Author Archives: karthikp

A Method to Facilitate Membership Inference Attacks in Deep Learning Models

Zitao Chen and Karthik Pattabiraman, To appear in the Network and Distributed Systems Security Symposium (NDSS), 2025. (Acceptance Rate: TBD) [ PDF | Talk ] (Code) (arXIV version). Artifacts Available, Functional and Results Reproduced.
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SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices

Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Shahrear Iqbal and Karthik Pattabiraman, Workshop on Cybersecurity in HealthCare (HealthSec), 2024. Co-held with ACM CCS’24. [ PDF | Talk ]
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AutoPatch: Automated Generation of Hotpatches for Real-Time Embedded Devices

Mohsen Salehi and Karthik Pattabiraman, ACM International Conference on Computer and Communications Security (CCS), 2024. (Acceptance Rate: 16.7%) [ PDF | Talk ] (code, arXIV version). Artifacts Available and Functional Badges
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SpecGuard: Specification Aware Recovery for Robotic Autonomous Vehicles from Physical Attacks

Pritam Dash, Ethan Chan and Karthik Pattabiraman, ACM International Conference on Computer and Communications Security (CCS), 2024. (Acceptance Rate: 16.7%) [ PDF | Talk ] (Code, Videos, arXIV version) Artifacts Available Badge
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Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models

Qutub Syed, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn1, Fabian Oboril, Cornelius Buerkle, Kay-Ulrich Scholl, Gereon Hinz and Alois Knoll, Proceedings of the IJCAI-AISafety Workshop, 2024. [ PDF | Talk ]
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Co-Approximator: Enabling Performance Prediction in Colocated Applications

Mohammad Rafiuzzaman, Sathish Gopalakrishnan and Karthik Pattabiraman, To appear in the ACM Transactions on Embedded Computing Systems (TECS). Acceptance Date: May 2024. [ PDF ]
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Harnessing Explainability to Improve ML Ensemble Resilience

Abraham Chan, Arpan Gujarati, Karthik Pattabiraman and Sathish Gopalakrishnan, Supplementary proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2024. Disrupt Track. (Acceptance Rate: TBD) [ PDF | Talk ]
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POMABuster: Detecting Price Oracle Manipulation Attacks in Decentralized Finance

Rui Xi, Zehua Wang, and Karthik Pattabiraman, Proceedings of the IEEE Symposium on Security and Privacy (S&P), 2024. (Acceptance Rate: 17.8%) [ PDF | Talk] (Code)
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Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems

Mohammad ElNawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, and Karthik Pattabiraman, Proceedings of the IEEE/ACM international conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (CHASE 2024). (Acceptance Rate: 28.4%) [ PDF | Talk ] (arXIV version, Code&data)
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ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications

Kumseok Jung, Gargi Mitra, Sathish Gopalakrishnan and Karthik Pattabiraman, Proceedings of the ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), 2024. (Acceptance Rate: 36.7%) [ PDF | Talk] (code)
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