Julien Gascon-Samson, Kumseok Jung, Shivanshu Goyal, Armin Rezalean-Asel, Karthik Pattabiraman, European Conference on Object Oriented Programming (ECOOP), 2018. (Acceptance Rate: 39%). [ PDF | Talk | Poster ] (Code)
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Recent Papers
- A Method to Facilitate Membership Inference Attacks in Deep Learning Models
- SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices
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- Co-Approximator: Enabling Performance Prediction in Colocated Applications
- Harnessing Explainability to Improve ML Ensemble Resilience
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- Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems
- ImmunoPlane: Middleware for Providing Adaptivity to Distributed Internet-of-Things Applications
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