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softsys4ai
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athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
https://softsys4ai.github.io/athena/
MIT License
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Bump tensorflow from 1.13.1 to 1.15.4
#38
dependabot[bot]
opened
3 years ago
0
Bump tensorflow-gpu from 1.13.1 to 1.15.4
#37
dependabot[bot]
opened
3 years ago
0
reset function in src/evaluation/eval_whitebox.py
#36
ScottLiao920
closed
3 years ago
5
Normalized l2-dissimilarity
#35
ScottLiao920
closed
4 years ago
4
Bump tensorflow from 1.13.1 to 1.15.2
#34
dependabot[bot]
closed
3 years ago
1
Bump tensorflow-gpu from 1.13.1 to 1.15.2
#33
dependabot[bot]
closed
3 years ago
1
refactor
#32
MENG2010
closed
2 years ago
1
Bump tensorflow from 1.13.1 to 1.15.0
#31
dependabot[bot]
closed
4 years ago
1
Bump tensorflow-gpu from 1.13.1 to 1.15.0
#30
dependabot[bot]
closed
4 years ago
1
Evaluate Grey-box Threat Model
#29
MENG2010
closed
4 years ago
1
Evaluate White-box Threat Model
#28
MENG2010
closed
4 years ago
1
Momentum Iterative Method
#27
StephenBaione
closed
4 years ago
0
Support MIM attack
#26
MENG2010
closed
4 years ago
1
End-to-end demo for our defense approach
#25
oceank
closed
3 years ago
1
SC computing cluster: deploy a docker container that could access a GPU node
#24
oceank
opened
5 years ago
0
Organize the defense in a folder
#23
MENG2010
closed
2 years ago
1
Tune and fix bugs for new transformations
#22
MENG2010
opened
5 years ago
7
Investigate how adv attacks change the class activation mapping (CAM)
#21
pooyanjamshidi
closed
4 years ago
1
Visualizing label separateability using t-sne
#20
pooyanjamshidi
closed
4 years ago
1
Readme for the project showing the end top end workflow
#19
pooyanjamshidi
closed
2 years ago
1
poisson-noise transformation model crashes when predicting the AE, jsma (theta-10, gamma-30)
#18
oceank
closed
4 years ago
2
exceptions were thrown when applying some sort of transformations
#17
MENG2010
closed
4 years ago
1
use FLAG to manage configurations
#16
MENG2010
opened
5 years ago
0
manage the information with logging
#15
MENG2010
opened
5 years ago
0
Accuracy of some transform models are lower than that of clean model
#14
oceank
closed
4 years ago
1
make current defense approaches (ensemble models) to not depend on a specific AE type
#13
oceank
closed
4 years ago
1
Test if the current defenses does not reply on a specifc AE type
#12
oceank
closed
4 years ago
2
Detection as a defense
#11
oceank
opened
5 years ago
1
Investigation on the difference of inference time between BS and AE
#10
oceank
closed
4 years ago
1
Issues running script on gcloud
#9
MENG2010
closed
5 years ago
3
Implementing some random noise as a weak attack
#8
pooyanjamshidi
closed
2 years ago
1
construct tests for this project
#7
MENG2010
opened
5 years ago
0
CW attack
#6
MENG2010
closed
4 years ago
1
DEEPFOOL (l_inf norm)
#5
MENG2010
opened
5 years ago
0
pgd attack
#4
MENG2010
closed
5 years ago
1
blackbox attack
#3
MENG2010
closed
4 years ago
1
Get scripts run on rci nodes.
#2
MENG2010
closed
5 years ago
4
support one-pixel attack
#1
MENG2010
closed
4 years ago
1