Through a variety of geometric transformation techniques, the 315-image dataset was expanded to 2002 images, six times its original size, which are divided into five classes as mentioned previously. The data ga
The infrastructure and techniques used to deliver applications are undergoing a significant transformation, which is making it more challenging than ever for IT and cybersecurity teams to maintain both point-in-time and historical awareness of all application activity. Achieving the best possible security...
Back in 2018, they updated the Enterprise ATT&CK Matrix with Trusted Relationship (T1199) and Supply Chain Compromise (T1195) to increase awareness of these adversary techniques. The latter, Supply Chain Compromise (T1195), focuses on the manipulation of products before customers receive them. It...
Like all network segmentation techniques, the goal of micro-segmentation is to break an organization’s network into isolated chunks by defining internal network boundaries. By monitoring traffic crossing these boundaries, the organization achieves a higher level of internal network traffic visibility and...
Moreover, the task of image segmentation by a human expert can be efficiently automated by applying machine learning techniques in the form of a convolutional neural network, as demonstrated by successful applications in the fields of medicine [11], radiology [12], and cyber security [13]. The...
In: Proceedings of the international conference on intelligent information processing, security and advanced communication, pp 1–5 Diaz-Huerta CC, Felipe- Riveron EM, Montaño- Zetina LM (2014) Quantitative analysis of morphological techniques for automatic classification of micro-calcifications in ...
They were organized in topical sections as follows: Computer Vision, Cybersecurity and Fraud Detection, Data Analysis, Modeling, and Processing, Data Mining and Machine Learning, Forecasting and Optimization Techniques, Healthcare and Medical Applications, Speech and Text Processing....
Policy Creation: Most cybersecurity programs do not explicitly call for a segmentation policy. It is usually mentioned indirectly in various topics within the program, which unfortunately does not place sufficient importance or value on it. For example, an access-control policy may call out how an...
SE Labs’ methodology is to test full chains of attack, including complex, multi-staged ransomware threats, using a variety of tools and techniques employed by Advanced Persistent Threat actors in the wild. The test report results are a glowing AAA rating for vDefend Advanced Threat Prevention, ...
Physical segmentation techniques divide networks using dedicated hardware that supports each segment. It is the hardest type of segmentation to manage because each segment has a security perimeter and requires an Internet connection and firewall. Physically segmented networks don’t trust any external res...