35 citations · 56 across the 8 of their papers we have counts for
3 papers · 1 filter
ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations
Bahram Mohammadi, Mohammad Sabokrou
This paper presents a practical and simple yet efficient method to effectively deal with the catastrophic forgetting for Class Incremental Learning (CIL) tasks. CIL tends to learn…
AutoIDS: Auto-encoder Based Method for Intrusion Detection System
Mohammed Gharib, Bahram Mohammadi, Shadi Hejareh Dastgerdi +1
Intrusion Detection System (IDS) is one of the most effective solutions for providing primary security services. IDSs are generally working based on attack signatures or by detecti…
End-to-End Adversarial Learning for Intrusion Detection in Computer Networks
Bahram Mohammadi, Mohammad Sabokrou
This paper presents a simple yet efficient method for an anomaly-based Intrusion Detection System (IDS). In reality, IDSs can be defined as a one-class classification system, where…