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pro vyhledávání: '"Liang, Sichu"'
Model extraction aims to create a functionally similar copy from a machine learning as a service (MLaaS) API with minimal overhead, typically for illicit profit or as a precursor to further attacks, posing a significant threat to the MLaaS ecosystem.
Externí odkaz:
http://arxiv.org/abs/2409.14122
With the rise of Machine Learning as a Service (MLaaS) platforms,safeguarding the intellectual property of deep learning models is becoming paramount. Among various protective measures, trigger set watermarking has emerged as a flexible and effective
Externí odkaz:
http://arxiv.org/abs/2404.13518
As a modern ensemble technique, Deep Forest (DF) employs a cascading structure to construct deep models, providing stronger representational power compared to traditional decision forests. However, its greedy multi-layer learning procedure is prone t
Externí odkaz:
http://arxiv.org/abs/2309.09030
The current security problems in cyberspace are characterized by strong and complex threats. Defenders face numerous problems such as lack of prior knowledge, various threats, and unknown vulnerabilities, which urgently need new fundamental theories
Externí odkaz:
http://arxiv.org/abs/2208.10276
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