TY  - Type of reference 
TI  - Spot the hack: Intrusion detection systems for avionics networks using machine learning 
AU  - Fehmi Jaafar 
AU  - Florent Avellaneda 
AU  - Omer Nguena Timo 
AU  - Mario Beaulieu 
AU  - David Landry 
AB  - The MIL-STD-1553B is a standard defining a set of requirements which cover all aspects of a serial multiplex data bus, from mechanical to electrical and functional aspects. The bus aimed to interconnect avionics subsystems via a single medium. Several military services and contractors adopted MIL-STD-1553 as an avionics data bus due to its data integrity insurance. However, new research work has demonstrated a set of security vulnerabilities for this bus. This paper presents the creation of effective intrusion detection systems (IDS) for avionics networks and bus technologies used within the aerospace and space industry. 
DO  - 10.21494/ISTE.OP.2023.0911 
JF  - Technology and Innovation 
KW  - MIL-STD-1553,  Intrusion detection systems,  Avionics networks,  Bus technologies,  LogBert, MIL-STD-1553,  Système de Détection d’Intrusions,  Réseaux Avioniques,  Technologies de bus,  LogBert,  
L1  - https://openscience.fr/IMG/pdf/iste_techinn23v8n1_4.pdf 
LA  - en 
PB  - ISTE OpenScience 
DA  - 2023/01/6 
SN  - 2399-8571 
TT  - Repérez le piratage : Systèmes de détection d’intrusion pour réseaux avioniques en utilisant l’apprentissage automatique 
UR  - https://openscience.fr/Spot-the-hack-Intrusion-detection-systems-for-avionics-networks-using-machine 
IS  - Issue 1 
VL  - 8 
ER  -