Using machine learning for reconnaissance
Machine learning has become a vital technology in cybersecurity. It is the art of using data and algorithms to imitate the way we learn as humans. Machine learning is a branch of artificial intelligence. In this section, we will explore the GyoiThon tool, which you can leverage during large-scale pentesting or red team activities.
There are four types of machine learning algorithms:
- Supervised: These learning algorithms are provided with a set of known data (labeled) that includes the desired output. The goal of this type of learning is for the algorithm to achieve a high level of accuracy by learning from patterns in the data to make predictions.
- Unsupervised: These learning algorithms are trained with unlabeled data or datasets that do not include the desired output. The algorithm tries to interpret and organize the datasets.
- Semi-supervised: This is a mix of the preceding types.
- Reinforcement learning: These...
