Machine Learning

Optimizing Leak Detection in Open-source Platforms with Machine Learning Techniques

Public code platforms like GitHub are exposed to several different attacks, and in particular to the detection and exploitation of …

Sofiane Lounici, Marco Rosa, Carlo Maria Negri, Slim Trabelsi, Melek Önen

Optimizing Leak Detection in Open-source Platforms with Machine Learning Techniques

Preventing Watermark Forging Attacks in a MLaaS Environment

With the development of machine learning models for task automation, watermarking appears to be a suitable solution to protect one’s …

Sofiane Lounici, Mohamed Njeh, Orhan Ermis, Melek Önen, Slim Trabelsi

Preventing Watermark Forging Attacks in a MLaaS Environment

Yes We can: Watermarking Machine Learning Models beyond Classification

Since machine learning models have become a valuable asset for companies, watermarking techniques have been developed to protect the …

Sofiane Lounici, Mohamed Njeh, Orhan Ermis, Melek Önen, Slim Trabelsi

Protect your machine learning models with watermarking

With the rise of machine learning models in production, there is a strong need for companies to protect their investements and preserve their intellectual property assets. Watermarking appears to be a promising solution to prevent thieves from stealing machine learning models.

Sofiane Lounici

Last updated on Nov 9, 2021 6 min read Deep Learning

Protect your machine learning models with watermarking

Secure your code repositories with Credential Digger

Credential Digger is an open-source Github scanning tool that identifies hardcoded credentials while filtering the false positive data through machine learning models.

Secure your code repositories with Credential Digger