DDoS attacks are one of the most prevalent security threats to modern networks. In SDN, the separation of the control plane from the data plane offers unique opportunities for deploying intelligent ...

Distributed Denial of Service attack (DDoS) is the most dangerous attack in the field of network security. DDoS attack halts normal functionality of critical services of various online applications.

Most of the study conducted in literature assumes detection of DDoS threats as a binary clas- sification problem and their results give out whether an attack was attempted or not. However, in order to ...

Distributed Denial of Service (DDoS) attacks pose a substantial threat to the stability and security of networked systems by disrupting server replies and services. Their popularity arises from their ...

With the help of AI/ML algorithms, it is now possible to detect DDoS activity early and take immediate, targeted, and optimized mitigation measures to thwart such attacks.

The algorithm — which the researchers dubbed "DDoS attack detection via differential analysis of generalized entropy," or DoDGE — is both more accurate and less prone to falsely identify an ...

Its Adaptive Protection technology uses machine-learning models to analyze signals across web services to detect potential attacks. It can detect high volume application-layer DDoS attacks against ...