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cs.LG2022★ 1 cited
Do Transformers know symbolic rules, and would we know if they did?
Tommi Gröndahl, Yujia Guo, N. Asokan
To improve the explainability of leading Transformer networks used in NLP, it is important to tease apart genuine symbolic rules from merely associative input-output patterns. Howe…
cs.LG2021★ 3 cited
Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Models
Sebastian Szyller, Vasisht Duddu, Tommi Gröndahl +1
Machine learning models are typically made available to potential client users via inference APIs. Model extraction attacks occur when a malicious client uses information gleaned f…