melihcatal advsecurenet issues

melihcatal / advsecurenet

Machine Learning Security Library

https://melihcatal.github.io/advsecurenet/

MIT License

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issues

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Untargeted LOTS attack fails on the CLI

#142 melihcatal opened 1 week ago
0
Targeted LOTS attack fails on the CLI

#141 melihcatal opened 1 week ago
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Add SonarCloud GH Actions

#140 melihcatal closed 3 months ago
1
Develop

#139 melihcatal closed 3 months ago
0
CLI model config should support IMAGENET1K_V2 weights for the standard pretrained models

#138 melihcatal closed 4 months ago
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Implement Logging System

#137 melihcatal closed 3 months ago
1
Support distributed evaluations

#136 melihcatal closed 3 months ago
1
Support top-n accuracy

#135 melihcatal closed 4 months ago
0
Support custom transforms

#134 melihcatal closed 4 months ago
0
Can't load pretrained models with normalization layer

#133 melihcatal closed 4 months ago
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Dataset Factory should have the option to immediately return the loaded data instead of the dataset object

#132 melihcatal closed 4 months ago
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dataset factory should support string data type

#131 melihcatal closed 4 months ago
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recursive dataclass instantiation ignores Optional types

#129 melihcatal closed 3 months ago
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CLI config yml files should be placed in the CLI folder

#128 melihcatal closed 4 months ago
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Support for Distributed Execution of Adversarial Attacks

#127 melihcatal closed 3 months ago
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Extend CLI to Include Support for External Model Architectures

#126 melihcatal closed 3 months ago
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Real and adversarial images are in different value ranges, so they are handled differently

#124 siebenkopf closed 3 months ago
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Add Alias Support for Help and Version CLI Commands

#123 melihcatal closed 6 months ago
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CLI attacks ignore device settings when device is written in uppercase

#122 melihcatal closed 6 months ago
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Hardcoded device for the LOTS attack in CLI

#121 melihcatal closed 6 months ago
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Missing decision boundary attack in CLI

#120 melihcatal closed 3 months ago
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CLI Attacks doesn't support custom number of classes and input channels

#119 melihcatal closed 6 months ago
0
Support NLP Attacks

#118 melihcatal opened 8 months ago
2
Implementing Multi-GPU Support for Adversarial Attacks

#117 melihcatal closed 3 months ago
1
CLI attacks should have an option to save generated adversarial images

#116 melihcatal closed 6 months ago
0
Targeted CW attack is not support in CLI

#115 melihcatal closed 3 months ago
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Missing targeted-fgsm attack in CLI

#114 melihcatal closed 3 months ago
1
sync develop and main

#113 melihcatal closed 8 months ago
0
stack expects each tensor to be equal size

#111 melihcatal closed 9 months ago
0
Adversarial and Normal Trainer should be more customizable

#110 melihcatal closed 9 months ago
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The attack success rate evaluator should exclude samples for which the classifier's initial prediction is already incorrect

#109 melihcatal closed 9 months ago
1
Adversarial images should be normalized before merging them with the original images

#108 melihcatal closed 9 months ago
1
Distance metrics should work on unnormalized data

#107 melihcatal closed 9 months ago
0
cli test doesn't support custom data path

#106 melihcatal closed 9 months ago
0
minor updates

#105 melihcatal closed 9 months ago
0
Adversarial Evaluator should parameterise the distance metric for the perturbation effectiveness score

#104 melihcatal closed 9 months ago
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Similarity metrics are not accurate when used in an evaluation context

#103 melihcatal closed 9 months ago
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Decision Boundary Attack and Some Updates

#102 melihcatal closed 9 months ago
0
Parameter mismatch custom and is_custom

#101 melihcatal closed 9 months ago
0
implement boundary attack

#100 melihcatal closed 9 months ago
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v0.1.3 updates

#99 melihcatal closed 9 months ago
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store epoch loss values in a log file

#98 melihcatal closed 9 months ago
0
ddp adversarial trainer doesn't work for vision transformer models

#97 melihcatal closed 9 months ago
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ddp trainer doesn't work for vision transformer models

#96 melihcatal closed 9 months ago
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Update examples

#95 melihcatal closed 3 months ago
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ddp trainer doesn't use all available gpus if no specific set of gpus is provided

#94 melihcatal closed 9 months ago
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set shuffle false while using ddp

#93 melihcatal closed 9 months ago
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Have Targeted FGSM

#92 melihcatal closed 9 months ago
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Support evaluation metrics through CLI

#91 melihcatal closed 4 months ago
0
update develop branch

#90 melihcatal closed 10 months ago
0