{"id":"https://openalex.org/W2744095836","doi":"https://doi.org/10.1007/978-3-319-66399-9_4","title":"Adversarial Examples for Malware Detection","display_name":"Adversarial Examples for Malware Detection","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2744095836","doi":"https://doi.org/10.1007/978-3-319-66399-9_4","mag":"2744095836"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-66399-9_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66399-9_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5018930655","display_name":"Kathrin Grosse","orcid":"https://orcid.org/0000-0002-5401-4171"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kathrin Grosse","raw_affiliation_strings":["Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215","https://openalex.org/I4210128801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018809423","display_name":"Nicolas Papernot","orcid":"https://orcid.org/0000-0001-5078-7233"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolas Papernot","raw_affiliation_strings":["School of Electrical Engineering and CS, Pennsylvania State University, State College, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and CS, Pennsylvania State University, State College, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089177230","display_name":"Praveen Manoharan","orcid":"https://orcid.org/0000-0002-2238-6675"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]},{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Praveen Manoharan","raw_affiliation_strings":["Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215","https://openalex.org/I4210128801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004014878","display_name":"Michael Backes","orcid":"https://orcid.org/0000-0002-9326-6400"},"institutions":[{"id":"https://openalex.org/I4210128801","display_name":"Helmholtz Center for Information Security","ror":"https://ror.org/02njgxr09","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210128801"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Backes","raw_affiliation_strings":["Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland Informatics Campus, CISPA, Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215","https://openalex.org/I4210128801"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055368149","display_name":"Patrick McDaniel","orcid":"https://orcid.org/0000-0003-2091-7484"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick McDaniel","raw_affiliation_strings":["School of Electrical Engineering and CS, Pennsylvania State University, State College, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and CS, Pennsylvania State University, State College, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018930655"],"corresponding_institution_ids":["https://openalex.org/I4210128801","https://openalex.org/I91712215"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":77.8351,"has_fulltext":false,"cited_by_count":549,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"79"},"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":0.9994000196456909,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8815237283706665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8730533123016357},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.849777102470398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6137860417366028},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5838384032249451},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5717422962188721},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5167995691299438},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.47868210077285767},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4386090636253357},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"Adversarial machine learning","score":0.43822166323661804},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4184541404247284},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.412492960691452},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.34494754672050476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33984795212745667},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3290044367313385},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24562588334083557}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8815237283706665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730533123016357},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.849777102470398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6137860417366028},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5838384032249451},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5717422962188721},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5167995691299438},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.47868210077285767},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4386090636253357},{"id":"https://openalex.org/C2778403875","wikidata":"https://www.wikidata.org/wiki/Q20312394","display_name":"Adversarial machine learning","level":3,"score":0.43822166323661804},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4184541404247284},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.412492960691452},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.34494754672050476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33984795212745667},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3290044367313385},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24562588334083557},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-66399-9_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66399-9_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W1647869403","https://openalex.org/W1821462560","https://openalex.org/W1851403712","https://openalex.org/W1883420340","https://openalex.org/W1893133781","https://openalex.org/W1945616565","https://openalex.org/W1966948031","https://openalex.org/W1985987493","https://openalex.org/W2038296020","https://openalex.org/W2122672392","https://openalex.org/W2125908420","https://openalex.org/W2162181963","https://openalex.org/W2163605009","https://openalex.org/W2180612164","https://openalex.org/W2181925019","https://openalex.org/W2257979135","https://openalex.org/W2294590153","https://openalex.org/W2342840547","https://openalex.org/W2394658926","https://openalex.org/W2528826503","https://openalex.org/W2533641151","https://openalex.org/W2538057479","https://openalex.org/W2561975083","https://openalex.org/W2570685808","https://openalex.org/W2584321260","https://openalex.org/W2590523583","https://openalex.org/W2591788621","https://openalex.org/W2594867206","https://openalex.org/W2598549816","https://openalex.org/W2603766943","https://openalex.org/W2605631833","https://openalex.org/W2919115771","https://openalex.org/W2950468330","https://openalex.org/W2963207607","https://openalex.org/W2964077693","https://openalex.org/W2964082701","https://openalex.org/W2964153729","https://openalex.org/W3103836116","https://openalex.org/W3105463048","https://openalex.org/W4256044039"],"related_works":["https://openalex.org/W4320018150","https://openalex.org/W2918664383","https://openalex.org/W203812490","https://openalex.org/W3048732067","https://openalex.org/W4320855730","https://openalex.org/W3123119822","https://openalex.org/W106056076","https://openalex.org/W4383468834","https://openalex.org/W2135200719","https://openalex.org/W4293054861"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":43},{"year":2024,"cited_by_count":44},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":58},{"year":2021,"cited_by_count":112},{"year":2020,"cited_by_count":108},{"year":2019,"cited_by_count":80},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
