Matches in SemOpenAlex for { <https://semopenalex.org/work/W2946804763> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2946804763 abstract "JavaScript plays an important role in web applications and services, which is used by millions of web pages in optimizing interface design, embedding dynamic texts, reading and writing HTML elements, validating form data, responding to browser events, controlling cookies and much more. However, since JavaScript is cross-platform and can be executed dynamically, it has been a major vehicle for web-based attacks. Existing solutions work by performing static analysis or monitoring program execution dynamically. However, since the heavy use of obfuscation techniques, many methods no longer apply to malicious JavaScript code detection, and it has been a huge challenge to de-obfuscate obfuscated malicious JavaScript code accurately. In this paper, we propose a hybrid analysis method combining static and dynamic analysis for detecting malicious JavaScript code that works by first conducting syntax analysis and dynamic instrumentation to extract internal features that are related to malicious code and then performing classification-based detection to distinguish attacks. In addition, based on code instrumentation, we propose a new method which can deobfuscate part of obfuscated malicious JavaScript code accurately. Ultimately, we implement a browser plug-in called MJDetector and perform evaluation on 450 real web pages. Evaluation results show that our method can detect malicious JavaScript code and de-obfuscate obfucation effectively and efficiently. Specifically, MJDetector can detect JavaScipt attacks in current web pages with high accuracy 94.76% and de-obfuscate obfuscate code of specific types with accuracy 100% whereas the base line method can only detect with accuracy 81.16% and has no capacity of de-obfuscation." @default.
- W2946804763 created "2019-05-29" @default.
- W2946804763 creator A5027856081 @default.
- W2946804763 creator A5051008938 @default.
- W2946804763 creator A5089027946 @default.
- W2946804763 date "2018-12-01" @default.
- W2946804763 modified "2023-10-16" @default.
- W2946804763 title "Malicious JavaScript Code Detection Based on Hybrid Analysis" @default.
- W2946804763 cites W1485337887 @default.
- W2946804763 cites W1792275236 @default.
- W2946804763 cites W1976526581 @default.
- W2946804763 cites W1983195562 @default.
- W2946804763 cites W1987644478 @default.
- W2946804763 cites W1987647365 @default.
- W2946804763 cites W2026054276 @default.
- W2946804763 cites W2044675702 @default.
- W2946804763 cites W2087363218 @default.
- W2946804763 cites W2118294554 @default.
- W2946804763 cites W2124944346 @default.
- W2946804763 cites W2135211381 @default.
- W2946804763 cites W2162387923 @default.
- W2946804763 cites W2169868363 @default.
- W2946804763 cites W2196732887 @default.
- W2946804763 cites W2532550198 @default.
- W2946804763 cites W2911964244 @default.
- W2946804763 cites W2916086000 @default.
- W2946804763 doi "https://doi.org/10.1109/apsec.2018.00051" @default.
- W2946804763 hasPublicationYear "2018" @default.
- W2946804763 type Work @default.
- W2946804763 sameAs 2946804763 @default.
- W2946804763 citedByCount "14" @default.
- W2946804763 countsByYear W29468047632019 @default.
- W2946804763 countsByYear W29468047632020 @default.
- W2946804763 countsByYear W29468047632021 @default.
- W2946804763 countsByYear W29468047632022 @default.
- W2946804763 countsByYear W29468047632023 @default.
- W2946804763 crossrefType "proceedings-article" @default.
- W2946804763 hasAuthorship W2946804763A5027856081 @default.
- W2946804763 hasAuthorship W2946804763A5051008938 @default.
- W2946804763 hasAuthorship W2946804763A5089027946 @default.
- W2946804763 hasConcept C103048170 @default.
- W2946804763 hasConcept C111919701 @default.
- W2946804763 hasConcept C118530786 @default.
- W2946804763 hasConcept C118643609 @default.
- W2946804763 hasConcept C136764020 @default.
- W2946804763 hasConcept C177264268 @default.
- W2946804763 hasConcept C198240166 @default.
- W2946804763 hasConcept C199360897 @default.
- W2946804763 hasConcept C21959979 @default.
- W2946804763 hasConcept C2776760102 @default.
- W2946804763 hasConcept C38652104 @default.
- W2946804763 hasConcept C40305131 @default.
- W2946804763 hasConcept C41008148 @default.
- W2946804763 hasConcept C43126263 @default.
- W2946804763 hasConcept C544833334 @default.
- W2946804763 hasConcept C97686452 @default.
- W2946804763 hasConceptScore W2946804763C103048170 @default.
- W2946804763 hasConceptScore W2946804763C111919701 @default.
- W2946804763 hasConceptScore W2946804763C118530786 @default.
- W2946804763 hasConceptScore W2946804763C118643609 @default.
- W2946804763 hasConceptScore W2946804763C136764020 @default.
- W2946804763 hasConceptScore W2946804763C177264268 @default.
- W2946804763 hasConceptScore W2946804763C198240166 @default.
- W2946804763 hasConceptScore W2946804763C199360897 @default.
- W2946804763 hasConceptScore W2946804763C21959979 @default.
- W2946804763 hasConceptScore W2946804763C2776760102 @default.
- W2946804763 hasConceptScore W2946804763C38652104 @default.
- W2946804763 hasConceptScore W2946804763C40305131 @default.
- W2946804763 hasConceptScore W2946804763C41008148 @default.
- W2946804763 hasConceptScore W2946804763C43126263 @default.
- W2946804763 hasConceptScore W2946804763C544833334 @default.
- W2946804763 hasConceptScore W2946804763C97686452 @default.
- W2946804763 hasLocation W29468047631 @default.
- W2946804763 hasOpenAccess W2946804763 @default.
- W2946804763 hasPrimaryLocation W29468047631 @default.
- W2946804763 hasRelatedWork W1995714055 @default.
- W2946804763 hasRelatedWork W2129596343 @default.
- W2946804763 hasRelatedWork W2487497196 @default.
- W2946804763 hasRelatedWork W2525971262 @default.
- W2946804763 hasRelatedWork W2946804763 @default.
- W2946804763 hasRelatedWork W2963646714 @default.
- W2946804763 hasRelatedWork W36303035 @default.
- W2946804763 hasRelatedWork W4229928981 @default.
- W2946804763 hasRelatedWork W4244528768 @default.
- W2946804763 hasRelatedWork W4382565138 @default.
- W2946804763 isParatext "false" @default.
- W2946804763 isRetracted "false" @default.
- W2946804763 magId "2946804763" @default.
- W2946804763 workType "article" @default.