55 citations · 328 across the 36 of their papers we have counts for
4 papers · 1 filter
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…
Self-Supervised Representation Learning via Neighborhood-Relational Encoding
Mohammad Sabokrou, Mohammad Khalooei, Ehsan Adeli
In this paper, we propose a novel self-supervised representation learning by taking advantage of a neighborhood-relational encoding (NRE) among the training data. Conventional unsu…
AVD: Adversarial Video Distillation
Mohammad Tavakolian, Mohammad Sabokrou, Abdenour Hadid
In this paper, we present a simple yet efficient approach for video representation, called Adversarial Video Distillation (AVD). The key idea is to represent videos by compressing…
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…