attilamester malflow issues

attilamester / malflow

https://attilamester.github.io/call-graph/

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Feature/156 simplified model keep only mnemonic when encoding an instruction into pixel

#164 attilamester closed 5 months ago
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Feature/156 simplified model keep only mnemonic when encoding an instruction into pixel

#163 attilamester closed 6 months ago
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Add resnet1d model (IMPORTANT: dataloader needs a view(3, -1)). Add hexdump image creation

#162 attilamester closed 6 months ago
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Feature/156 simplified model keep only mnemonic when encoding an instruction into pixel

#161 attilamester closed 6 months ago
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Fix the image normalization

#160 attilamester closed 6 months ago
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Add new hparam: max-items-per-class

#159 attilamester closed 6 months ago
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Add new instruction encode: based on mnemonic-prefix-bnd

#158 attilamester closed 6 months ago
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Add new instruction encode: based only on mnemonic

#157 attilamester closed 6 months ago
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Simplified model: keep only mnemonic when encoding an instruction into pixel

#156 attilamester closed 6 months ago
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Embedding/1hot-encode based classifier

#155 attilamester opened 6 months ago
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Add BODMAS baseline notebook with binary and multiclass classification

#154 attilamester closed 6 months ago
1
Update pytorch-example dependency

#153 attilamester closed 7 months ago
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Create baseline based on `An Evaluation and Performance study on BODMAS dataset for Malware Analysis`

#152 attilamester closed 6 months ago
1
Add pyproject, manifest, licence. Uploaded initial version to test.pypi

#151 attilamester closed 7 months ago
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Make tool uploaded to pypi

#150 attilamester opened 7 months ago
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Feature/132 linkshow instructions at pixels on heatmap

#149 attilamester closed 7 months ago
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Eval model in WIP

#148 attilamester closed 7 months ago
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Add plotly plotter of the sample's images

#147 attilamester closed 7 months ago
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Compare with literature: simple image based on binary instead of CFG

#146 attilamester opened 7 months ago
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Fix simple CNN fc size

#145 attilamester closed 7 months ago
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Radare 5.9.0 release out today

#144 attilamester opened 7 months ago
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Update model info flags

#143 attilamester closed 7 months ago
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Fix size mismatch

#142 attilamester closed 7 months ago
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Add custom simple CNN + alexnet, densenet(121+161), efficientnet, mobilenet, googlenet, vgg. InceptionV3 seems to not work yet due to AuxLogits

#141 attilamester closed 7 months ago
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Apply augmented samples only to train set - ie. after split

#140 attilamester closed 7 months ago
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New model: Simple MLP

#139 attilamester closed 7 months ago
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Fix an unnecessary dependency

#138 attilamester closed 7 months ago
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Feature/129 augmentation on callgraph object

#137 attilamester closed 7 months ago
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Feature/129 augmentation on callgraph object

#136 attilamester closed 7 months ago
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Feature/129 augmentation on callgraph object

#135 attilamester closed 7 months ago
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Feature/129 augmentation on callgraph object

#134 attilamester closed 7 months ago
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Check if pymetangine generates functioanlly eq. code

#133 attilamester closed 7 months ago
1
Link&show instructions at pixels on heatmap

#132 attilamester opened 7 months ago
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Interpretation of cg images / classification

#131 attilamester opened 7 months ago
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Augmentation on callgraph images (after cg traversal)

#130 attilamester closed 7 months ago
1
Augmentation on callgraph object

#129 attilamester closed 7 months ago
2
Augmentation of cg images

#128 attilamester closed 7 months ago
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Add data info to hparams tab on TB

#127 attilamester closed 7 months ago
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Pass hparams though subprocess arg, not file - concurrency issues solved

#126 attilamester closed 7 months ago
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Fix the concurrent runs. See: hparams.env

#125 attilamester closed 7 months ago
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Improve env load display

#124 attilamester closed 7 months ago
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Correct mean-std calculation after filtering the ds. Dynamic batch size calculation

#123 attilamester closed 7 months ago
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Add early stopping to fork repo

#122 attilamester closed 7 months ago
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Add early stopping mechanism

#121 attilamester closed 7 months ago
1
Add resnet50 & 18 models to the loop, configurable from env

#120 attilamester closed 8 months ago
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Drop the last fully connected layer's data and init with xavier_uniform_

#119 attilamester closed 8 months ago
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Pretrained model: solve the last fc layer init.

#118 attilamester closed 8 months ago
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Feature/102 bagnet experiments

#117 attilamester closed 8 months ago
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Fix bagnet model num-class loading. Add dep. torchmetrics==1.3.1. Adapt the loop to log every 10th epoch the conf matrix + pr curves

#116 attilamester closed 8 months ago
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PR curve: class-level and micro-avg over all classes

#115 attilamester closed 8 months ago
0