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Abhinav Kumar

@abhinav_kumar26

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A researcher interested in machine learning security, privacy, and food. I do wonder if my urge to post will increase once I have more followers

Amherst, MA
Joined April 2023
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@abhinav_kumar26
Abhinav Kumar
5 months
RT @sebkrier: Ha! You can nerdsnipe reasoning models with decoy problems to make them overthink and slow them down/make them more expensive….
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@abhinav_kumar26
Abhinav Kumar
5 months
RT @ebagdasa: How Sudokus can waste your money? If you are using reasoning LLMs with public data, adversaries could pollute it with nonsens….
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@abhinav_kumar26
Abhinav Kumar
2 years
doing proof-based verification of outsourced machine learning workloads can be costly. A good workaround can be an ML model to detect maliciously modified predictions in real-time. Fides: A generative framework for outsourced ML workload validation via TEE.
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@abhinav_kumar26
Abhinav Kumar
2 years
RT @syhw: Do you need to quantize models? Try diffq, `pip install diffq` and
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@abhinav_kumar26
Abhinav Kumar
2 years
RT @WenhuChen: Tired of fine-tuning image generation models on each subject you care to generate? Today, we release SuTI, a zero-shot subje….
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