Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890196927> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2890196927 endingPage "136" @default.
- W2890196927 startingPage "114" @default.
- W2890196927 abstract "Ransomware has recently (re)emerged as a popular malware that targets a wide range of victims - from individual users to corporate ones for monetary gain. Our key observation on the existing ransomware detection mechanisms is that they fail to provide an early warning in real-time which results in irreversible encryption of a significant number of files while the post-encryption techniques (e.g., key extraction, file restoration) suffer from several limitations. Also, the existing detection mechanisms result in high false positives being unable to determine the original intent of file changes, i.e., they fail to distinguish whether a significant change in a file is due to a ransomware encryption or due to a file operation by the user herself (e.g., benign encryption or compression). To address these challenges, in this paper, we introduce a ransomware detection mechanism, RWGuard, which is able to detect crypto-ransomware in real-time on a user’s machine by (1) deploying decoy techniques, (2) carefully monitoring both the running processes and the file system for malicious activities, and (3) omitting benign file changes from being flagged through the learning of users’ encryption behavior. We evaluate our system against samples from 14 most prevalent ransomware families to date. Our experiments show that RWGuard is effective in real-time detection of ransomware with zero false negative and negligible false positive ( $$sim $$ 0.1%) rates while incurring an overhead of only $$sim $$ 1.9%." @default.
- W2890196927 created "2018-09-27" @default.
- W2890196927 creator A5032020253 @default.
- W2890196927 creator A5055895734 @default.
- W2890196927 creator A5061694501 @default.
- W2890196927 date "2018-01-01" @default.
- W2890196927 modified "2023-09-29" @default.
- W2890196927 title "RWGuard: A Real-Time Detection System Against Cryptographic Ransomware" @default.
- W2890196927 cites W1536598138 @default.
- W2890196927 cites W1549130775 @default.
- W2890196927 cites W2049208027 @default.
- W2890196927 cites W2065995359 @default.
- W2890196927 cites W2119359024 @default.
- W2890196927 cites W2146950091 @default.
- W2890196927 cites W2296579688 @default.
- W2890196927 cites W2513529237 @default.
- W2890196927 cites W2559964890 @default.
- W2890196927 cites W2601591992 @default.
- W2890196927 cites W2670925489 @default.
- W2890196927 cites W2764249719 @default.
- W2890196927 cites W2765383620 @default.
- W2890196927 cites W2765713146 @default.
- W2890196927 cites W2794784953 @default.
- W2890196927 cites W2911964244 @default.
- W2890196927 doi "https://doi.org/10.1007/978-3-030-00470-5_6" @default.
- W2890196927 hasPublicationYear "2018" @default.
- W2890196927 type Work @default.
- W2890196927 sameAs 2890196927 @default.
- W2890196927 citedByCount "46" @default.
- W2890196927 countsByYear W28901969272019 @default.
- W2890196927 countsByYear W28901969272020 @default.
- W2890196927 countsByYear W28901969272021 @default.
- W2890196927 countsByYear W28901969272022 @default.
- W2890196927 countsByYear W28901969272023 @default.
- W2890196927 crossrefType "book-chapter" @default.
- W2890196927 hasAuthorship W2890196927A5032020253 @default.
- W2890196927 hasAuthorship W2890196927A5055895734 @default.
- W2890196927 hasAuthorship W2890196927A5061694501 @default.
- W2890196927 hasConcept C111919701 @default.
- W2890196927 hasConcept C148730421 @default.
- W2890196927 hasConcept C154945302 @default.
- W2890196927 hasConcept C178489894 @default.
- W2890196927 hasConcept C26517878 @default.
- W2890196927 hasConcept C2777667771 @default.
- W2890196927 hasConcept C2779960059 @default.
- W2890196927 hasConcept C2780940931 @default.
- W2890196927 hasConcept C38652104 @default.
- W2890196927 hasConcept C41008148 @default.
- W2890196927 hasConcept C541664917 @default.
- W2890196927 hasConcept C64869954 @default.
- W2890196927 hasConceptScore W2890196927C111919701 @default.
- W2890196927 hasConceptScore W2890196927C148730421 @default.
- W2890196927 hasConceptScore W2890196927C154945302 @default.
- W2890196927 hasConceptScore W2890196927C178489894 @default.
- W2890196927 hasConceptScore W2890196927C26517878 @default.
- W2890196927 hasConceptScore W2890196927C2777667771 @default.
- W2890196927 hasConceptScore W2890196927C2779960059 @default.
- W2890196927 hasConceptScore W2890196927C2780940931 @default.
- W2890196927 hasConceptScore W2890196927C38652104 @default.
- W2890196927 hasConceptScore W2890196927C41008148 @default.
- W2890196927 hasConceptScore W2890196927C541664917 @default.
- W2890196927 hasConceptScore W2890196927C64869954 @default.
- W2890196927 hasLocation W28901969271 @default.
- W2890196927 hasOpenAccess W2890196927 @default.
- W2890196927 hasPrimaryLocation W28901969271 @default.
- W2890196927 hasRelatedWork W2783466036 @default.
- W2890196927 hasRelatedWork W2989194228 @default.
- W2890196927 hasRelatedWork W3160425865 @default.
- W2890196927 hasRelatedWork W3211746486 @default.
- W2890196927 hasRelatedWork W4206354408 @default.
- W2890196927 hasRelatedWork W4206698438 @default.
- W2890196927 hasRelatedWork W4210579926 @default.
- W2890196927 hasRelatedWork W4226116154 @default.
- W2890196927 hasRelatedWork W4297496397 @default.
- W2890196927 hasRelatedWork W4319151772 @default.
- W2890196927 isParatext "false" @default.
- W2890196927 isRetracted "false" @default.
- W2890196927 magId "2890196927" @default.
- W2890196927 workType "book-chapter" @default.