Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198151908> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3198151908 abstract "With the continuous improvement of the integration of semiconductor chips, it has brought great challenges to the reliability and safety of the system. Among them, Silent Data Corruption (SDC), as one of the most harmful issues, is difficult to be detected due to its concealment. For the SDC error detection, literatures just focus on fault injection or program analysis, but ignore the relationship of instruction features on the SDC errors. To this end, we propose a SDC error detection model by analyzing the instruction feature importance to the SDC vulnerability (SDIFI) and design the vulnerability prediction method. For the SDC error detection, specifically, we first analyze the correlation between different instruction features and the SDC vulnerability, and characterize the importance of these features. Second, we propose a SDC error detection model based on the SDC vulnerability prediction by an improved LightGBM model, as well as detecting SDC errors by selective redundancy of high SDC vulnerability instructions. Experimental results on the Mibench benchmarks show that our method has better detection accuracy with low overhead." @default.
- W3198151908 created "2021-09-13" @default.
- W3198151908 creator A5032503755 @default.
- W3198151908 creator A5040134806 @default.
- W3198151908 creator A5049189489 @default.
- W3198151908 creator A5068247833 @default.
- W3198151908 date "2021-01-01" @default.
- W3198151908 modified "2023-09-26" @default.
- W3198151908 title "SDC Error Detection by Exploring the Importance of Instruction Features" @default.
- W3198151908 cites W1749887058 @default.
- W3198151908 cites W2002003432 @default.
- W3198151908 cites W2043194656 @default.
- W3198151908 cites W2123907700 @default.
- W3198151908 cites W2169596872 @default.
- W3198151908 cites W2177905986 @default.
- W3198151908 cites W2242116942 @default.
- W3198151908 cites W2292932312 @default.
- W3198151908 cites W2343351966 @default.
- W3198151908 cites W2808299021 @default.
- W3198151908 cites W2883034956 @default.
- W3198151908 cites W2899347572 @default.
- W3198151908 cites W2940949463 @default.
- W3198151908 cites W2985223427 @default.
- W3198151908 cites W3025363454 @default.
- W3198151908 cites W3033564814 @default.
- W3198151908 cites W3043844898 @default.
- W3198151908 cites W3084853684 @default.
- W3198151908 doi "https://doi.org/10.1007/978-3-030-85928-2_28" @default.
- W3198151908 hasPublicationYear "2021" @default.
- W3198151908 type Work @default.
- W3198151908 sameAs 3198151908 @default.
- W3198151908 citedByCount "0" @default.
- W3198151908 crossrefType "book-chapter" @default.
- W3198151908 hasAuthorship W3198151908A5032503755 @default.
- W3198151908 hasAuthorship W3198151908A5040134806 @default.
- W3198151908 hasAuthorship W3198151908A5049189489 @default.
- W3198151908 hasAuthorship W3198151908A5068247833 @default.
- W3198151908 hasConcept C103088060 @default.
- W3198151908 hasConcept C111919701 @default.
- W3198151908 hasConcept C113775141 @default.
- W3198151908 hasConcept C11413529 @default.
- W3198151908 hasConcept C121332964 @default.
- W3198151908 hasConcept C124101348 @default.
- W3198151908 hasConcept C127413603 @default.
- W3198151908 hasConcept C138885662 @default.
- W3198151908 hasConcept C152124472 @default.
- W3198151908 hasConcept C163258240 @default.
- W3198151908 hasConcept C199360897 @default.
- W3198151908 hasConcept C200601418 @default.
- W3198151908 hasConcept C2775928411 @default.
- W3198151908 hasConcept C2776401178 @default.
- W3198151908 hasConcept C2777904410 @default.
- W3198151908 hasConcept C2779960059 @default.
- W3198151908 hasConcept C38652104 @default.
- W3198151908 hasConcept C41008148 @default.
- W3198151908 hasConcept C41895202 @default.
- W3198151908 hasConcept C43214815 @default.
- W3198151908 hasConcept C62520636 @default.
- W3198151908 hasConcept C79403827 @default.
- W3198151908 hasConcept C95713431 @default.
- W3198151908 hasConceptScore W3198151908C103088060 @default.
- W3198151908 hasConceptScore W3198151908C111919701 @default.
- W3198151908 hasConceptScore W3198151908C113775141 @default.
- W3198151908 hasConceptScore W3198151908C11413529 @default.
- W3198151908 hasConceptScore W3198151908C121332964 @default.
- W3198151908 hasConceptScore W3198151908C124101348 @default.
- W3198151908 hasConceptScore W3198151908C127413603 @default.
- W3198151908 hasConceptScore W3198151908C138885662 @default.
- W3198151908 hasConceptScore W3198151908C152124472 @default.
- W3198151908 hasConceptScore W3198151908C163258240 @default.
- W3198151908 hasConceptScore W3198151908C199360897 @default.
- W3198151908 hasConceptScore W3198151908C200601418 @default.
- W3198151908 hasConceptScore W3198151908C2775928411 @default.
- W3198151908 hasConceptScore W3198151908C2776401178 @default.
- W3198151908 hasConceptScore W3198151908C2777904410 @default.
- W3198151908 hasConceptScore W3198151908C2779960059 @default.
- W3198151908 hasConceptScore W3198151908C38652104 @default.
- W3198151908 hasConceptScore W3198151908C41008148 @default.
- W3198151908 hasConceptScore W3198151908C41895202 @default.
- W3198151908 hasConceptScore W3198151908C43214815 @default.
- W3198151908 hasConceptScore W3198151908C62520636 @default.
- W3198151908 hasConceptScore W3198151908C79403827 @default.
- W3198151908 hasConceptScore W3198151908C95713431 @default.
- W3198151908 hasLocation W31981519081 @default.
- W3198151908 hasOpenAccess W3198151908 @default.
- W3198151908 hasPrimaryLocation W31981519081 @default.
- W3198151908 hasRelatedWork W10722932 @default.
- W3198151908 hasRelatedWork W11160588 @default.
- W3198151908 hasRelatedWork W12639752 @default.
- W3198151908 hasRelatedWork W13496033 @default.
- W3198151908 hasRelatedWork W3435721 @default.
- W3198151908 hasRelatedWork W4437052 @default.
- W3198151908 hasRelatedWork W495907 @default.
- W3198151908 hasRelatedWork W5317949 @default.
- W3198151908 hasRelatedWork W9989690 @default.
- W3198151908 hasRelatedWork W8590081 @default.
- W3198151908 isParatext "false" @default.
- W3198151908 isRetracted "false" @default.
- W3198151908 magId "3198151908" @default.
- W3198151908 workType "book-chapter" @default.