Читать книгу Intelligent Security Systems - Leon Reznik - Страница 3

1 Chapter 1Table 1.1 Possible security threats against assets.Table 1.2 Comparison between artificial intelligence, machine learning, and...Table 1.3 Comparison between conventional and AI approaches to coding and s...Table 1.4 Comparison between human, expert system, and conventional program...Table 1.5 Expert systems: good and bad.Table 1.6 Input variables for air quality control neuro‐fuzzy system.Table 1.7 Comparison between supervised and unsupervised ML technique approa...

2 Chapter 2Table 2.1 Firewall generations and types.Table 2.2 Basic firewall architectures.Table 2.3 Policy excerpt example.Table 2.4 Motorola SBG9000 Router rules presentation.Table 2.5 Protocol/service and port number association.Table 2.6 Conventional vs. NG firewalls.

3 Chapter 3Table 3.1 Features of network‐based and host‐based IDS.Table 3.2 Features of varios IDS.Table 3.3 Comparison of various IDS configurations.Table 3.4 Comparison of intrusion detection methodologies.Table 3.5 Signature vs. anomaly.Table 3.6 The four different outcomes of IDS classification.Table 3.7 One attack recognition performance with RBF and MLP models.Table 3.8 Unknown attack recognition performance with RBF and MLP models.Table 3.9 Speeding up training with GA optimization.Table 3.10 IDS tools and systems.Table 3.11 Comparison of NIDS development tools capabilities.Table 3.12 Comparison of HIDS development tools capabilities.

4 Chapter 4Table 4.1 Virus genealogy.Table 4.2 Malware types comparison.Table 4.3 Comparison between metamorphic and polymorphic viruses.Table 4.4 Malware detection techniques comparison.

5 Chapter 5Table 5.1 Affirmative responses to password‐related questions.Table 5.2 Error margins for responses.Table 5.3 Number of responses.Table 5.4 Range of password use rates.Table 5.5 Range of filesharing rates.Table 5.6 Dangerous permission groups.Table 5.7 System’s parameters gathered by the library.Table 5.8 CNN hyperparameters choice.

6 Chapter 6Table 6.1 Classifier performance changes.