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Qi Li

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Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level...USENIX Security '252025-08-13
Proposes Interpolated Approximate Measurement (IAM), a sample-level unlearning metric that interpolates model outputs via a bounded logit map and fits those…
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Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Implements a prototype on P4 Barefoot Tofino and claims line‑speed neural inference by running a binarized RNN with sliding‑window recurrence entirely on the…
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Low-level RASP: Protecting Applications Implemented in High-level Programming LanguagesBlack Hat USA 20232023-08-05
A low-level RASP hooks native entry points (JVM native call, system.load/native library loader, Node/V8 native APIs, PHP/Zend and Python C APIs, Ruby C API)…
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