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Found 8 papers, 0 papers with code
Towards an Efficient Simulation Approach for Transmission Systems with ICT Infrastructures
With the transition towards a smart grid, Information and Communications Technology (ICT) infrastructures play a growing role in the operation of transmission systems.
Review on the Feasibility of Adversarial Evasion Attacks and Defenses for Network Intrusion Detection Systems
However, many studies in the field of computer vision have shown that ML can be fooled by intentionally crafted instances, called adversarial examples.
Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems
As a result, the purpose of this study was to investigate the actual feasibility of adversarial attacks, specifically evasion attacks, against network-based intrusion detection systems (NIDS), demonstrating that it is entirely possible to fool these ML-based IDSs using our proposed adversarial algorithm while assuming as many constraints as possible in a black-box setting.
TAD: Transfer Learning-based Multi-Adversarial Detection of Evasion Attacks against Network Intrusion Detection Systems
In an attempt to detect those adversarial attacks, we design and implement multiple transfer learning-based adversarial detectors, each receiving a subset of the information passed through the IDS.
Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems
In the last decade, the use of Machine Learning techniques in anomaly-based intrusion detection systems has seen much success.
Adversarial Training for Deep Learning-based Intrusion Detection Systems
Nowadays, Deep Neural Networks (DNNs) report state-of-the-art results in many machine learning areas, including intrusion detection.
Efficient Intrusion Detection Using Evidence Theory
Intrusion Detection Systems (IDS) are now an essential element when it comes to securing computers and networks.
CSI-based versus RSS-based Secret-Key Generation under Correlated Eavesdropping
Physical-layer security (PLS) has the potential to strongly enhance the overall system security as an alternative to or in combination with conventional cryptographic primitives usually implemented at higher network layers.
