Survey of intrusion detection systems: techniques, datasets and challenges
Cyber-attacks are becoming more sophisticated and thereby presenting increasing
challenges in accurately detecting intrusions. Failure to prevent the intrusions could degrade …
challenges in accurately detecting intrusions. Failure to prevent the intrusions could degrade …
[PDF][PDF] Neural networks vs. decision trees for intrusion detection
Signature based intrusion detection systems cannot detect new attacks. These systems are
the most used and developed ones. Current anomaly based intrusion detection systems are …
the most used and developed ones. Current anomaly based intrusion detection systems are …
A machine learning framework for network anomaly detection using SVM and GA
In today's world of computer security, Internet attacks such as Dos/DDos, worms, and
spyware continue to evolve as detection techniques improve. It is not easy, however, to …
spyware continue to evolve as detection techniques improve. It is not easy, however, to …
[HTML][HTML] Ensuring network security with a robust intrusion detection system using ensemble-based machine learning
MA Hossain, MS Islam - Array, 2023 - Elsevier
Intrusion detection is a critical aspect of network security to protect computer systems from
unauthorized access and attacks. The capacity of traditional intrusion detection systems …
unauthorized access and attacks. The capacity of traditional intrusion detection systems …
[PDF][PDF] Performance of machine learning techniques in anomaly detection with basic feature selection strategy-a network intrusion detection system
With the proliferation of internet users around the world, it is becoming imperative to make
communications safer than before. A network intrusion detection system is pivotal for …
communications safer than before. A network intrusion detection system is pivotal for …
Anomaly-based network intrusion detection: Techniques, systems and challenges
P Garcia-Teodoro, J Diaz-Verdejo… - computers & …, 2009 - Elsevier
The Internet and computer networks are exposed to an increasing number of security
threats. With new types of attacks appearing continually, developing flexible and adaptive …
threats. With new types of attacks appearing continually, developing flexible and adaptive …