How to Steal a Model
from Linear Digressions Hosted by Katie Malone
What does it mean to steal a model? It means someone (the thief, presumably) can re-create the predictions of the model without having access to the algorithm itself, or the training data. Sound far-fetched? It isn't. If that person can ask for predictions from the model, and he (or she) asks just the right questions, the model can be reverse-engineered right out from under you. Relevant links: https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_tramer.pdf
Embed this episode
No transcript yet.
Similar podcasts
The Talk Show With John Gruber
Daring Fireball / John Gruber
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
Getting Into Infosec
Ayman Elsawah
Interviews with people who have transitioned and got jobs in #infosec and #cybersecurity so you can learn and be inspired from their experience. There is no linear path into the field of Information Security, so the hope is that you will resonate with at least one of the guests. Some of my guests were teachers, paralegals, librarians, military vets, developers, and IT help desk techs (to name a few) before transitioning. Also featuring "spoof" ads poking fun at the industry.
Frequently asked questions
How long is this episode of Linear Digressions?
This episode is 13 minutes long.
When was this Linear Digressions episode published?
This episode was published on October 9, 2016.
Can I download this Linear Digressions episode?
Yes. Use the download control on the episode player to save the publisher-provided media file.