{"id":59359,"date":"2024-11-05T08:36:35","date_gmt":"2024-11-05T08:36:35","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2024\/11\/05\/google-claims-ai-first-after-sqlite-security-bug-discovered-the-register\/"},"modified":"2024-11-05T08:37:52","modified_gmt":"2024-11-05T08:37:52","slug":"google-claims-ai-first-after-sqlite-security-bug-discovered-the-register","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2024\/11\/05\/google-claims-ai-first-after-sqlite-security-bug-discovered-the-register\/","title":{"rendered":"Google claims AI first after SQLite security bug discovered \u2022 The Register"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"body\">\n<p>Google claims one in every of its AI fashions is the primary of its type to identify a reminiscence security vulnerability within the wild \u2013 particularly an exploitable stack buffer underflow in SQLite \u2013 which was then fastened earlier than the buggy code&#8217;s official launch.<\/p>\n<p>The Chocolate Manufacturing facility&#8217;s LLM-based bug-hunting device, dubbed Massive Sleep, is a collaboration between Google&#8217;s Challenge Zero and DeepMind. This software program is claimed to be an evolution of earlier Challenge Naptime, introduced in June.\u00a0<\/p>\n<p>SQLite is an open supply database engine, and the stack buffer underflow <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/project-zero.issues.chromium.org\/issues\/372435124\">vulnerability<\/a> may have allowed an attacker to trigger a crash or even perhaps obtain arbitrary code execution. Extra particularly, the crash or code execution would occur within the SQLite executable (not the library) as a result of a magic worth of -1 by accident getting used at one level as an array index. There&#8217;s an assert() within the code to catch using -1 as an index, however in launch builds, this debug-level examine could be eliminated.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"condor\" data-xsm=\",fluid,mpu,\" data-sm=\",fluid,mpu,\" data-md=\",fluid,mpu,\">\n        <noscript><br \/>\n            <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=2&amp;c=2ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D2%26raptor%3Dcondor%26pos%3Dtop%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=2&amp;c=2ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D2%26raptor%3Dcondor%26pos%3Dtop%26test%3D0\" alt=\"\"\/><\/a><br \/>\n        <\/noscript>\n    <\/div>\n<p>Thus, a miscreant may trigger a crash or obtain code execution on a sufferer&#8217;s machine by, maybe, triggering that dangerous index bug with a maliciously crafted database shared with that consumer or by some SQL injection. Even the Googlers admit the flaw is non-trivial to take advantage of, so bear in mind that the severity of the outlet shouldn&#8217;t be actually the information right here \u2013 it is that the online big believes its AI has scored a primary.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"falcon\" data-xmd=\",fluid,mpu,leaderboard,\" data-lg=\",fluid,mpu,leaderboard,\" data-xlg=\",fluid,billboard,superleaderboard,mpu,leaderboard,\" data-xxlg=\",fluid,billboard,superleaderboard,brandwidth,brandimpact,leaderboard,mpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D426raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" alt=\"\"\/><\/a><br \/>\n            <\/noscript>\n        <\/div>\n<div class=\"adun_eagle_desktop_story_wrapper\">\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"mid\" data-raptor=\"eagle\" data-xxlg=\",mpu,dmpu,\">\n                <noscript><br \/>\n                    <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                        <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" alt=\"\"\/><\/a><br \/>\n                <\/noscript>\n            <\/div>\n<\/p><\/div>\n<p>We&#8217;re advised that fuzzing \u2013 feeding random and\/or rigorously crafted knowledge into software program to uncover exploitable bugs \u2013 did not discover the difficulty.<\/p>\n<p>The LLM, nonetheless, did. In line with Google, that is the primary time an AI agent has discovered a beforehand unknown exploitable memory-safety flaw in broadly used real-world software program. After Massive Sleep clocked the bug in early October, having been advised to undergo a bunch of commits to the undertaking&#8217;s supply code, SQLite&#8217;s builders <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/sqlite.org\/src\/info\/41d58a014ce89356\">fixed it<\/a> on the identical day. Thus the flaw was eliminated earlier than an official launch.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" data-pos=\"top\" data-raptor=\"falcon\" data-xsm=\",fluid,mpu,\" data-sm=\",fluid,mpu,\" data-md=\",fluid,mpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=4&amp;c=44ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D426raptor%3Dfalcon%26pos%3Dmid%26test%3D0\" alt=\"\"\/><\/a><br \/>\n            <\/noscript>\n        <\/div>\n<p>&#8220;We expect that this work has super defensive potential,&#8221; the Massive Sleep staff <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/googleprojectzero.blogspot.com\/2024\/10\/from-naptime-to-big-sleep.html\">crowed<\/a> in a November 1 write-up. &#8220;Fuzzing has helped considerably, however we want an method that may assist defenders to search out the bugs which are tough (or unimaginable) to search out by fuzzing, and we&#8217;re hopeful that AI can slim this hole.&#8221;\u00a0<\/p>\n<p>We should always notice that in October, Seattle-based Defend AI <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/www.theregister.com\/2024\/10\/20\/python_zero_day_tool\/\">announced<\/a> a free, open supply device that it claimed can discover zero-day vulnerabilities in Python codebases with an help from Anthropic&#8217;s Claude AI mannequin.<\/p>\n<p>This device is named Vulnhuntr and, in keeping with its builders, it has discovered greater than a dozen zero-day bugs in massive, open supply Python initiatives.<\/p>\n<div aria-hidden=\"true\" class=\"adun\" id=\"story_eagle_xsm_sm_md_xmd_lg_xlg\" data-pos=\"mid\" data-raptor=\"eagle\" data-xsm=\",mpu,dmpu,\" data-sm=\",mpu,dmpu,\" data-md=\",mpu,dmpu,\" data-xmd=\",mpu,dmpu,\" data-lg=\",mpu,dmpu,\" data-xlg=\",mpu,dmpu,\">\n            <noscript><br \/>\n                <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/jump?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" target=\"_blank\" rel=\"noopener\"><br \/>\n                    <img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/pubads.g.doubleclick.net\/gampad\/ad?co=1&amp;iu=\/6978\/reg_software\/aiml&amp;sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&amp;tile=3&amp;c=33ZynZEvH_7jvQkQTNcsawrwAAANU&amp;t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0\" alt=\"\"\/><\/a><br \/>\n            <\/noscript>\n        <\/div>\n<p>The 2 instruments have completely different functions, in keeping with Google. &#8220;Our assertion within the weblog publish is that Massive Sleep found the primary unknown exploitable <em>memory-safety situation<\/em> in broadly used real-world software program,&#8221; a Google spokesperson advised <em>The Register<\/em>, with our emphasis added. &#8220;The Python LLM finds several types of bugs that are not associated to reminiscence security.&#8221;<\/p>\n<p>Massive Sleep, which continues to be within the analysis stage, has to date used small packages with identified vulnerabilities to guage its bug-finding prowess. This was its first real-world experiment.<\/p>\n<p>For the check, the staff collected a number of latest commits to the SQLite repository. After manually eradicating trivial and document-only modifications, &#8220;we then adjusted the immediate to offer the agent with each the commit message and a diff for the change, and requested the agent to evaluate the present repository (at <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/sqlite.org\/src\/info\/2f7eab381e167609\">HEAD<\/a>) for associated points which may not have been fastened,&#8221; the staff wrote.<\/p>\n<p>The LLM, primarily based on Gemini 1.5 Professional, finally discovered the bug, which was loosely associated to modifications within the seed commit <a target=\"_blank\" rel=\"nofollow noopener\" href=\"https:\/\/sqlite.org\/src\/info\/1976c3f7e1fe77cf\">[1976c3f7]<\/a>. &#8220;This isn&#8217;t unusual in handbook variant evaluation, understanding one bug in a codebase typically leads a researcher to different issues,&#8221; the Googlers defined.<\/p>\n<p>Within the write-up, the Massive Sleep staff additionally detailed the &#8220;highlights&#8221; of the steps that the agent took to guage the code, discover the vulnerability, crash the system, after which produce a root-cause evaluation.<\/p>\n<p>&#8220;Nonetheless, we wish to reiterate that these are extremely experimental outcomes,&#8221; they wrote. &#8220;The place of the Massive Sleep staff is that at current, it is probably {that a} target-specific fuzzer could be no less than as efficient (at discovering vulnerabilities).&#8221; \u00ae<\/p>\n<\/p><\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/go.theregister.com\/feed\/www.theregister.com\/2024\/11\/05\/google_ai_vulnerability_hunting\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google claims one in every of its AI fashions is the primary of its type to identify a reminiscence security vulnerability within the wild \u2013&#8230;<\/p>\n","protected":false},"author":1,"featured_media":59360,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-59359","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google claims AI first after SQLite security bug discovered \u2022 The Register - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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