{"id":"https://openalex.org/W4409282798","doi":"https://doi.org/10.1145/3676536.3676838","title":"\u00b5LAM: A LLM-Powered Assistant for Real-Time Micro-architectural Attack Detection and Mitigation","display_name":"\u00b5LAM: A LLM-Powered Assistant for Real-Time Micro-architectural Attack Detection and Mitigation","publication_year":2024,"publication_date":"2024-10-27","ids":{"openalex":"https://openalex.org/W4409282798","doi":"https://doi.org/10.1145/3676536.3676838"},"language":"en","primary_location":{"id":"doi:10.1145/3676536.3676838","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676838","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676838","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676838","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110534354","display_name":"Upasana Mandal","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Upasana Mandal","raw_affiliation_strings":["Computer Science &amp; Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035190620","display_name":"Shubhi Shukla","orcid":"https://orcid.org/0000-0003-0452-885X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubhi Shukla","raw_affiliation_strings":["Centre for Computational and Data Sciences, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Centre for Computational and Data Sciences, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103186743","display_name":"Ayushi Rastogi","orcid":"https://orcid.org/0009-0000-0178-8109"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ayushi Rastogi","raw_affiliation_strings":["Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101816833","display_name":"Sarani Bhattacharya","orcid":"https://orcid.org/0000-0002-4190-2671"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sarani Bhattacharya","raw_affiliation_strings":["Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078971402","display_name":"Debdeep Mukhopadhyay","orcid":"https://orcid.org/0000-0002-6499-8346"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debdeep Mukhopadhyay","raw_affiliation_strings":["Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, Indian Institute of Technology, Kharagpur, Kharagpur, West Bengal, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110534354"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":1.0425,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82485865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11424","display_name":"Security and Verification in Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6263761520385742},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43684399127960205},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.389972984790802},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3520595133304596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263761520385742},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43684399127960205},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.389972984790802},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3520595133304596}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3676536.3676838","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676838","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676838","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3676536.3676838","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3676838","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3676838","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409282798.pdf","grobid_xml":"https://content.openalex.org/works/W4409282798.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W47012520","https://openalex.org/W1498436455","https://openalex.org/W1934458198","https://openalex.org/W2064675550","https://openalex.org/W2154909745","https://openalex.org/W2157116240","https://openalex.org/W2255548496","https://openalex.org/W2792326895","https://openalex.org/W2793862696","https://openalex.org/W2908677927","https://openalex.org/W2963311060","https://openalex.org/W3126382830","https://openalex.org/W3155543450","https://openalex.org/W3160448675","https://openalex.org/W3171718976","https://openalex.org/W4250686612","https://openalex.org/W4391136507","https://openalex.org/W4391604029"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,122],"microarchitectural":[3],"attacks":[4],"has":[5],"necessitated":[6],"robust":[7],"detection":[8],"and":[9,21,25,38,97,112,124,128],"mitigation":[10],"strategies":[11],"to":[12,32,44,46,72,93,115],"secure":[13],"computing":[14],"systems.":[15],"Traditional":[16],"tools,":[17],"such":[18],"as":[19,73],"static":[20,127],"dynamic":[22,107,129],"code":[23,85],"analyzers":[24,130],"attack":[26,50],"detectors,":[27],"often":[28],"fall":[29],"short":[30],"due":[31],"their":[33],"reliance":[34],"on":[35,66],"predefined":[36],"patterns":[37],"heuristics":[39],"that":[40,126],"lack":[41],"the":[42,58],"flexibility":[43],"adapt":[45],"new":[47],"or":[48],"evolving":[49],"vectors.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55,70],"introduce":[56],"for":[57],"first":[59],"time":[60],"a":[61,120],"microarchitecture":[62],"security":[63,99],"assistant,":[64],"built":[65],"OpenAI's":[67],"GPT-3.5,":[68],"which":[69],"refer":[71],"\u03bcLAM.":[74],"This":[75],"assistant":[76],"surpasses":[77],"conventional":[78],"tools":[79],"by":[80],"not":[81],"only":[82],"identifying":[83],"vulnerable":[84],"segments":[86],"but":[87],"also":[88],"providing":[89],"context-aware":[90],"mitigations,":[91],"tailored":[92],"specific":[94],"system":[95,113],"specifications":[96,114],"existing":[98],"measures.":[100],"Additionally,":[101],"\u03bcLAM":[102],"leverages":[103],"real-time":[104],"data":[105],"from":[106],"Hardware":[108],"Performance":[109],"Counters":[110],"(HPCs)":[111],"detect":[116],"ongoing":[117],"attacks,":[118],"offering":[119],"level":[121],"adaptability":[123],"responsiveness":[125],"cannot":[131],"match.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
