https://aisle.com/blog Recent articles from the AISLE Blog and Learning Center. en-us Fri, 02 Oct 2026 15:41:28 GMT https://aisle.com/icons/icon-512.pnghttps://aisle.com/blog https://aisle.com/blog/before-the-cve-mining-open-source-commits-for-negative-day-vulnerabilities?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/before-the-cve-mining-open-source-commits-for-negative-day-vulnerabilitiesFri, 02 Oct 2026 15:41:28 GMTDmitrijs TriznaLearn what happened when AISLE researchers tested LLMs to find the best way to identify negative-day vulnerabilities at scale. https://aisle.com/blog/aisle-discovers-16-cves-in-wireshark-the-worlds-default-network-protocol-analyzer?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-discovers-16-cves-in-wireshark-the-worlds-default-network-protocol-analyzerWed, 16 Sep 2026 15:20:51 GMTAISLE Research TeamLearn about the 16 CVEs AISLE received in Wireshark, and what these discoveries say about the state of AI cybersecurity. https://aisle.com/learn/sovereign-ai-cybersecurity/why-legacy-sast-scanners-leave-you-exposed-to-ai-armed-attackers?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/why-legacy-sast-scanners-leave-you-exposed-to-ai-armed-attackersThu, 10 Sep 2026 08:00:00 GMTAISLEVulnerabilities that stayed invisible for years are now found quickly, cheaply, and autonomously. The evidence shows AI-native analysis is not a supplement to legacy SAST, but the step change defenders need. https://aisle.com/learn/sovereign-ai-cybersecurity/introducing-sovereign-ai-cybersecurity?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/introducing-sovereign-ai-cybersecurityThu, 10 Sep 2026 08:00:00 GMTAISLESovereign AI cybersecurity puts frontier-class defense in an environment you control. Your data, your code, and the model itself stay yours. https://aisle.com/learn/sovereign-ai-cybersecurity/your-security-program-shouldnt-depend-on-geopolitics-you-cant-control?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/your-security-program-shouldnt-depend-on-geopolitics-you-cant-controlThu, 10 Sep 2026 08:00:00 GMTAISLEGovernments treat frontier AI as strategic infrastructure. Cybersecurity built on a model you don't control carries that risk. Sovereignty removes it. https://aisle.com/learn/sovereign-ai-cybersecurity/your-security-tooling-shouldnt-force-you-to-give-up-sovereignty?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/your-security-tooling-shouldnt-force-you-to-give-up-sovereigntyThu, 10 Sep 2026 08:00:00 GMTAISLERegulated and security-sensitive enterprises needn't settle for weaker cybersecurity. Frontier-class defense now runs anywhere, even air-gapped. https://aisle.com/learn/sovereign-ai-cybersecurity/how-specialized-ai-systems-beat-frontier-models-at-cybersecurity?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/how-specialized-ai-systems-beat-frontier-models-at-cybersecurityThu, 10 Sep 2026 08:00:00 GMTAISLEFor problems that are bounded, measurable, and tool-heavy, a specialized AI system often beats a bigger general-purpose model. Cybersecurity is exactly that kind of problem, and here is the evidence. https://aisle.com/learn/sovereign-ai-cybersecurity/sovereign-ai-cybersecurity-systems-are-more-cost-efficient-than-frontier-models-heres-the-data?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/sovereign-ai-cybersecurity-systems-are-more-cost-efficient-than-frontier-models-heres-the-dataThu, 10 Sep 2026 08:00:00 GMTAISLESovereign AI cybersecurity systems match compute power to security need, making them far more cost-efficient than frontier models and freeing teams to analyze every line of code rather than ration capability. https://aisle.com/learn/sovereign-ai-cybersecurity/why-ai-native-cybersecurity-is-the-best-approach-to-vulnerability-management?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/learn/sovereign-ai-cybersecurity/why-ai-native-cybersecurity-is-the-best-approach-to-vulnerability-managementThu, 10 Sep 2026 08:00:00 GMTAISLEThe only way to fix vulnerabilities fast enough to stay ahead of AI-powered threats is to use AI at every stage of defense, from detection to remediation. https://aisle.com/blog/aisle-discovered-six-curl-cves-after-openai-and-anthropic-found-zero?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-discovered-six-curl-cves-after-openai-and-anthropic-found-zeroWed, 02 Sep 2026 07:00:00 GMTStanislav FortAfter frontier AI systems came up empty, AISLE surfaced six CVEs in curl, one of the world's most audited codebases. Its maintainers patched all six. https://aisle.com/blog/aisle-discovers-6-high-and-critical-cves-in-ffmpeg?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-discovers-6-high-and-critical-cves-in-ffmpegThu, 27 Aug 2026 09:00:00 GMTAISLE Research TeamAISLE's AI-native engine found six high and critical CVEs in FFmpeg, including a 9.8 remote heap overflow and a stack overflow that survived 19 years. https://aisle.com/blog/attackers-are-using-ai-to-find-vulnerabilities-in-your-code-your-sast-was-never-even-looking-for-them?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/attackers-are-using-ai-to-find-vulnerabilities-in-your-code-your-sast-was-never-even-looking-for-themWed, 12 Aug 2026 16:03:13 GMTOndrej VlcekCan AI-native code analysis replace SAST, or is it just a complement. Here's what data from real-world results shows. https://aisle.com/blog/aisle-finds-21-security-issues-in-ffmpeg?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-finds-21-security-issues-in-ffmpegWed, 05 Aug 2026 17:30:00 GMTAISLE Research TeamAISLE uncovered 21 issues in FFmpeg, including 6 new CVEs spanning code execution and out-of-bounds reads. All patched, with commit links inside. https://aisle.com/blog/aisle-discovers-1-click-rce-vulnerability-in-cursor-vs-code-and-google-antigravity?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-discovers-1-click-rce-vulnerability-in-cursor-vs-code-and-google-antigravityFri, 31 Jul 2026 16:22:40 GMTStanislav FortLearn how our AI found a one-click RCE vulnerability in 3 code editors: Cursor, VS Code, and Google Antigravity. https://aisle.com/blog/the-model-that-fixes-your-code-might-hack-the-linux-kernel?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/the-model-that-fixes-your-code-might-hack-the-linux-kernelTue, 28 Jul 2026 15:04:30 GMTPatrik MadaLearn how easy it is to trojanize a model, and what defenders can do to protect their supply chains from this emerging threat. https://aisle.com/blog/the-economics-of-security-vulnerabilities-why-discovery-is-not-commoditizing?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/the-economics-of-security-vulnerabilities-why-discovery-is-not-commoditizingThu, 23 Jul 2026 15:32:29 GMTOndrej VlcekIf discovery is cheap, why are people willing to pay more for exploits than ever before? Here's what the market for exploits shows. https://aisle.com/blog/aisle-finds-8-vulnerabilities-across-mysql-mariadb-and-postgresql?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-finds-8-vulnerabilities-across-mysql-mariadb-and-postgresqlTue, 07 Jul 2026 12:11:26 GMTAISLE Research TeamLearn how AISLE found 8 CVEs in critical databases using autonomous, AI-native analysis and verification. https://aisle.com/blog/aisle-discovers-6-new-cves-in-curl-including-the-oldest-issue-ever-reported?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-discovers-6-new-cves-in-curl-including-the-oldest-issue-ever-reportedWed, 24 Jun 2026 13:25:41 GMTAISLE Research TeamAISLE's analyzer discovered 6 new CVEs in curl, more than 2x the nearest AI security platform and including the oldest security issue in the project. https://aisle.com/blog/aisle-won-a-hacker-news-cybersecurity-stars-award-heres-what-it-means?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/aisle-won-a-hacker-news-cybersecurity-stars-award-heres-what-it-meansWed, 17 Jun 2026 15:12:29 GMTAISLEAISLE was named Most Innovative AI-Powered Vulnerability Management Platform by The Hacker News at the inaugural Star Awards. Here's why. https://aisle.com/blog/mythos-at-home-and-its-called-aisle?utm_source=rss&utm_medium=feed&utm_campaign=aisle-insightshttps://aisle.com/blog/mythos-at-home-and-its-called-aisleWed, 17 Jun 2026 14:00:00 GMTStanislav FortA startup out of Europe built an AI system that matches Mythos on zero-day discovery, using widely available models, even air-gapped.