Differential Privacy in Machine Learning with TensorFlow Privacy Reviews

i couldn't get it to run anything. tons of dependency issues and the privacy kernal installing where ever the hell it want. this lab is no where near push and play. it needs lots of troubleshooting.

Jean M. · Reviewed يومان ago

Heechang H. · Reviewed يومان ago

Jimmy G. · Reviewed يومان ago

Poco bien

Dua Z. · Reviewed يومان ago

밤 이. · Reviewed يومان ago

상태체크 안됨

Heechang H. · Reviewed 3 أيام ago

Onkar K. · Reviewed 3 أيام ago

Nikita K. · Reviewed 3 أيام ago

Saurav G. · Reviewed 3 أيام ago

The lab environment experienced several library dependency conflicts and encountered issues locating the installation path for the TensorFlow kernel. Despite successfully completing the tasks, the system fails to flag the lab as 'complete' regardless of multiple attempts. Could you please manually mark this as completed in the system? Kind regards and thank you in advance. Output: DP-SGD performed over 60000 examples with 32 examples per iteration, noise multiplier 0.5 for 1 epochs without microbatching, and no bound on number of examples per user. This privacy guarantee protects the release of all model checkpoints in addition to the final model. Example-level DP with add-or-remove-one adjacency at delta = 1e-05 computed with RDP accounting: Epsilon with each example occurring once per epoch: 10.726 Epsilon assuming Poisson sampling (*): 3.800 No user-level privacy guarantee is possible without a bound on the number of examples per user. (*) Poisson sampling is not usually done in training pipelines, but assuming that the data was randomly shuffled, it is believed the actual epsilon should be closer to this value than the conservative assumption of an arbitrary data order..

Enrique Á. · Reviewed 3 أيام ago

Heeralal Kumar S. · Reviewed 3 أيام ago

OM M. · Reviewed 3 أيام ago

Satyam V. · Reviewed 3 أيام ago

the lab is unable to monitor the progress. I'm not able to move forward

shlok p. · Reviewed 3 أيام ago

Nikitha P. · Reviewed 3 أيام ago

youngsuk kum 금. · Reviewed 3 أيام ago

Yerrannagari S. · Reviewed 3 أيام ago

Akash S. · Reviewed 3 أيام ago

Armand A. · Reviewed 3 أيام ago

Omkar S. · Reviewed 3 أيام ago

Kumari V. · Reviewed 3 أيام ago

Jumple P. · Reviewed 3 أيام ago

Bunny G. · Reviewed 4 أيام ago

Himanshu J. · Reviewed 4 أيام ago

Overall Good experience..

Vaidehi D. · Reviewed 4 أيام ago