{"id":5465,"date":"2024-09-17T03:51:00","date_gmt":"2024-09-16T18:51:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5465"},"modified":"2024-09-17T03:51:00","modified_gmt":"2024-09-16T18:51:00","slug":"unleashing-worms-and-extracting-data-escalating-the-outcome-of-attacks-against-rag-based-inference-in-scale-and-severity-using-jailbreaking","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5465","title":{"rendered":"Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking\u00a0<\/strong>[6.9]<br>\u6211\u3005\u306f\u3001GenAI\u30e2\u30c7\u30eb\u3092\u30b8\u30a7\u30a4\u30eb\u30d6\u30ec\u30a4\u30af\u3059\u308b\u80fd\u529b\u306b\u3088\u308a\u3001\u653b\u6483\u8005\u306fRAG\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u653b\u6483\u306e\u7d50\u679c\u3092\u30a8\u30b9\u30ab\u30ec\u30fc\u30c8\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3002 \u8ad6\u6587\u306e\u524d\u534a\u3067\u306f\u3001\u653b\u6483\u8005\u304cRAG\u6587\u66f8\u62bd\u51fa\u653b\u6483\u306b\u5bfe\u3057\u3066RAG\u30e1\u30f3\u30d0\u30b7\u30c3\u30d7\u63a8\u8ad6\u653b\u6483\u3092\u30a8\u30b9\u30ab\u30ec\u30fc\u30c8\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002 \u8ad6\u6587\u306e\u7b2c2\u90e8\u3067\u306f\u3001\u653b\u6483\u8005\u304cRAG\u30c7\u30fc\u30bf\u4e2d\u6bd2\u653b\u6483\u306e\u898f\u6a21\u3092\u62e1\u5927\u3057\u3001\u5358\u4e00\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u59a5\u5354\u3059\u308b\u3053\u3068\u3067\u3001GenAI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u59a5\u5354\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.08045v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.08045v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 12 Sep 2024 13:50:22 GMT)<\/li>\n\n\n\n<li>RAG\u306b\u5bfe\u3059\u308b\u653b\u6483\u3001RAG membership inference attacks\u3001RAG entity extraction attacks\u304b\u3089RAG documents extraction attacks\u3078\u3002<\/li>\n\n\n\n<li>\u300cAdversarial Self-Replicating Prompts\u300d\u306e\u8003\u3048\u65b9\u304c\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/StavC\/UnleashingWorms-ExtractingData\">GitHub &#8211; StavC\/UnleashingWorms-ExtractingData: Unleashing Worms and Extracting Data: Escalating the Outcome of Attacks against RAG-based Inference in Scale and Severity Using Jailbreaking<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[32,324],"class_list":["post-5465","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-attack","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5465","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5465"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5465\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5465"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5465"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5465"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}