CoProtector enables dual protection of open-source repositories with both the untargeted and targeted poisoning methods. To ensure the watermark integrity, it first applies the untargeted poisoning and then the targeted poisoning.
Oct 25, 2021 · We design and implement a prototype, CoProtector, which utilizes data poisoning techniques to arm source code repositories for defending against such exploits.
Apr 25, 2022 · We design and implement a prototype, CoProtector, which utilizes data poisoning techniques to arm source code repositories for defending against such exploits.
Protect Open-Source Code against Unauthorized Training Usage with ...
www.semanticscholar.org › paper
It is argued that there is a need to invent effective mechanisms for protecting open-source code from being exploited by deep learning models, ...
Code for the prototype tool in our paper "CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning".
To mitigate the potential exploitation of such code, the authors introduce a prototype named CoProtector, which employs data poisoning techniques. ...
Duration: 16:32
Posted: Sep 12, 2022
Posted: Sep 12, 2022
Here, we design and implement a prototype, CoProtector, which utilizes data poisoning techniques to arm source code repositories for defending against such ...
Oct 13, 2021 · To this end, we design and implement a prototype, CoProtector, which utilizes data poisoning techniques to arm source code repositories for ...
Apr 26, 2022 · Bibliographic details on CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning.
All-in-one, full cycle insider risk management platform that mitigates insider threats. Proactive...