2020 BRN Discussion, page-24258

Cyber security
I've ended up on Kostantinos Demertzis' mailing list when I downloaded one of his cyber security papers. This presentation discusses the use of SNN to foil Domain Generation Algorithm (DGA), which has evolved as one of the most dangerous and “undetectable” digital security deception methods.


https://www.academia.edu/9440090/Evolving_Smart_URL_Filter_in_a_Zone_based_Policy_Firewall_for_Detecting_Algorithmically_Generated_Malicious_Domains?email_work_card=abstract-read-more

Evolving Smart URL Filter in a Zone-based Policy Firewall for Detecting Algorithmically Generated Malicious Domain

Introduction an innovative an Evolving Smart URL- Filter in a Zone Based Policy Firewall(eSULF) for detecting algorithmically generated Malicious Domains Names'
–it is abiologically inspired artificial intelligence security technique as it uses Spiking Neural Networks.
–the efficiency of the propose! eSURLF approach has been compared to otherevolving and bio-inspired learning methods, namely:
–Feed Forward Neural Networks using "article Swarm optimi$ation (FNNPSO) and
–Gene Expression programming (GEP),
–a main a!vantage of eSuRLF is the fact that it reduces overhead and overallanalysis times by classifying malicious domains with high accuracy