35 citations · 56 across the 4 of their papers we have counts for
5 papers
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…
Image/Video Deep Anomaly Detection: A Survey
Bahram Mohammadi, Mahmood Fathy, Mohammad Sabokrou
The considerable significance of Anomaly Detection (AD) problem has recently drawn the attention of many researchers. Consequently, the number of proposed methods in this research…
G2D: Generate to Detect Anomaly
Masoud Pourreza, Bahram Mohammadi, Mostafa Khaki +3
In this paper, we propose a novel method for irregularity detection. Previous researches solve this problem as a One-Class Classification (OCC) task where they train a reference mo…
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…