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dga-detector – AI Model by asobirov | AlphaNeural AI
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asobirov
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dga-detector
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joblib
dga-detection
streaming
asobirov/dga-preprocessed
harpomaxx/dga-detection
YangYang-Research/dga-detection
apache-2.0
us
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DGA SGD Detector
This model was trained on the
asobirov/dga-preprocessed
dataset using:
HashingVectorizer
(char 2–5 grams, 2**20 hash buckets)
SGDClassifier
with online
partial_fit
and incremental learning-rate tuning
Lightweight stats: length, digit ratio, Shannon entropy
Streaming training
on ~5 M domains, evaluated on ~1 M test domains from
harpomaxx/dga-detection
and
YangYang-Research/dga-detection
Decision threshold
optimized for F1 (=0.0794) yielding 85.7% accuracy, 83.6% DGA recall
