{"id":"https://openalex.org/W2949639282","doi":"https://doi.org/10.1145/3326285.3329073","title":"ATMPA","display_name":"ATMPA","publication_year":2019,"publication_date":"2019-06-14","ids":{"openalex":"https://openalex.org/W2949639282","doi":"https://doi.org/10.1145/3326285.3329073","mag":"2949639282"},"language":"en","primary_location":{"id":"doi:10.1145/3326285.3329073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3326285.3329073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Symposium on Quality of Service","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/A5043592748","display_name":"Xinbo Liu","orcid":"https://orcid.org/0000-0001-6999-4144"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinbo Liu","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100680958","display_name":"Jiliang Zhang","orcid":"https://orcid.org/0000-0003-3503-6794"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiliang Zhang","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018617528","display_name":"Yaping Lin","orcid":"https://orcid.org/0000-0002-9052-9789"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Lin","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100661186","display_name":"Li He","orcid":"https://orcid.org/0000-0002-0685-3309"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Li","raw_affiliation_strings":["Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043592748"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":4.1464,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.94979747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9977999925613403,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9170445799827576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8066049814224243},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6753774881362915},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.5325141549110413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4711894989013672},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46917301416397095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4502493739128113},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4164508283138275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4031902253627777},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33941036462783813},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2084631621837616},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19499686360359192},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0883062481880188}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9170445799827576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8066049814224243},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6753774881362915},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.5325141549110413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4711894989013672},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46917301416397095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4502493739128113},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4164508283138275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4031902253627777},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33941036462783813},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2084631621837616},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19499686360359192},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0883062481880188},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3326285.3329073","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3326285.3329073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Symposium on Quality of Service","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W792522067","https://openalex.org/W1503224444","https://openalex.org/W1532142362","https://openalex.org/W1673923490","https://openalex.org/W1977020076","https://openalex.org/W1995341919","https://openalex.org/W2010065958","https://openalex.org/W2012132268","https://openalex.org/W2047167450","https://openalex.org/W2057787526","https://openalex.org/W2113242816","https://openalex.org/W2119821739","https://openalex.org/W2126773229","https://openalex.org/W2163605009","https://openalex.org/W2243397390","https://openalex.org/W2401293755","https://openalex.org/W2575599800","https://openalex.org/W2604318383","https://openalex.org/W2613267722","https://openalex.org/W2618219509","https://openalex.org/W2738001131","https://openalex.org/W2744095836","https://openalex.org/W2766576889","https://openalex.org/W2768899812","https://openalex.org/W2783047542","https://openalex.org/W2783084496","https://openalex.org/W2788864200","https://openalex.org/W2791437017","https://openalex.org/W2891828758","https://openalex.org/W2963207607","https://openalex.org/W2963857521","https://openalex.org/W2964159373"],"related_works":["https://openalex.org/W2161221533","https://openalex.org/W4229699405","https://openalex.org/W1666484574","https://openalex.org/W2216382288","https://openalex.org/W2355491300","https://openalex.org/W4234629551","https://openalex.org/W2097492617","https://openalex.org/W2011110943","https://openalex.org/W2028856635","https://openalex.org/W2150257691"],"abstract_inverted_index":{"Since":[0],"the":[1,37,63,78,94,106,118],"threat":[2],"of":[3,120],"malicious":[4],"software":[5],"(malware)":[6],"has":[7],"become":[8,26],"increasingly":[9],"serious,":[10],"automatic":[11],"malware":[12,84,97],"detection":[13,24,41,85,115],"techniques":[14],"have":[15],"received":[16],"increasing":[17],"attention,":[18],"where":[19,70],"machine":[20],"learning":[21],"(ML)-based":[22],"visualization":[23,40],"methods":[25,42,86],"more":[27,29],"and":[28,66,117],"popular.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"demonstrate":[35],"that":[36,82,100],"state-of-the-art":[38],"ML-based":[39,83,114],"are":[43],"vulnerable":[44],"to":[45,110],"Adversarial":[46,54],"Example":[47],"(AE)":[48],"attacks.":[49],"We":[50],"develop":[51],"a":[52,101],"novel":[53],"Texture":[55],"Malware":[56],"Perturbation":[57],"Attack":[58],"(ATMPA)":[59],"method":[60],"based":[61],"on":[62,77,93,124],"gradient":[64],"descent":[65],"L-norm":[67],"optimization":[68],"method,":[69],"attackers":[71],"can":[72,104],"introduce":[73],"some":[74],"tiny":[75],"perturbations":[76],"transformed":[79],"dataset":[80,98],"such":[81],"will":[87],"completely":[88],"fail.":[89],"The":[90],"experimental":[91],"results":[92],"MS":[95],"BIG":[96],"show":[99],"small":[102],"interference":[103],"reduce":[105],"accuracy":[107],"rate":[108,119],"down":[109],"0%":[111],"for":[112],"several":[113],"methods,":[116],"transferability":[121],"is":[122],"74.1%":[123],"average.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-06-27T00:00:00"}