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Differential Privacy for Federated Learning with Secure Aggregation
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Ask dap/vdaf people about writing our draft
#48
MxmUrw
opened
1 year ago
0
Submit issues for janus and prio
#47
MxmUrw
closed
1 year ago
1
Write python README for bindings repo
#46
MxmUrw
closed
1 year ago
1
Find maximal noise setting with which the learning does not crash (because of NaNs) and enforce at server creation time
#45
MxmUrw
opened
1 year ago
1
Calculate epsilon+delta from noise_param and num_of_iterations
#44
MxmUrw
closed
1 year ago
1
Update README's for all repos
#43
MxmUrw
closed
1 year ago
0
Merge janus-tasks with dpsa4fl repo
#42
MxmUrw
closed
1 year ago
0
Describe docker-compose setup such that people can run our janus's distributedly
#41
MxmUrw
closed
1 year ago
0
janus-tasks should provide a way to get the real janus executable's address
#40
MxmUrw
closed
1 year ago
0
Fix naming for rust functions such that cargo and clippy are happy
#39
MxmUrw
closed
1 year ago
0
Change privacy parameter to (u128^2) (pass until prio), there convert to noise parameter as BigUint^2
#38
MxmUrw
closed
1 year ago
0
Cleanup all repos (comments, organization)
#37
MxmUrw
closed
1 year ago
0
Cleanup FixedAny enum and traits mess
#36
MxmUrw
closed
1 year ago
0
Check fixed -> float conversion for correctness (getting noise param)
#35
MxmUrw
closed
1 year ago
1
implement proper setup procedure and janus configuration
#34
MxmUrw
opened
1 year ago
0
Follow janus conventions for generating and passing datastore keys
#33
MxmUrw
opened
1 year ago
0
Forward noise parameter into dpsa4fl-bindings.py
#32
MxmUrw
closed
1 year ago
1
Rebase dpsa4fl-bindings.py on newest janus fork
#31
MxmUrw
closed
1 year ago
0
Update the fixedpointvector types in janus (currently only 32bit has noise configuration)
#30
MxmUrw
opened
1 year ago
0
figure out privacy accumulation
#29
ooovi
opened
1 year ago
1
round towards zero for conversion to fixedpoint
#28
ooovi
opened
1 year ago
0
Verify functionality
#27
MxmUrw
opened
1 year ago
0
Integrate dp into the fixed-point bounded-norm vector type in prio
#26
MxmUrw
opened
1 year ago
0
Rebase all dpsa repos to begin work on M4
#25
MxmUrw
closed
1 year ago
0
Designing and understanding the privacy properties of our algorithm
#24
MxmUrw
opened
1 year ago
1
What are the correct parameters for the Discrete Gaussian w.r.t. our encoding s.t. we end up with the proper noise in float land?
#23
ooovi
opened
1 year ago
0
Understand how being in a finite field instead of on the integers affects the distribution
#22
ooovi
opened
1 year ago
0
Search for discrete gaussian implementations we can use (or roll our own)
#21
ooovi
opened
1 year ago
2
Understand the proposed implementations of DP in VDAF vs DAP
#20
MxmUrw
closed
1 year ago
2
Rethink milestone and submit for NLnet approval
#19
MxmUrw
opened
1 year ago
0
Discuss with prio/janus people about how we can go ahead with implementing a prototype fork with DP
#18
MxmUrw
opened
1 year ago
0
Deal with f64 / f32 type mismatch. Add in prio?
#17
MxmUrw
opened
1 year ago
2
prio-type bug on input size 62006?
#16
MxmUrw
closed
1 year ago
1
Enable logging for janus
#15
MxmUrw
closed
1 year ago
0
Fix janus aggregation not succeeding (VdafError)
#14
MxmUrw
closed
1 year ago
1
janus (reqwest) crashes because auth token is not base64 encoded
#13
MxmUrw
opened
1 year ago
1
database insert failure because of dependencies?
#12
MxmUrw
opened
1 year ago
1
In libprio-rs: Check that input vector has right size in `encode_measurement`
#11
MxmUrw
closed
1 year ago
0
janus crashes if report size is larger than `0xFFFF`
#10
MxmUrw
closed
1 year ago
1
Extract dpsa4fl-janus-tasks into own repo
#9
MxmUrw
closed
1 year ago
1
Integrate dpsa4fl-bindings.py into flower
#8
MxmUrw
opened
1 year ago
0
Implement janus-collector functionality
#7
MxmUrw
opened
1 year ago
0
Move dpsa4fl-janus-tasks into own project
#6
MxmUrw
closed
1 year ago
2
Implement task provisioning for test deployments
#5
MxmUrw
opened
1 year ago
0
Create python bindings for dpsa4fl (dpsa4fl-bindings.py)
#4
MxmUrw
opened
1 year ago
0
Experiment with how to integrate flower into our project dependencies
#3
MxmUrw
closed
1 year ago
0
Run janus instance locally
#2
MxmUrw
opened
1 year ago
0