Items where Author is "Trawicki, Stefan"

Journal Article

Hackett, William and Trawicki, Stefan and Yu, Zhengxin and Suri, Neeraj and Garraghan, Peter (2022) PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models. arXiv, abs/22. ISSN 2331-8422

Hackett, William and Trawicki, Stefan and Yu, Zhengxin and Suri, Neeraj and Garraghan, Peter (2022) Pinch : An Adversarial Extraction Attack Framework for Deep Learning Models. arXiv. ISSN 2331-8422

Contribution to Conference

Trawicki, Stefan and Hackett, William and Birch, Lewis and Suri, Neeraj and Garraghan, Peter (2023) Compilation as a Defense : Enhancing DL Model Attack Robustness via Tensor Optimization. In: Conference on Applied Machine Learning for Information Security, 2023-10-19 - 2023-10-20, Sands Capital Building, 1000 Wilson Boulevard, 30th Floor.

Birch, Lewis and Hackett, William and Trawicki, Stefan and Suri, Neeraj and Garraghan, Peter (2023) Model Leeching : An Extraction Attack Targeting LLMs. In: Conference on Applied Machine Learning for Information Security, 2023-10-19 - 2023-10-20, 1000 Wilson Boulevard, 30th Floor.