{"id":"https://openalex.org/W4396843727","doi":"https://doi.org/10.1145/3589335.3651474","title":"Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models","display_name":"Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4396843727","doi":"https://doi.org/10.1145/3589335.3651474"},"language":"en","primary_location":{"id":"doi:10.1145/3589335.3651474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651474","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092404301","display_name":"Behzad Ousat","orcid":"https://orcid.org/0000-0002-2328-6895"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Behzad Ousat","raw_affiliation_strings":["Florida International University, Miami, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102761357","display_name":"Dongsheng Luo","orcid":"https://orcid.org/0000-0003-4192-0826"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongsheng Luo","raw_affiliation_strings":["Florida International University, Miami, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069500419","display_name":"Amin Kharraz","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amin Kharraz","raw_affiliation_strings":["Florida International University, Miami, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092404301"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62868046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"646","last_page":"649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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":0.9782999753952026,"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/adversarial-system","display_name":"Adversarial system","score":0.8607099056243896},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6700462102890015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517841815948486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3244680166244507}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8607099056243896},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6700462102890015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517841815948486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3244680166244507},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589335.3651474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3589335.3651474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396843727.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2044011347","https://openalex.org/W2964159373","https://openalex.org/W2977301519","https://openalex.org/W3021390590","https://openalex.org/W4376619776","https://openalex.org/W4384948751"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119"],"abstract_inverted_index":{"Websites":[0],"utilize":[1],"several":[2],"approaches":[3],"to":[4,22,71,83],"detect":[5],"automated":[6,122],"agents.":[7],"The":[8],"agents":[9,40,49,123],"are":[10,92,104],"deployed":[11],"either":[12],"for":[13,33,118],"beneficial":[14],"purposes":[15],"such":[16,30,39],"as":[17,31],"search":[18],"engine":[19],"crawlers,":[20],"or":[21],"perform":[23],"tasks":[24],"on":[25,125],"behalf":[26],"of":[27,44,109,121],"the":[28,42,45,48,53,67,73,85,95,102,107,110,119],"adversary":[29],"scanning":[32],"vulnerabilities.":[34],"Recent":[35],"methods":[36],"in":[37,81],"detecting":[38],"include":[41],"analysis":[43],"behavior":[46],"that":[47,65,91],"show":[50],"when":[51],"visiting":[52],"website.":[54],"In":[55],"this":[56],"paper,":[57],"I)":[58],"we":[59],"describe":[60],"a":[61],"deep":[62],"learning":[63],"framework":[64],"analyzes":[66],"triggered":[68],"browser":[69],"events":[70],"classify":[72],"visitor.":[74],"II)":[75],"We":[76,98],"develop":[77],"two":[78],"adversarial":[79,89],"attacks":[80,103],"order":[82],"bypass":[84],"defense":[86],"by":[87,94,105],"generating":[88],"vectors":[90],"misclassified":[93],"model.":[96],"III)":[97],"discuss":[99],"how":[100],"applicable":[101],"reviewing":[106],"limitations":[108],"popular":[111],"tools":[112],"(i.e.,":[113],"Selenium":[114],"and":[115],"Puppeteer)":[116],"used":[117],"development":[120],"based":[124],"full-fledged":[126],"browsers.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
