{"id":"https://openalex.org/W7156511323","doi":"https://doi.org/10.48550/arxiv.2604.22639","title":"Adversarial Malware Generation in Linux ELF Binaries via Semantic-Preserving Transformations","display_name":"Adversarial Malware Generation in Linux ELF Binaries via Semantic-Preserving Transformations","publication_year":2026,"publication_date":"2026-04-24","ids":{"openalex":"https://openalex.org/W7156511323","doi":"https://doi.org/10.48550/arxiv.2604.22639"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.22639","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22639","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.22639","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134720728","display_name":"Luk\u00e1\u0161 Hrdonka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hrdonka, Luk\u00e1\u0161","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033203359","display_name":"Martin Jure\u010dek","orcid":"https://orcid.org/0000-0002-6546-8953"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jure\u010dek, Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.967199981212616,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.967199981212616,"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/T11424","display_name":"Security and Verification in Computing","score":0.015599999576807022,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.006500000134110451,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.9085999727249146},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8982999920845032},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.666700005531311},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.49939998984336853},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49129998683929443},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4805000126361847},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.45890000462532043},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.3919999897480011}],"concepts":[{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.9085999727249146},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8982999920845032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771999835968018},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.666700005531311},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.49939998984336853},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49129998683929443},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4805000126361847},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.45890000462532043},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.3919999897480011},{"id":"https://openalex.org/C2778403875","wikidata":"https://www.wikidata.org/wiki/Q20312394","display_name":"Adversarial machine learning","level":3,"score":0.38929998874664307},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3853999972343445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36579999327659607},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3625999987125397},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33500000834465027},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C2781251061","wikidata":"https://www.wikidata.org/wiki/Q5416089","display_name":"Evasion (ethics)","level":3,"score":0.3183000087738037},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.31060001254081726},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C86844869","wikidata":"https://www.wikidata.org/wiki/Q2798820","display_name":"Hacker","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.22639","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22639","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.22639","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.22639","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Malware":[0],"development":[1],"and":[2,25,43,59,80,142],"detection":[3],"have":[4,18],"undergone":[5],"significant":[6],"changes":[7],"in":[8,56,98],"recent":[9],"years":[10],"as":[11,15,112,132],"modern":[12],"concepts,":[13],"such":[14],"machine":[16],"learning,":[17],"been":[19],"used":[20,126],"for":[21,66,102],"both":[22],"adversarial":[23,63],"attacks":[24],"defense.":[26],"Despite":[27],"intensive":[28],"research":[29],"on":[30,40],"Windows":[31],"Portable":[32],"Executable":[33,42],"(PE)":[34],"files,":[35],"there":[36],"is":[37],"minimal":[38],"work":[39],"Linux":[41],"Linkable":[44],"Format":[45],"(ELF).":[46],"In":[47,106],"this":[48,57,117],"work,":[49],"we":[50,75,109,119],"summarize":[51],"the":[52,67,90,93,99,103,113,122,145,156],"academic":[53],"papers":[54],"submitted":[55],"field":[58],"develop":[60],"a":[61,71,133,138],"new":[62],"malware":[64,94],"generator":[65,79],"ELF":[68],"format.":[69],"Using":[70,116],"variety":[72,139],"of":[73,85,92,129,140],"metrics,":[74],"thoroughly":[76],"evaluated":[77],"our":[78,107],"achieved":[81],"an":[82],"Evasion":[83],"Rate":[84],"67.74":[86],"%":[87],"while":[88],"changing":[89],"confidence":[91],"detector":[95],"by":[96],"-0.50":[97],"mean":[100],"case":[101],"dataset":[104],"used.":[105],"approach,":[108],"chose":[110],"MalConv":[111],"target":[114,146],"classifier.":[115],"classifier,":[118],"found":[120],"that":[121,144],"most":[123],"successful":[124],"modifications":[125],"strings":[127,151],"typical":[128],"benign":[130],"files":[131],"data":[134],"source.":[135],"We":[136],"conducted":[137],"experiments":[141],"concluded":[143],"classifier":[147],"appears":[148],"sensitive":[149],"to":[150],"at":[152],"any":[153],"location":[154],"within":[155],"executable":[157],"file.":[158]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-28T00:00:00"}