The Curious Engineer

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AISLE Insights

aisle.com/blog

Read the latest insights, updates, and expert analysis on AI-native cybersecurity and vulnerability management from the AISLE team.

SecurityAI / ML

’25’26
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65 from 16 Oct 2025 to 25 Oct 2026
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weekly (63 in the last year)
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2026 56

  1. Making AI-Guided Fuzzing More Reliable with Adversarial Probing
  2. AISLE Found Compromised LiteLLM Package 3 Minutes After Release
  3. AISLE and Cohere to Join Forces
  4. AISLE's Year on the Cyber Frontier
  5. Rolling Out in October: Prove It, Fix It, Block It
  6. One AISLE curl Audit Produced 24 CVEs. 18 Ship Today
  7. Before the CVE: Mining Open-Source Commits for Negative-Day Vulnerabilities
  8. AISLE Discovers 16 CVEs in Wireshark, the World’s Most Popular Network Protocol Analyzer
  9. Why Legacy SAST Scanners Leave You Exposed to AI-Armed Attackers
  10. Introducing Sovereign AI Cybersecurity
  11. Your Security Program Shouldn’t Depend on Geopolitics You Can’t Control
  12. Your Security Tooling Shouldn’t Force You to Give Up Sovereignty
  13. How Specialized AI Systems Beat Frontier Models at Cybersecurity
  14. Sovereign AI Cybersecurity Systems Are More Cost-Efficient Than Frontier Models: Here’s the Data
  15. Why AI-Native Cybersecurity Is the Best Approach to Vulnerability Management
  16. GuideThe AISLE Guide to Sovereign AI CybersecurityWhat sovereign AI means for cybersecurity — and how it aligns cost, quality, and control.Read the guide
  17. AISLE Discovered Six curl CVEs After OpenAI and Anthropic Found Zero
  18. AISLE Discovers 6 High and Critical CVEs in FFmpeg
  19. Attackers Are Using AI to Find Vulnerabilities in Your Code. Your SAST Was Never Even Looking for Them
  20. AISLE Finds 21 Security Issues in FFmpeg, Including 6 New CVEs
  21. AISLE Discovers a One-Click RCE Vulnerability in Cursor, VS Code, and Google Antigravity
  22. The Model That Fixes Your Code Might Hack the Linux Kernel
  23. The Economics of Security Vulnerabilities: Why Discovery Is Not CommoditizingIf discovery is cheap, why are people willing to pay more for exploits than ever before? Here's what the market for exploits shows.Ondrej VlcekJuly 23, 2026
  24. AISLE Finds 8 CVEs Across MySQL, MariaDB, and PostgreSQLLearn how AISLE found 8 CVEs in critical databases using autonomous, AI-native analysis and verification.AISLE Research Team July 7, 2026
  25. AISLE Discovers 6 New CVEs in curl, Including the Oldest Issue Ever ReportedAISLE'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.AISLE Research Team June 24, 2026
  26. AISLE Won a Hacker News Cybersecurity Stars Award. Here's What It Means.AISLE was named Most Innovative AI-Powered Vulnerability Management Platform by The Hacker News at the inaugural Star Awards. Here's why. AISLEJune 17, 2026
  27. "Mythos" at Home, and It's Called AISLEA startup out of Europe built an AI system that matches Mythos on zero-day discovery, using widely available models, even air-gapped.Stanislav FortJune 17, 2026
  28. Control Is the New Frontier in Security AIFrontier AI can vanish overnight. For security teams, control is a requirement, not a luxury. Why sovereign AI is the new frontier in cyber defense. Ondrej VlcekJune 14, 2026
  29. Your Security Shouldn't Depend on Someone Else's APIWhy the historical tension between frontier capability and full sovereignty is dissolving, and why deployment-agnostic AI security is the answer. Ondrej VlcekJune 11, 2026
  30. Announcing AISLE Snapshot: Rapid AI Code Analysis for Every EnvironmentIntroducing AISLE Snapshot, the rapid AI code audit that delivers frontier-class security findings to air-gapped, on-prem, and cloud environments.AISLEJune 10, 2026
  31. AISLE Finds 4 CVEs in One of the World’s Most Popular IoT PlatformsLearn how AISLE's analyzer agents found four CVEs in one of the world's most popular embedded platforms. AISLE Research Team June 9, 2026
  32. The Role of the Security Expert During the Cognitive RevolutionCode is cheap. What does that mean for security experts? AISLE's AI researcher Dmitrijs Trizna weighs in. Dmitrijs TriznaMay 26, 2026
  33. AISLE Finds FreeBSD setuid-root Stack Buffer Overflows in ping6, libnv, and libcasperAISLE discovers three FreeBSD stack buffer overflows, including a setuid-root ping6 path that creates a local privilege escalation primitive.AISLE Research Team May 25, 2026
  34. GitHub Got Hacked. The AI Security Arms Race is HereThe world's most popular forge has been hacked. Here's what that means for AI security – and what you can do to keep up.Joshua RogersMay 21, 2026
  35. AISLE Discovered 5 CVEs in curl. Now curl Uses Our AI to Secure Its CodeWhy curl closed its bug bounty and adopted AISLE to secure its codebase - and what happened in the months that followed. AISLE Research Team May 13, 2026
  36. AISLE Discovers CVE-2026-42511: a 21-Year-Old FreeBSD Remote Command Execution VulnerabilityLearn how AISLE discovered a command injection to root RCE vulnerability in FreeBSD.AISLE Research Team May 7, 2026
  37. AISLE Discovers 3 Critical Vulnerabilities in FreeBSDHow AISLE’s multi-model AI system found critical security issues in one of the world's most trusted operating systems.AISLE Research Team May 7, 2026
  38. AISLE matches Anthropic Mythos on FreeBSD zero-daysAISLE matched Mythos with 3 FreeBSD zero-days in April 2026, including 2 remotely exploitable dhclient bugs, using much cheaper models. Stanislav FortMay 6, 2026
  39. Discovering 9 DoS Vulnerabilities in Elastic BeatsAISLE found nine High-severity DoS vulnerabilities in Elastic Beats, affecting Packetbeat, Filebeat, and Metricbeat parsers used in critical logging and observability pipelines.AISLE Research Team April 30, 2026
  40. Finding and Fixing 24 CVEs in WeKan with AISLE's AnalyzerAISLE found 24 Wekan CVEs, including three Critical flaws, across authorization bypass, IDOR, admin-check failures, leaks, and LDAP injection.AISLE Research Team April 29, 2026
  41. AISLE Discovers 38 CVEs in Healthcare Software Used by 100,000 Medical Providers38 zero-day security vulnerabilities, three critical, and the shift from disclosure to prevention in healthcare softwareAISLE Research Team April 28, 2026
  42. AISLE Discovers 20 OpenSSL Zero-Days in 6 MonthsOn April 7, 2026, OpenSSL, the cryptographic backbone of the internet, published a security advisory patching 7 new security vulnerabilities.Stanislav FortApril 24, 2026
  43. AISLE Uncovered 5 of 7 OpenSSL Vulnerabilities in the April 2026 ReleaseAISLE's autonomous system discovered 5 of the 7 OpenSSL vulnerabilities fixed in the OpenSSL 3.5.6 and 4.0.0 releases.AISLE Research Team April 23, 2026
  44. OpenSIPS SQL Injection to Full Authentication Bypass (CVE-2026-25554)The AISLE analyzer discovered a high-severity vulnerability that enables SQL injection in OpenSIPS, a pillar of global communications.AISLE Research Team March 19, 2026
  45. How AISLE is helping secure critical open source projectsAI is accelerating vulnerability discovery for attackers and defenders alike. AISLE helps maintainers stay ahead by catching issues before code ships.Ondrej VlcekMarch 11, 2026
  46. AISLE discovers CVE-2026-22695: libpng buffer over-readAISLE discovered a buffer over-read in libpng, the PNG image parser used by browsers and many other systems.AISLE Research Team March 6, 2026
  47. Using AISLE to Find Vulnerabilities in Amazon's Crypto Stack: AWS-LC and s2n-tlsAISLE has discovered vulnerabilities in Amazon's crypto stack. This post covers those vulnerabilities, following our findings in OpenSSL.Joshua RogersMarch 3, 2026
  48. Firefox WebRTC GMP H.264 heap overflow via short EncodedImage (CVE-2026-2757)AISLE's autonomous security analyzer discovered a buffer overflow vulnerability in Mozilla's WebRTC that affected both Firefox and Thunderbird.AISLE Research Team February 25, 2026
  49. How AISLE Unifies Detection and Remediation at ScaleA case of context-engineering agent workflow for CVE-2021-32804: collect exploit intelligence, run reachability analysis, and ship a tested patch.Dmitrijs TriznaFebruary 24, 2026
  50. CVE-2025-11187: OpenSSL PKCS#12 Stack Overflow & DoSDeep dive into OpenSSL CVE-2025-11187: PBMAC1 PKCS#12 MAC validation bug causing stack overflow/NULL deref and the fix.AISLE Research Team February 24, 2026
  51. AISLE Becomes the #1 Source for OpenClaw Security DisclosuresAISLE is the largest source of security findings in OpenClaw, exposing risks in AI agents with shell access, file system control, and API keys.Stanislav FortFebruary 15, 2026
  52. What AI Security Research Looks Like When It WorksWhat a year of finding zero-days in OpenSSL, curl, and the Linux kernel taught us about AI-driven security research done right.Stanislav FortFebruary 8, 2026
  53. The Notepad++ Supply Chain Breach: Technical Overview and Response for the Chrysalis BackdoorNotepad++ update hijack delivered the Chrysalis backdoor. Learn what happened, key IOCs, and KQL hunts to detect and respond.AISLE Research Team February 4, 2026
  54. OpenSSL Stack Overflow: CVE-2025-15467 Deep DiveCVE-2025-15467 is a stack buffer overflow in CMS message parsing, and it has the potential to enable remote code execution under specific conditions.AISLE Research Team February 4, 2026
  55. AISLE Discovered 12 out of 12 OpenSSL VulnerabilitiesAISLE's autonomous analyzer found all 12 CVEs in the January 2026 coordinated release of OpenSSL, the open-source cryptographic library.AISLE Research Team January 26, 2026
  56. Firefox / WebRTC Encoded Transforms: UAF via undetached ArrayBuffer / CVE-2025-14321The AISLE Research Team discovered a use-after-free (UAF) vulnerability in Firefox's WebRTC API, namely in its WebRTC Encoded Transforms mechanism.AISLE Research Team January 21, 2026

2025 9

  1. How One Image Can Break SignalA single maliciously crafted image in your photo gallery could silently break Signal's attachment feature. Signal fixed it within 22 hours of our report.Stanislav FortDecember 14, 2025
  2. CVE-2025-66491: Traefik's "Verify=On" Turned TLS OffLearn how CVE-2025-66491 exposed a critical TLS verification flaw in Traefik, where "Verify=On" accidentally disabled security for 5 months.AISLE Research Team December 9, 2025
  3. CVE-2025-12443: Chrome WebXR Flaw Hits 4 Billion DevicesAisle Research discovers a memory disclosure vulnerability in Chromium's WebXR implementation, affecting over 4 billion devices across Chrome, Edge, Brave, and the entire Chromium ecosystem.Stanislav FortDecember 3, 2025
  4. Command Injection in NASA CryptoLib (CVE-2025-59534)NASA's CryptoLib had a critical 3-year-old authentication flaw. AISLE's AI detected it and helped ship CVE-2025-59534 fix in just 4 days.AISLE Research Team November 27, 2025
  5. A High-Severity WebAssembly Boundary Condition Vulnerability in Firefox: CVE-2025-13016Discover how a single line of faulty pointer arithmetic in Firefox's WebAssembly engine created CVE-2025-13016, affecting 180M+ users.AISLE Research Team November 24, 2025
  6. How AISLE's Autonomous Analyzer Found Command Injection in glob's CLI (10M+ Weekly Downloads)AISLE's AI discovered CVE-2025-64756, a critical command injection vulnerability in glob's CLI affecting 10M+ weekly downloads and CI pipelines.AISLE Research Team November 18, 2025
  7. CVE-2025-10230: The CVSS 10.0 Vulnerability That Hid in Samba for 13 YearsCritical Samba CVE-2025-10230 with CVSS 10.0 score lay hidden for 13 years before AISLE's discovery. Learn about this infrastructure threat.AISLE Research Team November 7, 2025
  8. AISLE Discovers Three of the Four OpenSSL Vulnerabilities of 2025!AISLE's autonomous AI discovered 3 of 4 OpenSSL vulnerabilities in 2025, securing the cryptographic library protecting most internet traffic.AISLE Research Team October 29, 2025
  9. Accelerating to Zero: The Future of Vulnerability ManagementWe're making what seemed impossible, possible: zero vulnerabilities.Ondrej VlcekOctober 16, 2025