Matches in SemOpenAlex for { <https://semopenalex.org/work/W2907165009> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W2907165009 abstract "Cyber threats have emerged as a key societal concern. To counter the growing threat of cyber-attacks, organizations, in recent years, have begun investing heavily in developing Cyber Threat Intelligence (CTI). Fundamentally a data driven process, many organizations have traditionally collected and analyzed data from internal log files, resulting in reactive CTI. The online hacker community can offer significant proactive CTI value by alerting organizations to threats they were not previously aware of. Amongst various platforms, forums provide the richest metadata, data permanence, and tens of thousands of freely available Tools, Techniques, and Procedures (TTP). However, forums often employ anti-crawling measures such as authentication, throttling, and obfuscation. Such limitations have restricted many researchers to batch collections. This exploratory study aims to (1) design a novel web crawler augmented with numerous anti-crawling countermeasures to collect hacker exploits on an ongoing basis, (2) employ a state-of-the-art deep learning approach, Long Short-Term Memory (LSTM) Recurrent Neural Network (RNN), to automatically classify exploits into pre-defined categories on-the-fly, and (3) develop interactive visualizations enabling CTI practitioners and researchers to explore collected exploits for proactive, timely CTI. The results of this study indicate, among other findings, that system and network exploits are shared significantly more than other exploit types." @default.
- W2907165009 created "2019-01-11" @default.
- W2907165009 creator A5017102020 @default.
- W2907165009 creator A5038811607 @default.
- W2907165009 creator A5074286244 @default.
- W2907165009 creator A5089332395 @default.
- W2907165009 date "2018-11-01" @default.
- W2907165009 modified "2023-10-18" @default.
- W2907165009 title "Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study" @default.
- W2907165009 cites W1672113969 @default.
- W2907165009 cites W1674074141 @default.
- W2907165009 cites W1976216148 @default.
- W2907165009 cites W2100464657 @default.
- W2907165009 cites W2554200766 @default.
- W2907165009 cites W2744049423 @default.
- W2907165009 cites W2782101021 @default.
- W2907165009 cites W2963980822 @default.
- W2907165009 cites W4236259340 @default.
- W2907165009 doi "https://doi.org/10.1109/isi.2018.8587336" @default.
- W2907165009 hasPublicationYear "2018" @default.
- W2907165009 type Work @default.
- W2907165009 sameAs 2907165009 @default.
- W2907165009 citedByCount "20" @default.
- W2907165009 countsByYear W29071650092019 @default.
- W2907165009 countsByYear W29071650092020 @default.
- W2907165009 countsByYear W29071650092021 @default.
- W2907165009 countsByYear W29071650092022 @default.
- W2907165009 countsByYear W29071650092023 @default.
- W2907165009 crossrefType "proceedings-article" @default.
- W2907165009 hasAuthorship W2907165009A5017102020 @default.
- W2907165009 hasAuthorship W2907165009A5038811607 @default.
- W2907165009 hasAuthorship W2907165009A5074286244 @default.
- W2907165009 hasAuthorship W2907165009A5089332395 @default.
- W2907165009 hasConcept C136764020 @default.
- W2907165009 hasConcept C13743948 @default.
- W2907165009 hasConcept C165696696 @default.
- W2907165009 hasConcept C2522767166 @default.
- W2907165009 hasConcept C38652104 @default.
- W2907165009 hasConcept C41008148 @default.
- W2907165009 hasConcept C86844869 @default.
- W2907165009 hasConcept C93518851 @default.
- W2907165009 hasConceptScore W2907165009C136764020 @default.
- W2907165009 hasConceptScore W2907165009C13743948 @default.
- W2907165009 hasConceptScore W2907165009C165696696 @default.
- W2907165009 hasConceptScore W2907165009C2522767166 @default.
- W2907165009 hasConceptScore W2907165009C38652104 @default.
- W2907165009 hasConceptScore W2907165009C41008148 @default.
- W2907165009 hasConceptScore W2907165009C86844869 @default.
- W2907165009 hasConceptScore W2907165009C93518851 @default.
- W2907165009 hasLocation W29071650091 @default.
- W2907165009 hasOpenAccess W2907165009 @default.
- W2907165009 hasPrimaryLocation W29071650091 @default.
- W2907165009 hasRelatedWork W1987059498 @default.
- W2907165009 hasRelatedWork W2497169483 @default.
- W2907165009 hasRelatedWork W2943873441 @default.
- W2907165009 hasRelatedWork W2987285902 @default.
- W2907165009 hasRelatedWork W3006507989 @default.
- W2907165009 hasRelatedWork W3163508776 @default.
- W2907165009 hasRelatedWork W3176479423 @default.
- W2907165009 hasRelatedWork W4223894744 @default.
- W2907165009 hasRelatedWork W4285792982 @default.
- W2907165009 hasRelatedWork W4292148085 @default.
- W2907165009 isParatext "false" @default.
- W2907165009 isRetracted "false" @default.
- W2907165009 magId "2907165009" @default.
- W2907165009 workType "article" @default.