The two notebooks in this repository are used as an example of attacks on AI models.
- Poisoning Attack Spam Filter: Poisoning Attack on a Spam filter created using Support Vector Machines for Classification (SVC)
- Fast Gradient Sign Method Adversarial Attack: Input Attack on an Image Classification CNN using the Fast Gradient Sign Method and showing the effect of the adversarial patches in the predictions.