Archives for weight poisoning
Pre-trained models, free datasets, APIs and all things open source have made ML development more affordable. The flip side to this is, these freely available datasets and pre-trained models are open for malicious players. Data poisoning, weight poisoning etc are well documented phenomena in the machine learning space. Detecting Neural Trojan attacks for an unknown…
The post How To Stave Off Data Security Attacks: A Checklist appeared first on Analytics India Magazine.
Pre-trained models have single-handedly changed the course of machine learning. They have redefined what we called ‘democratisation’ today. Any amateur developer can build a myriad of ML applications with very little knowledge of writing a neural network from scratch. However, there has been an increase in the usage of pre-trained models for many real-world scenarios.…
The post A Curious Case Of Weight Poisoning In Pre-trained Models appeared first on Analytics India Magazine.