Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants.
Karel BartosMichal SofkaVojtech FrancPublished in: USENIX Security Symposium (2016)
Keyphrases
- network traffic
- invariant representation
- malicious code
- detecting anomalous
- intrusion detection
- invariant representations
- anomaly detection
- traffic data
- network security
- affine transformation
- intrusion detection system
- selective attention
- network intrusion detection
- geometric structure
- translation invariant
- detect anomalies
- reverse engineering
- data mining
- long range dependence
- denoising
- training set
- training data
- machine learning