mlProhard

Pittrap

tamuctf

Given: `pittrap.tar.gz` containing `src/gigem.onnx` (1.7MB ONNX neural network model)

optimization pytorch onnx neural_network local_optima deceptive_landscape gumbel_softmax simulated_annealing genetic_algorithm conv1d

simulated_annealingonnx_model_analysisneural_network_weight_extractiongumbel_softmax_optimizationgenetic_algorithmpair_exhaustive_searchthematic_phrase_guessingdeceptive_landscape_escape

$ ls tags/ techniques/

optimization pytorch onnx neural_network local_optima deceptive_landscape gumbel_softmax simulated_annealing genetic_algorithm conv1d

simulated_annealingonnx_model_analysisneural_network_weight_extractiongumbel_softmax_optimizationgenetic_algorithmpair_exhaustive_searchthematic_phrase_guessingdeceptive_landscape_escape

Analysis

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$ python3 exploit.py --target 192.168.1.1 --port 8080
[*] Connecting to target...
[+] Shell obtained!

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