{"id":"https://openalex.org/W4281384280","doi":"https://doi.org/10.1145/3494110.3528243","title":"Adaptive Malware Control","display_name":"Adaptive Malware Control","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4281384280","doi":"https://doi.org/10.1145/3494110.3528243"},"language":"en","primary_location":{"id":"doi:10.1145/3494110.3528243","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494110.3528243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Robust Malware Analysis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003959400","display_name":"Ilias Tsingenopoulos","orcid":"https://orcid.org/0000-0002-7714-5238"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Ilias Tsingenopoulos","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101760516","display_name":"Ali Mohammad Shafiei","orcid":"https://orcid.org/0000-0002-0860-9473"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ali Mohammad Shafiei","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081256404","display_name":"Lieven Desmet","orcid":"https://orcid.org/0000-0001-5155-7472"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Lieven Desmet","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069939159","display_name":"Davy Preuveneers","orcid":"https://orcid.org/0000-0001-6279-4430"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Davy Preuveneers","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054031138","display_name":"Wouter Joosen","orcid":"https://orcid.org/0000-0002-7710-5092"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wouter Joosen","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003959400"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.5944,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62733861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9988999962806702,"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/T11424","display_name":"Security and Verification in Computing","score":0.9909999966621399,"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/malware","display_name":"Malware","score":0.8722087144851685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8298687934875488},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7061247229576111},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.6851269006729126},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6055849194526672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5560017228126526},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5114942789077759},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48518043756484985},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4560212790966034},{"id":"https://openalex.org/keywords/guard","display_name":"Guard (computer science)","score":0.44081199169158936},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41985374689102173},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4111972451210022},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.399325430393219}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8722087144851685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298687934875488},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7061247229576111},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.6851269006729126},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6055849194526672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5560017228126526},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5114942789077759},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48518043756484985},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4560212790966034},{"id":"https://openalex.org/C141141315","wikidata":"https://www.wikidata.org/wiki/Q2379942","display_name":"Guard (computer science)","level":2,"score":0.44081199169158936},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41985374689102173},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4111972451210022},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.399325430393219},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3494110.3528243","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494110.3528243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st Workshop on Robust Malware Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/698318","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/698318","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Workshop on Robust Malware Analysis (WoRMA '22), Nagasaki Japan, 30 May 2022","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2003568760","https://openalex.org/W2014466911","https://openalex.org/W2036575863","https://openalex.org/W2151298633","https://openalex.org/W2155027007","https://openalex.org/W2293768274","https://openalex.org/W2296452361","https://openalex.org/W2469346691","https://openalex.org/W2485666843","https://openalex.org/W2510642588","https://openalex.org/W2559964890","https://openalex.org/W2744095836","https://openalex.org/W2776884785","https://openalex.org/W2963539830","https://openalex.org/W2972552958","https://openalex.org/W2997676437","https://openalex.org/W3007070494","https://openalex.org/W3015481738","https://openalex.org/W3016970897","https://openalex.org/W3083836500","https://openalex.org/W3090219579","https://openalex.org/W3090497532","https://openalex.org/W3103934428","https://openalex.org/W3164220323","https://openalex.org/W4220671231","https://openalex.org/W4247200422","https://openalex.org/W4289038676","https://openalex.org/W4299301436"],"related_works":["https://openalex.org/W2620652965","https://openalex.org/W2024170198","https://openalex.org/W4296272594","https://openalex.org/W2289039654","https://openalex.org/W2728713145","https://openalex.org/W2470502009","https://openalex.org/W2131332603","https://openalex.org/W2072617132","https://openalex.org/W4360993664","https://openalex.org/W2900526031"],"abstract_inverted_index":{"Adversarial":[0],"malware":[1,49,95,153,157],"have":[2],"been":[3],"widely":[4],"explored,":[5],"most":[6],"often":[7],"on":[8,94,169],"static":[9],"analysis":[10],"based":[11],"detection":[12,193],"and":[13,23,41,64,108,160,195],"feature":[14,46,117],"space":[15],"manipulations.":[16],"With":[17],"the":[18,37,45,73,105,111,128,134,180,185,191,203],"prevalence":[19],"of":[20,32,48,66,75,164,205],"encryption,":[21],"obfuscation,":[22],"packing,":[24],"dynamic":[25,55],"behavior":[26,60,96,182],"is":[27,61,138],"considered":[28],"much":[29],"more":[30],"revealing":[31],"a":[33,162],"program's":[34],"nature.":[35],"At":[36],"same":[38],"time,":[39],"defining":[40],"performing":[42],"attacks":[43,93],"through":[44,116,175],"representation":[47],"faces":[50],"several":[51,156],"obstacles,":[52],"especially":[53,212],"in":[54,82,127],"analysis.":[56],"However,":[57],"if":[58],"program":[59],"both":[62],"malleable":[63],"indicative":[65],"malicious":[67],"intent,":[68],"we":[69,90,141,178,196,214],"concern":[70],"ourselves":[71],"with":[72,217],"question":[74],"how":[76],"it":[77,207],"can":[78,100,124,209],"be":[79,101,210],"adaptively":[80],"controlled":[81],"order":[83],"to":[84,113,188],"evade":[85],"detection.":[86],"In":[87],"this":[88,123],"work,":[89],"redefine":[91],"adversarial":[92,181],"so":[97],"that":[98,122,171,198],"they":[99],"performed":[102],"directly":[103],"by":[104,146,184],"original":[106,192],"binary":[107],"thus":[109],"obviate":[110],"need":[112],"compute":[114],"gradients":[115],"representations.":[118],"We":[119],"theoretically":[120],"prove":[121],"occur":[125],"even":[126],"fully":[129],"black-box":[130],"case":[131],"where":[132],"only":[133],"final,":[135],"hard-label":[136],"decision":[137],"disclosed.":[139],"Furthermore,":[140],"empirically":[142],"evaluate":[143],"our":[144],"approach":[145],"training":[147,161],"state-of-the-art":[148],"sequence":[149],"models":[150,194],"for":[151],"detecting":[152],"behavior,":[154],"constructing":[155],"manipulation":[158],"environments,":[159],"host":[163],"reinforcement":[165],"learning":[166],"(RL)":[167],"agents":[168,187],"them":[170],"learn":[172],"evasive":[173],"policies":[174],"interaction.":[176],"Finally,":[177],"utilize":[179],"learned":[183],"RL":[186],"adversarially":[189],"train":[190],"show":[197],"while":[199],"an":[200],"indispensable":[201],"approach,":[202],"degree":[204],"robustness":[206],"imparts":[208],"deceptive;":[211],"when":[213],"consider":[215],"adversaries":[216],"broader":[218],"action":[219],"sets.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
