Tag Archives: security

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, To appear in the 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, To appear in the ACM International Conference on Computer and Communications Security (CCS), 2024. (Acceptance Rate: TBD) [ 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, To appear in the ACM International Conference on Computer and Communications Security (CCS), 2024. (Acceptance Rate: TBD) [ PDF | Talk ] (Code, Videos, arXIV version) Artifacts Available Badge
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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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Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks

Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, and Karthik Pattabiraman, ACM Asia Conference on Computer and Communications Security (AsiaCCS), 2024. (Acceptance Rate: 21.9%) [PDF | Talk] (Code) (arXIV version)
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Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction

Zitao Chen and Karthik Pattabiraman, Proceedings of the Network and Distributed Systems Security Conference (NDSS), 2024. (Acceptance Rate: 15%). [ PDF | Talk ] (ArXIV, Code). Artifacts Available, Functional and Reproduced
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SwarmFuzz: Discovering GPS Spoofing Attacks in Drone Swarms

Elaine Yao, Pritam Dash and Karthik Pattabiraman, Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2023. (Acceptance rate: 20%) [ PDF | Talk ] (Code)
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AChecker: Statically Detecting Smart Contract Access Control Vulnerabilities

Asem Ghaleb, Julia Rubin, and Karthik Pattabiraman, Proceedings of the IEEE/ACM International Conference on Software Engineering (ICSE), 2023. (Acceptance Rate: 26%) [ PDF | Talk ] (Code). Artifacts available and reusable badge
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