{"id":"https://openalex.org/W2731226484","doi":null,"title":"Advanced binary analysis techniques for malware defense","display_name":"Advanced binary analysis techniques for malware defense","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2731226484","mag":"2731226484"},"language":"en","primary_location":{"id":"mag:2731226484","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=2125772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","indexed_in":[],"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/A5019426968","display_name":"Dawn Xiaodong Song","orcid":"https://orcid.org/0000-0001-9745-6802","observed_orcids":["https://orcid.org/0000-0001-9745-6802"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dawn Song","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":"https://orcid.org/0000-0001-9745-6802","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109879665","display_name":"Min Gyung Kang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Gyung Kang","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49265951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.9883000254631042,"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":0.9883000254631042,"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":0.011300000362098217,"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/T12034","display_name":"Digital and Cyber Forensics","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware-protection","display_name":"malware protection","score":0.8080000281333923},{"id":"https://openalex.org/keywords/binary-code-analysis","display_name":"binary analysis","score":0.9599999785423279},{"id":"https://openalex.org/keywords/anti-analysis-techniques","display_name":"anti-analysis techniques","score":0.9750000238418579},{"id":"https://openalex.org/keywords/dynamic-taint-analysis","display_name":"dynamic taint analysis","score":0.9610000252723694},{"id":"https://openalex.org/keywords/taint-propagation","display_name":"taint propagation","score":0.8629999756813049},{"id":"https://openalex.org/keywords/dta","display_name":"DTA","score":0.5799999833106995},{"id":"https://openalex.org/keywords/malware-behavior-analysis","display_name":"malware behavior analysis","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9065555930137634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126822710037231},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.791596531867981},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.7223960161209106},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.6604636907577515},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.622568666934967},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.6128327250480652},{"id":"https://openalex.org/C63116202","wikidata":"https://www.wikidata.org/wiki/Q7676227","display_name":"Taint checking","level":3,"score":0.5226630568504333},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5092183351516724},{"id":"https://openalex.org/C63435697","wikidata":"https://www.wikidata.org/wiki/Q864135","display_name":"Binary code","level":3,"score":0.47942155599594116},{"id":"https://openalex.org/C2781251061","wikidata":"https://www.wikidata.org/wiki/Q5416089","display_name":"Evasion (ethics)","level":3,"score":0.4674549698829651},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.40879571437835693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36456215381622314},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2087213397026062},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16571462154388428},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10767003893852234},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2731226484","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=2125772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2506798315","https://openalex.org/W2020647468","https://openalex.org/W1529688604","https://openalex.org/W3192824381","https://openalex.org/W7099954865","https://openalex.org/W1990360323","https://openalex.org/W2150795982","https://openalex.org/W2105334567","https://openalex.org/W2136245903","https://openalex.org/W7096888412"],"abstract_inverted_index":{"As":[0],"malware":[1,49,53,83,119,140,175,229,247],"has":[2],"become":[3],"one":[4],"of":[5,24,34,70,81,102,161,188,195,205,221,237,291],"the":[6,14,29,32,68,100,103,148,219,235,251],"most":[7],"efficient":[8],"vehicles":[9],"for":[10,48,77,118,139,157],"monetarily":[11],"driven":[12],"cybercrimes,":[13],"past":[15],"several":[16,78],"years":[17],"have":[18,40],"seen":[19],"an":[20,185,213,280],"exponentially":[21],"growing":[22],"number":[23],"malicious":[25],"codes":[26],"emerging":[27,36],"in":[28,56,115,129,150,250,264],"wild.":[30,252],"In":[31,107],"face":[33],"this":[35,108],"threat,":[37],"various":[38,91],"efforts":[39],"been":[41],"made":[42],"to":[43,86,96,226],"develop":[44],"binary":[45,72,116,136],"analysis":[46,55,73,88,97,105,117,137,259],"techniques":[47,74,123,138,146,200,239],"defense,":[50],"such":[51,71],"as":[52],"behavior":[54],"emulated":[57],"environments":[58],"and":[59,124,142,166,191,242,296,310],"information":[60,267],"flow":[61],"tracking":[62],"using":[63],"dynamic":[64,130,181,257],"taint":[65,126,131,258,286],"analysis.":[66,132],"\r\nHowever,":[67],"development":[69],"is":[75,192],"challenging":[76],"reasons.":[79],"Most":[80],"all,":[82],"authors":[84],"attempt":[85],"frustrate":[87],"by":[89,240,269],"applying":[90],"anti-analysis":[92,122,162],"techniques.":[93,106],"Another":[94],"challenge":[95],"arises":[98],"from":[99,173],"inaccuracy":[101],"existing":[104],"work,":[109],"we":[110,177,211],"discuss":[111],"two":[112,159],"major":[113],"challenges":[114],"defense:":[120],"(1)":[121],"(2)":[125],"propagation":[127,272],"problems":[128,149],"We":[133,233,277,294],"present":[134,154],"advanced":[135],"defense":[141],"demonstrate":[143,234],"that":[144,183,216,256,273,283,306],"our":[145,238],"ameliorate":[147],"realistic":[151],"environments.":[152],"\r\nWe":[153,253],"practical":[155],"methods":[156],"addressing":[158],"categories":[160],"problems:":[163],"code":[164,172],"packing":[165],"emulation":[167,209],"resistance.":[168],"To":[169,207],"extract":[170],"hidden":[171],"packed":[174,189],"samples,":[176],"propose":[178,212,278],"a":[179,202,222,228,288],"fully":[180],"approach":[182],"captures":[184],"intrinsic":[186],"nature":[187],"executables":[190],"thus":[193],"capable":[194],"dealing":[196],"with":[197,245,299],"arbitrary":[198],"code-packing":[199],"without":[201],"priori":[203],"knowledge":[204],"them.":[206],"remedy":[208],"resistance,":[210],"automated":[214],"technique":[215,282],"dynamically":[217],"modifies":[218],"execution":[220],"whole":[223],"system":[224],"emulator":[225],"fool":[227],"sample's":[230],"anti-emulation":[231],"checks.":[232],"effectiveness":[236],"implementing":[241],"evaluating":[243],"them":[244],"real":[246],"samples":[248],"collected":[249],"also":[254],"show":[255],"can":[260],"achieve":[261],"better":[262],"accuracy":[263],"analyzing":[265],"sensitive":[266],"flows":[268,314],"improving":[270],"control-flow":[271,292],"causes":[274],"under-tainting":[275],"problems.":[276],"DTA++,":[279],"enhancement":[281],"additionally":[284],"propagates":[285],"through":[287],"minimum":[289],"subset":[290],"dependencies.":[293],"implement":[295],"evaluate":[297],"DTA++":[298],"off-the-shelf":[300],"Windows":[301],"word":[302],"processor":[303],"applications,":[304],"showing":[305],"it":[307],"efficiently":[308],"locates":[309],"resolves":[311],"culprit":[312],"implicit":[313],"while":[315],"introducing":[316],"very":[317],"little":[318],"over-tainting.":[319]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2017-07-14T00:00:00"}