Avi Schwarzschild
3 papers in the PaperMetrix corpus
Papers by this author
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Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
2020 · arXiv (Cornell University)
Data poisoning and backdoor attacks manipulate training data in order to cause models to fail during inference. A recent survey of industry practitioners found that data poisoning is the number one concern among threats ranging …
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Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with\n Recurrent Networks
2021 · arXiv (Cornell University)
Deep neural networks are powerful machines for visual pattern recognition,\nbut reasoning tasks that are easy for humans may still be difficult for neural\nmodels. Humans possess the ability to extrapolate reasoning strategies learned\non simple problems to …
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Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
2025 · arXiv (Cornell University)
Prompt engineering has emerged as a powerful technique for optimizing large language models (LLMs) for specific applications, enabling faster prototyping and improved performance, and giving rise to the interest of the community in protecting proprietary …