def attack_run(master_settings):
align = master_settings["align"]
decoder = master_settings["decoder"]
loss = master_settings["loss"]
kappa = master_settings["kappa"]
outdir = master_settings["outdir"]
attack_type = os.path.basename(__file__).replace(".py", "")
outdir = os.path.join(outdir, attack_type)
outdir = os.path.join(outdir, "confidence/logprobs-greedydiff/")
outdir = os.path.join(outdir, "{}/".format(align))
outdir = os.path.join(outdir, "{}/".format(decoder))
outdir = os.path.join(outdir, "{}/".format(loss))
outdir = os.path.join(outdir, "{}/".format(kappa))
master_settings["outdir"] = outdir
batch_gen = data.ingress.etl.batch_generators.PATH_GENERATORS[align](
master_settings)
manager(
master_settings,
create_attack_graph,
batch_gen,
results_extract_fn=custom_extract_results,
results_transform_fn=data.egress.transform.unbounded_gen,
)
log("Finished run.")
def attack_run(master_settings):
align = master_settings["align"]
decoder = master_settings["decoder"]
outdir = master_settings["outdir"]
attack_type = os.path.basename(__file__).replace(".py", "")
outdir = os.path.join(outdir, attack_type)
outdir = os.path.join(outdir, "confidence/weightedmaxmin/")
outdir = os.path.join(outdir, "{}/".format(align))
outdir = os.path.join(outdir, "{}/".format(decoder))
master_settings["outdir"] = outdir
batch_gen = data.ingress.etl.batch_generators.PATH_GENERATORS[align](
master_settings)
manager(
master_settings,
create_attack_graph,
batch_gen,
results_extract_fn=custom_extract_results,
results_transform_fn=data.egress.transform.evasion_gen,
)
log("Finished run.")