FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W752461967> ?p ?o ?g. }

• W752461967 abstract "The increase in bandwidth, the emergence of wireless technologies, and the spread of the Internet throughout the world have created new forms of communication with effects on areas such as business, entertainment, and education. This pervasion of computer networks into human activity has amplified the importance of cyber security. Network security relies heavily on Intrusion Detection Systems (IDS), whose objective is to detect malicious network traffic and computer usage. IDS data can be correlated into cyber attack tracks, which consist of ordered collections of alerts triggered during a single multi-stage attack. The objective of this research is to enhance the current knowledge of attack behavior by developing a model that captures the sequential properties of attack tracks. Two sequence characterization models are discussed: Variable Length Markov Models (VLMMs), which are a type of finite-context models, and Hidden Markov Models (HMMs), which are also known as finite-state models. A VLMM is implemented based on attack sequences s = {x1, x2, ...xn} where xi ∈ Ω and Ω is a set of possible values of one or more fields in an alert message. This work shows how the proposed model can be used to predict future attack actions (xj+1) belonging to a newly observed and unfolding attack sequence s = {x1, x2, ..., xj}. It also presents a metric that measures the variability in attack actions based on information entropy and a method for classifying attack tracks as sophisticated or simple based on average log-loss. In addition, insights into the analysis of attack target machines are discussed." @default.
• W752461967 created "2016-06-24" @default.
• W752461967 creator A5024004086 @default.
• W752461967 date "2007-01-01" @default.
• W752461967 modified "2023-09-27" @default.
• W752461967 title "Characterization of cyber attacks through variable length Markov models" @default.
• W752461967 cites W1507234719 @default.
• W752461967 cites W1537803653 @default.
• W752461967 cites W1539745582 @default.
• W752461967 cites W1546690352 @default.
• W752461967 cites W1550864366 @default.
• W752461967 cites W1558013024 @default.
• W752461967 cites W1587265799 @default.
• W752461967 cites W1592090113 @default.
• W752461967 cites W1606099259 @default.
• W752461967 cites W1612346709 @default.
• W752461967 cites W1674877186 @default.
• W752461967 cites W1941427975 @default.
• W752461967 cites W1961810468 @default.
• W752461967 cites W1964723226 @default.
• W752461967 cites W1967949770 @default.
• W752461967 cites W1980569719 @default.
• W752461967 cites W1986071441 @default.
• W752461967 cites W1986297667 @default.
• W752461967 cites W1994920552 @default.
• W752461967 cites W2011485152 @default.
• W752461967 cites W2016559036 @default.
• W752461967 cites W2029807956 @default.
• W752461967 cites W2032233042 @default.
• W752461967 cites W2044384431 @default.
• W752461967 cites W2080676333 @default.
• W752461967 cites W2081357650 @default.
• W752461967 cites W2082600559 @default.
• W752461967 cites W2082967074 @default.
• W752461967 cites W2085305295 @default.
• W752461967 cites W2087671069 @default.
• W752461967 cites W2094930182 @default.
• W752461967 cites W2106655090 @default.
• W752461967 cites W2107035663 @default.
• W752461967 cites W2118991533 @default.
• W752461967 cites W2119463329 @default.
• W752461967 cites W2125838338 @default.
• W752461967 cites W2125969310 @default.
• W752461967 cites W2128174217 @default.
• W752461967 cites W2128217000 @default.
• W752461967 cites W2129860818 @default.
• W752461967 cites W2130523241 @default.
• W752461967 cites W2130673717 @default.
• W752461967 cites W2137012911 @default.
• W752461967 cites W2146151266 @default.
• W752461967 cites W2146189323 @default.
• W752461967 cites W2148035254 @default.
• W752461967 cites W2150039113 @default.
• W752461967 cites W2152449272 @default.
• W752461967 cites W2163294786 @default.
• W752461967 cites W2166657964 @default.
• W752461967 cites W2170104027 @default.
• W752461967 cites W2170973665 @default.
• W752461967 cites W2278555227 @default.
• W752461967 cites W2323164813 @default.
• W752461967 cites W2611071497 @default.
• W752461967 cites W63951635 @default.
• W752461967 cites W78419132 @default.
• W752461967 cites W2017351993 @default.
• W752461967 cites W2494519947 @default.
• W752461967 hasPublicationYear "2007" @default.
• W752461967 type Work @default.
• W752461967 sameAs 752461967 @default.
• W752461967 citedByCount "7" @default.
• W752461967 countsByYear W7524619672012 @default.
• W752461967 countsByYear W7524619672014 @default.
• W752461967 countsByYear W7524619672015 @default.
• W752461967 countsByYear W7524619672020 @default.
• W752461967 crossrefType "journal-article" @default.
• W752461967 hasAuthorship W752461967A5024004086 @default.
• W752461967 hasConcept C106301342 @default.
• W752461967 hasConcept C110875604 @default.
• W752461967 hasConcept C119857082 @default.
• W752461967 hasConcept C121332964 @default.
• W752461967 hasConcept C124101348 @default.
• W752461967 hasConcept C127413603 @default.
• W752461967 hasConcept C136764020 @default.
• W752461967 hasConcept C154945302 @default.
• W752461967 hasConcept C166957645 @default.
• W752461967 hasConcept C176217482 @default.
• W752461967 hasConcept C201307755 @default.
• W752461967 hasConcept C205649164 @default.
• W752461967 hasConcept C21547014 @default.
• W752461967 hasConcept C23224414 @default.
• W752461967 hasConcept C2779343474 @default.
• W752461967 hasConcept C35525427 @default.
• W752461967 hasConcept C38652104 @default.
• W752461967 hasConcept C41008148 @default.
• W752461967 hasConcept C62520636 @default.
• W752461967 hasConcept C65856478 @default.
• W752461967 hasConcept C98763669 @default.
• W752461967 hasConceptScore W752461967C106301342 @default.
• W752461967 hasConceptScore W752461967C110875604 @default.
• W752461967 hasConceptScore W752461967C119857082 @default.
• W752461967 hasConceptScore W752461967C121332964 @default.

• next