Karthik Pattabiraman

Google Scholar ORCID: 0000-0003-2380-3415
54 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/ndss
A Method to Facilitate Membership Inference Attacks in Deep Learning Models.
Zitao Chen Karthik Pattabiraman
2025
conf/dsn
ReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data.
Abraham Chan Arpan Gujarati Karthik Pattabiraman Sathish Gopalakrishnan
2025
conf/dsn
Reentrancy Redux: The Evolution of Real-World Reentrancy Attacks on Blockchains.
Yuqi Liu Rui Xi Karthik Pattabiraman
2025
conf/dsn
Large-Scale AI Infra Reliability: Challenges, Strategies, and Llama 3 Training Experience.
Xun Jiao Abhinav Pandey Karthik Pattabiraman Fan Fred Lin
2025
conf/dsn
RAVAGE: Robotic Autonomous Vehicles' Attack Generation Engine.
Pritam Dash Karthik Pattabiraman
2025
conf/dsn
Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs.
Mohammed Elnawawy Gargi Mitra Shahrear Iqbal Karthik Pattabiraman
2024
conf/ccs
AutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices.
Mohsen Salehi Karthik Pattabiraman
2024
conf/ccs
SpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks.
Pritam Dash Ethan Chan Karthik Pattabiraman
2024
conf/sp
POMABuster: Detecting Price Oracle Manipulation Attacks in Decentralized Finance.
Rui Xi Zehua Wang Karthik Pattabiraman
2024
conf/asiaccs
Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks.
Pritam Dash Guanpeng Li Mehdi Karimibiuki Karthik Pattabiraman
2024
conf/ndss
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction.
Zitao Chen Karthik Pattabiraman
2024
conf/dsn
Tutorial: LLTFI and the Art of Fault Injection.
Karthik Pattabiraman Abraham Chan
2024
conf/dsn
Harnessing Explainability to Improve ML Ensemble Resilience.
Abraham Chan Arpan Gujarati Karthik Pattabiraman Sathish Gopalakrishnan
2023
conf/asiaccs
Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks.
Zitao Chen Pritam Dash Karthik Pattabiraman
2023
conf/dsn
Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults.
Udit Kumar Agarwal Abraham Chan Ali Asgari Khoshouyeh Karthik Pattabiraman
2023
conf/dsn
SwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms.
Yingao Elaine Yao Pritam Dash Karthik Pattabiraman
2023
conf/dsn
Beyond Detection: Securing Robotic Vehicles.
Pritam Dash Karthik Pattabiraman
2022
conf/ccs
Poster AutoPatch: Automatic Hotpatching of Real-Time Embedded Devices.
Mohsen Salehi Karthik Pattabiraman
2022
conf/ccs
Poster: May the Swarm Be With You: Sensor Spoofing Attacks Against Drone Swarms.
Yingao Elaine Yao Pritam Dash Karthik Pattabiraman
2022
conf/dsn
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications.
Abraham Chan Arpan Gujarati Karthik Pattabiraman Sathish Gopalakrishnan
2022
conf/dsn
Towards Building Resilient Ensembles against Training Data Faults.
Abraham Chan Arpan Gujarati Karthik Pattabiraman Sathish Gopalakrishnan
2021
conf/dsn
Fourth 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 Tramèr
2021
conf/dsn
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction.
Zitao Chen Guanpeng Li Karthik Pattabiraman
2021
conf/dsn
PID-Piper: Recovering Robotic Vehicles from Physical Attacks.
Pritam Dash Guanpeng Li Zitao Chen Mehdi Karimibiuki Karthik Pattabiraman
2020
conf/dsn
TraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis.
Habib Saissi Stefan Winter Oliver Schwahn Karthik Pattabiraman Neeraj Suri
2020
conf/dsn
Third International Workshop on Dependable and Secure Machine Learning - DSML 2020.
Homa Alemzadeh Rakesh Bobba Varun Chandrasekaran David E. Evans Nicolas Papernot Karthik Pattabiraman Florian Tramèr
2019
conf/dsn
Towards Predicting the Impact of Roll-Forward Failure Recovery for HPC Applications.
Bo Fang Jieyang Chen Karthik Pattabiraman Matei Ripeanu Sriram Krishnamoorthy
2019
conf/acsac
Out of control: stealthy attacks against robotic vehicles protected by control-based techniques.
Pritam Dash Mehdi Karimibiuki Karthik Pattabiraman
2018
conf/ccs
CORGIDS: A Correlation-based Generic Intrusion Detection System.
Ekta Aggarwal Mehdi Karimibiuki Karthik Pattabiraman André Ivanov
2018
conf/dsn
DSML 2018 Introduction.
Homa Alemzadeh Karthik Pattabiraman David E. Evans
2018
conf/dsn
Modeling Soft-Error Propagation in Programs.
Guanpeng Li Karthik Pattabiraman Siva Kumar Sastry Hari Michael B. Sullivan Timothy Tsai
2018
conf/dsn
Modeling Input-Dependent Error Propagation in Programs.
Guanpeng Li Karthik Pattabiraman
2017
conf/dsn
One Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors.
Behrooz Sangchoolie Karthik Pattabiraman Johan Karlsson
2016
conf/dsn
SDC 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
2016
conf/dsn
ePVF: An Enhanced Program Vulnerability Factor Methodology for Cross-Layer Resilience Analysis.
Bo Fang Qining Lu Karthik Pattabiraman Matei Ripeanu Sudhanva Gurumurthi
2016
conf/acsac
Formal security analysis of smart embedded systems.
Farid Molazem Tabrizi Karthik Pattabiraman
2015
conf/dsn
Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs.
Guanpeng Li Qining Lu Karthik Pattabiraman
2014
conf/dsn
Evaluating the Error Resilience of Parallel Programs.
Bo Fang Karthik Pattabiraman Matei Ripeanu Sudhanva Gurumurthi
2014
conf/dsn
Hardware-Software Integrated Diagnosis for Intermittent Hardware Faults.
Majid Dadashi Layali Rashid Karthik Pattabiraman Sathish Gopalakrishnan
2014
conf/dsn
Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults.
Jiesheng Wei Anna Thomas Guanpeng Li Karthik Pattabiraman
2013
conf/dsn
Error detector placement for soft computation.
Anna Thomas Karthik Pattabiraman
2013
conf/dsn
Predicting job completion times using system logs in supercomputing clusters.
Xin Chen Charng-Da Lu Karthik Pattabiraman
2012
conf/dsn
BLOCKWATCH: Leveraging similarity in parallel programs for error detection.
Jiesheng Wei Karthik Pattabiraman
2012
conf/dsn
A model for security analysis of smart meters.
Farid Molazem Tabrizi Karthik Pattabiraman
2011
conf/dsn
Comparing the effects of intermittent and transient hardware faults on programs.
Jiesheng Wei Layali Rashid Karthik Pattabiraman Sathish Gopalakrishnan
2010
conf/dsn
Towards understanding the effects of intermittent hardware faults on programs.
Layali Rashid Karthik Pattabiraman Sathish Gopalakrishnan
2009
conf/sec
Discovering Application-Level Insider Attacks Using Symbolic Execution.
Karthik Pattabiraman Nithin Nakka Zbigniew Kalbarczyk Ravishankar K. Iyer
2009
conf/dsn
Second workshop on Compiler and Architectural Techniques for Application Reliability and Security (CATARS).
Karthik Pattabiraman Zbigniew Kalbarczyk
2009
conf/dsn
An end-to-end approach for the automatic derivation of application-aware error detectors.
Galen Lyle Shelley Cheny Karthik Pattabiraman Zbigniew Kalbarczyk Ravishankar K. Iyer
2008
conf/dsn
Workshop on compiler and architectural techniques for application reliability and security (CATARS).
Karthik Pattabiraman Shuo Chen Zbigniew Kalbarczyk
2008
conf/dsn
SymPLFIED: Symbolic program-level fault injection and error detection framework.
Karthik Pattabiraman Nithin Nakka Zbigniew Kalbarczyk Ravishankar K. Iyer
2007
conf/dsn
Processor-Level Selective Replication.
Nithin Nakka Karthik Pattabiraman Ravishankar K. Iyer
2005
conf/dsn
Modeling Coordinated Checkpointing for Large-Scale Supercomputers.
Long Wang Karthik Pattabiraman Zbigniew Kalbarczyk Ravishankar K. Iyer Lawrence G. Votta Christopher A. Vick Alan Wood
2004
conf/sec
Formal Reasoning of Various Categories of Widely Exploited Security Vulnerabilities by Pointer Taintedness Semantics.
Shuo Chen Karthik Pattabiraman Zbigniew Kalbarczyk Ravishankar K. Iyer

Coauthors

Abhinav Pandey (1)
Abraham Chan (6)
Alan Wood (1)
Ali Asgari Khoshouyeh (1)
André Ivanov (1)
Anna Thomas (2)
Arpan Gujarati (4)
Behrooz Sangchoolie (1)
Bo Fang (4)
Charng-Da Lu (1)
Christopher A. Vick (1)
David E. Evans (3)
Ekta Aggarwal (1)
Ethan Chan (1)
Fan Fred Lin (1)
Farid Molazem Tabrizi (2)
Florian Tramèr (2)
Galen Lyle (1)
Gargi Mitra (1)
Guanpeng Li (8)
Habib Saissi (1)
Homa Alemzadeh (3)
Hui Xu (1)
Jiesheng Wei (3)
Jieyang Chen (1)
Johan Karlsson (1)
Karthik Pattabiraman (54)
Laura Monroe (1)
Lawrence G. Votta (1)
Layali Rashid (3)
Long Wang (1)
Majid Dadashi (1)
Matei Ripeanu (4)
Mehdi Karimibiuki (4)
Michael B. Sullivan (1)
Mohammed Elnawawy (1)
Mohsen Salehi (2)
Nathan DeBardeleben (1)
Neeraj Suri (1)
Nicolas Papernot (2)
Nithin Nakka (3)
Oliver Schwahn (1)
Panruo Wu (1)
Pritam Dash (9)
Qiang Guan (1)
Qining Lu (2)
Rakesh Bobba (2)
Ravishankar K. Iyer (6)
Rui Xi (2)
Sathish Gopalakrishnan (7)
Sean Blanchard (1)
Shahrear Iqbal (1)
Shelley Cheny (1)
Shuo Chen (2)
Siva Kumar Sastry Hari (1)
Sriram Krishnamoorthy (1)
Stefan Winter (1)
Sudhanva Gurumurthi (2)
Timothy Tsai (1)
Udit Kumar Agarwal (1)
Varun Chandrasekaran (2)
Xin Chen (1)
Xun Jiao (1)
Yingao Elaine Yao (2)
Yuqi Liu (1)
Zbigniew Kalbarczyk (7)
Zehua Wang (1)
Zhizong Chen (1)
Zitao Chen (5)
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