Machine Learning for IT Security

Author:

Chan Philip K.

Publisher

Springer US

Reference12 articles.

1. Anderson D, Lunt T, Javitz H, Tamaru A, Valdes A (1995) Detecting unusual program behavior using the statistical component of the next-generation intrusion detection expert system (NIDES). Technical report SRI-CSL-95-06, SRI

2. Apap F, Honig A, Hershkop S, Eskin E, Stolfo S (2002) Detecting malicious software by monitoring anomalous windows registry accesses. In: Proceeding of fifth international symposium on recent advances in intrusion detection (RAID), Zurich, pp 16–18

3. Bratko A, Filipic B, Cormack G, Lynam T, Zupan B (2006) Spam filtering using statistical data compression models. J Mach Learn Res 7:2673–2698

4. Fumera G, Pillai I, Roli F (2006) Spam filtering based on the analysis of text information embedded into images. J Mach Learn Res 7:2699–2720

5. Ghosh A, Schwartzbard A (1999) A study in using neural networks for anomaly and misuse detection. In: Proceeding of 8th USENIX security symposium, Washington, DC, pp 141–151

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