{"id":"https://openalex.org/W4416035234","doi":"https://doi.org/10.18653/v1/2025.findings-emnlp.215","title":"EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation","display_name":"EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416035234","doi":"https://doi.org/10.18653/v1/2025.findings-emnlp.215"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.findings-emnlp.215","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.215","pdf_url":"https://aclanthology.org/2025.findings-emnlp.215.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EMNLP 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.findings-emnlp.215.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113255600","display_name":"Ruobing Yao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruobing Yao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386943","display_name":"Yifei Zhang","orcid":"https://orcid.org/0000-0003-0291-3922"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yifei Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731558","display_name":"Shuang Song","orcid":"https://orcid.org/0000-0003-3262-7898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuang Song","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072074260","display_name":"Neng Gao","orcid":"https://orcid.org/0000-0002-0870-5692"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neng Gao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086465211","display_name":"Chenyang Tu","orcid":"https://orcid.org/0000-0003-2130-0531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chenyang Tu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4034","last_page":"4050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.044599998742341995,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.03909999877214432,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5455999970436096},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28279998898506165},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.2451999932527542},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.23600000143051147},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.2296999990940094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727999806404114},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5455999970436096},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40400001406669617},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26170000433921814},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.2451999932527542},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.23600000143051147},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2296999990940094},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.21439999341964722}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.findings-emnlp.215","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.215","pdf_url":"https://aclanthology.org/2025.findings-emnlp.215.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EMNLP 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.findings-emnlp.215","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.findings-emnlp.215","pdf_url":"https://aclanthology.org/2025.findings-emnlp.215.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: EMNLP 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416035234.pdf","grobid_xml":"https://content.openalex.org/works/W4416035234.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Retrieval-Augmented":[0],"Generation":[1],"(RAG)":[2],"compensates":[3],"for":[4],"the":[5,38,42,48,52,57,63,80],"static":[6],"knowledge":[7,50],"limitations":[8],"of":[9,41,51,60,83],"Large":[10],"Language":[11],"Models":[12],"(LLMs)":[13],"by":[14,78],"integrating":[15],"external":[16],"knowledge,":[17],"producing":[18],"responses":[19],"with":[20,56,97],"enhanced":[21],"factual":[22],"correctness":[23],"and":[24,69],"queryspecific":[25],"contextualization.However,":[26],"it":[27],"also":[28],"introduces":[29],"new":[30],"attack":[31],"surfaces":[32],"such":[33],"as":[34],"corpus":[35],"poisoning":[36],"at":[37],"same":[39],"time.Most":[40],"existing":[43],"defense":[44],"methods":[45],"rely":[46],"on":[47,88],"internal":[49,90],"model,":[53],"which":[54],"conflicts":[55],"design":[58],"concept":[59],"RAG.To":[61],"bridge":[62],"gap,":[64],"EcoSafeRAG":[65,93],"uses":[66],"sentence-level":[67],"processing":[68],"bait-guided":[70],"context":[71,81],"diversity":[72,82],"detection":[73],"to":[74],"identify":[75],"malicious":[76],"content":[77],"analyzing":[79],"candidate":[84],"documents":[85],"without":[86],"relying":[87],"LLM":[89],"knowledge.Experiments":[91],"show":[92],"delivers":[94],"state-of-theart":[95],"security":[96],"plug-and-play":[98],"deployment,":[99],"simultaneously":[100],"improving":[101],"clean-scenario":[102],"RAG":[103],"performance":[104],"while":[105],"maintaining":[106],"practical":[107],"operational":[108],"costs":[109],"(relatively":[110],"1.2":[111],"latency,":[112],"48%-80%":[113],"token":[114],"reduction":[115],"versus":[116],"Vanilla":[117],"RAG).":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-08T00:00:00"}
