security – Andrew Fairless, Ph.D.

What I Read: text embeddings

By Andrew Fairless on May 20, 2024March 11, 2024

https://thegradient.pub/text-embedding-inversion/ Do text embeddings perfectly encode text?Jack Morris05.Mar.2024 “What if someone hacks into the database and gains access to all your text embedding vectors – would this be bad?….Put simply:Continue readingWhat I Read: text embeddings

What I Read: Decentralized AI For Healthcare

By Andrew Fairless on May 7, 2021April 17, 2021

https://thegradient.pub/decentralized-ai-for-healthcare/ Decentralized AI For Healthcareby Zehra HayirciApril 8 2021 8:52 PM “Federated Learning… is the latest distributed learning framework that proposes training on locally stored data with local computational powerContinue readingWhat I Read: Decentralized AI For Healthcare

What I Read: Exploiting machine learning pickle files

By Andrew Fairless on April 4, 2021March 21, 2021

https://blog.trailofbits.com/2021/03/15/never-a-dill-moment-exploiting-machine-learning-pickle-files/ Never a dill moment: Exploiting machine learning pickle filesMarch 15, 2021By Evan Sultanik “we discuss the underhanded antics that can occur simply from loading an untrusted pickle file orContinue readingWhat I Read: Exploiting machine learning pickle files

What I Read: Deploying Machine Learning, a Survey of Case Studies

By Andrew Fairless on February 23, 2021February 3, 2021

https://arxiv.org/abs/2011.09926 Challenges in Deploying Machine Learning: a Survey of Case StudiesAndrei Paleyes, Raoul-Gabriel Urma, Neil D. Lawrence “This survey reviews published reports of deploying machine learning solutions in a varietyContinue readingWhat I Read: Deploying Machine Learning, a Survey of Case Studies

Tag: security