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We apply our white-box iterative\noptimization-based attack to Mozilla's implementation DeepSpeech end-to-end,\nand show it has a 100% success rate. The feasibility of this attack introduce a\nnew domain to study adversarial examples.","url_abs":"http://arxiv.org/abs/1801.01944v2","url_pdf":"http://arxiv.org/pdf/1801.01944v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"audio-adversarial-examples-targeted-attacks","repo_url":"https://github.com/carlini/audio_adversarial_examples","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"audio-adversarial-examples-targeted-attacks","repo_url":"https://github.com/etapiahe/adversarial_audio_attack","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"unanswered"}},{"paper_slug":"audio-adversarial-examples-targeted-attacks","repo_url":"https://github.com/tom-doerr/audio_adversarial_examples","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}},{"paper_slug":"audio-adversarial-examples-targeted-attacks","repo_url":"https://github.com/vishKurama/audio-adversarial-attack","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"automatic-speech-recognition-2","task_name":"Automatic Speech Recognition"},{"task_slug":"automatic-speech-recognition","task_name":"Automatic Speech Recognition (ASR)"},{"task_slug":"speech-recognition","task_name":"Speech Recognition"},{"task_slug":"speech-to-text","task_name":"Speech-to-Text"},{"task_slug":"speech-recognition-1","task_name":"speech-recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1801.01944","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"1801.01944"}},"developers":"https://syntology.ai/developers","read_at":"2026-09-24T18:15:14+00:00","read_at_is":"when the build read Syntology's graph, not when any sample ran","claim":"Per-sample execution status on synthesized fixtures; not a correctness claim about the paper. 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