. Exp. 53 (3) (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP (2023)
Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. 181 (2023)
Yingao Elaine Yao, Pritam Dash, Karthik Pattabiraman
SwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms. DSN (2023)
Rui Xi, Karthik Pattabiraman
When They Go Low: Automated Replacement of Low-level Functions in Ethereum Smart Contracts. SANER (2022)
Asem Ghaleb, Julia Rubin, Karthik Pattabiraman
eTainter: detecting gas-related vulnerabilities in smart contracts. ISSTA (2022)
Behrooz Sangchoolie, Karthik Pattabiraman, Johan Karlsson
An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors in Programs. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
Replay-based Recovery for Autonomous Robotic Vehicles from Sensor Deception Attacks. CoRR (2022)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications. DSN (2022)
Hazem A. Abdelhafez, Hassan Halawa, Amr Almoallim, Amirhossein Ahmadi, Karthik Pattabiraman, Matei Ripeanu
Characterizing Variability in Heterogeneous Edge Systems: A Methodology & Case Study. SEC (2022)
Mohsen Salehi, Karthik Pattabiraman
Poster AutoPatch: Automatic Hotpatching of Real-Time Embedded Devices. CCS (2022)
Mohammad Rafiuzzaman, Sathish Gopalakrishnan, Karthik Pattabiraman
$\pi$-Configurator: Enabling Efficient Configuration of Pipelined Applications on the Edge. IoTDI (2022)
Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
Improving the Accuracy of IR-Level Fault Injection. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
Poster: EdgeShell - A language for composing edge applications. SEC (2022)
Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track). ISSRE (2022)
Yingao (Elaine) Yao, Pritam Dash, Karthik Pattabiraman
Poster: May the Swarm Be With You: Sensor Spoofing Attacks Against Drone Swarms. CCS (2022)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Towards Building Resilient Ensembles against Training Data Faults. DSN Workshops (2022)
Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021. DSN Workshops (2021)
Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
Demo: OneOS - Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines. SEC (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR (2021)
Hassan Halawa, Hazem A. Abdelhafez, Mohamed Osama Ahmed, Karthik Pattabiraman, Matei Ripeanu
MIRAGE: Machine Learning-based Modeling of Identical Replicas of the Jetson AGX Embedded Platform. SEC (2021)
Hazem A. Abdelhafez, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu
Snowflakes at the Edge: A Study of Variability among NVIDIA Jetson AGX Xavier Boards. EdgeSys@EuroSys (2021)
Deval Shah, Zi Yu Xue, Karthik Pattabiraman, Tor M. Aamodt
Characterizing and Improving the Resilience of Accelerators in Autonomous Robots. CoRR (2021)
Zitao Chen, Pritam Dash, Karthik Pattabiraman
Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack. CoRR (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI (2021)
Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
PID-Piper: Recovering Robotic Vehicles from Physical Attacks. DSN (2021)
Niranjhana Narayanan, Karthik Pattabiraman
TF-DM: Tool for Studying ML Model Resilience to Data Faults. DeepTest@ICSE (2021)
Mehdi Karimibiuki, Karthik Pattabiraman, André Ivanov
Are you for Real? Authentication in Dynamic IoT Systems. PRDC (2021)
Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
(WiP) LLTFI: Low-Level Tensor Fault Injector. ISSRE Workshops (2021)
Kumseok Jung, Julien Gascon-Samson, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman
ThingsMigrate: Platform-independent migration of stateful JavaScript Internet of Things applications. Softw. Pract. Exp. 51 (1) (2021)
Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
OneOS: Middleware for Running Edge Computing Applications as Distributed POSIX Pipelines. SEC (2021)
Zitao Chen, Guanpeng Li, Karthik Pattabiraman
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction. DSN (2021)
Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data. QRS (2021)
Aarti Kashyap, Syed Mubashir Iqbal, Karthik Pattabiraman, Margo I. Seltzer
ReLUSyn: Synthesizing Stealthy Attacks for Deep Neural Network Based Cyber-Physical Systems. CoRR (2021)
Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
GPU-trident: efficient modeling of error propagation in GPU programs. SC (2020)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR (2020)
Arpan Gujarati, Sathish Gopalakrishnan, Karthik Pattabiraman
New Wine in an Old Bottle: N-Version Programming for Machine Learning Components. ISSRE Workshops (2020)
Zitao Chen, Guanpeng Li, Karthik Pattabiraman
Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction. CoRR (2020)
Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. DSN Workshops (2020)
Asem Ghaleb, Karthik Pattabiraman
How Effective are Smart Contract Analysis Tools? Evaluating Smart Contract Static Analysis Tools Using Bug Injection. CoRR (2020)
Karthik Pattabiraman, Guanpeng Li, Zitao Chen
Error Resilient Machine Learning for Safety-Critical Systems: Position Paper. IOLTS (2020)
Asem Ghaleb, Karthik Pattabiraman
How effective are smart contract analysis tools? evaluating smart contract static analysis tools using bug injection. ISSTA (2020)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE (2020)
Habib Saissi, Stefan Winter, Oliver Schwahn, Karthik Pattabiraman, Neeraj Suri
TraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis. DSN (2020)
Yong Yang, Yifan Wu, Karthik Pattabiraman, Long Wang, Ying Li
How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method. ISSRE (2020)
Bo Fang, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
BonVoision: leveraging spatial data smoothness for recovery from memory soft errors. ICS (2019)
Farid Molazem Tabrizi, Karthik Pattabiraman
Design-Level and Code-Level Security Analysis of IoT Devices. ACM Trans. Embed. Comput. Syst. 18 (3) (2019)
Pritam Dash, Mehdi Karimibiuki, Karthik Pattabiraman
Out of control: stealthy attacks against robotic vehicles protected by control-based techniques. ACSAC (2019)
Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection. ISSRE (2019)
Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
OneOS: IoT Platform based on POSIX and Actors. HotEdge (2019)
Zitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
: an efficient fault injector for safety-critical machine learning systems. SC (2019)
Bo Fang, Jieyang Chen, Karthik Pattabiraman, Matei Ripeanu, Sriram Krishnamoorthy
Towards Predicting the Impact of Roll-Forward Failure Recovery for HPC Applications. DSN (Supplements) (2019)
Mohammad Rafiuzzaman, Julien Gascon-Samson, Karthik Pattabiraman, Sathish Gopalakrishnan
Failure prediction in the internet of things due to memory exhaustion. SAC (2019)
Saba Alimadadi, Ali Mesbah, Karthik Pattabiraman
Inferring hierarchical motifs from execution traces. ICSE (2018)
Guanpeng Li, Karthik Pattabiraman
Modeling Input-Dependent Error Propagation in Programs. DSN (2018)
Mehdi Karimibiuki, Ekta Aggarwal, Karthik Pattabiraman, André Ivanov
DynPolAC: Dynamic Policy-Based Access Control for IoT Systems. PRDC (2018)
Ekta Aggarwal, Mehdi Karimibiuki, Karthik Pattabiraman, André Ivanov
CORGIDS: A Correlation-based Generic Intrusion Detection System. CPS-SPC@CCS (2018)
Julien Gascon-Samson, Kumseok Jung, Karthik Pattabiraman
Poster: Towards a Distributed and Self-Adaptable Cloud-Edge Middleware. SEC (2018)
Kumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman
Demo: ThingsMigrate - Platform-Independent Live-Migration of JavaScript Processes. SEC (2018)
Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
Modeling Soft-Error Propagation in Programs. DSN (2018)
Julien Gascon-Samson, Kumseok Jung, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman
ThingsMigrate: Platform-Independent Migration of Stateful JavaScript IoT Applications. ECOOP (2018)
Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Configurable Fault Injector for TensorFlow Applications. ISSRE Workshops (2018)
Domenico Cotroneo, Karthik Pattabiraman, Antonio Pecchia
Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. 15 (6) (2018)
Homa Alemzadeh, Karthik Pattabiraman, David E. Evans
DSML 2018 Introduction. DSN Workshops (2018)
Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Sharma Gupta, Jude A. Rivers
Configurable Detection of SDC-causing Errors in Programs. ACM Trans. Embed. Comput. Syst. 16 (3) (2017)
Bo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu
LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures. HPDC (2017)
Frolin S. Ocariza Jr., Karthik Pattabiraman, Ali Mesbah
Detecting unknown inconsistencies in web applications. ASE (2017)
Behrooz Sangchoolie, Karthik Pattabiraman, Johan Karlsson
One Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors. DSN (2017)
Maryam Raiyat Aliabadi, Amita Ajith Kamath, Julien Gascon-Samson, Karthik Pattabiraman
ARTINALI: dynamic invariant detection for cyber-physical system security. ESEC/SIGSOFT FSE (2017)
Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
Understanding error propagation in deep learning neural network (DNN) accelerators and applications. SC (2017)
Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
IPA: Error Propagation Analysis of Multi-Threaded Programs Using Likely Invariants. ICST (2017)
Frolin S. Ocariza Jr., Kartik Bajaj, Karthik Pattabiraman, Ali Mesbah
A Study of Causes and Consequences of Client-Side JavaScript Bugs. IEEE Trans. Software Eng. 43 (2) (2017)
Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
ThingsJS: towards a flexible and self-adaptable middleware for dynamic and heterogeneous IoT environments. M4IoT@Middleware (2017)
Julien Gascon-Samson, Mohammad Rafiuzzaman, Karthik Pattabiraman
SmartJS: dynamic and self-adaptable runtime middleware for next-generation IoT systems. SPLASH (Companion Volume) (2017)
Farid Molazem Tabrizi, Karthik Pattabiraman
Formal security analysis of smart embedded systems. ACSAC (2016)
Shabnam Mirshokraie, Ali Mesbah, Karthik Pattabiraman
Atrina: Inferring Unit Oracles from GUI Test Cases. ICST (2016)
Bo Fang, Karthik Pattabiraman, Matei Ripeanu, Sudhanva Gurumurthi
A Systematic Methodology for Evaluating the Error Resilience of GPGPU Applications. IEEE Trans. Parallel Distributed Syst. 27 (12) (2016)
Saba Alimadadi, Sheldon Sequeira, Ali Mesbah, Karthik Pattabiraman
Understanding JavaScript Event-Based Interactions with Clematis. ACM Trans. Softw. Eng. Methodol. 25 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Karthik Pattabiraman