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The agentic harness for Tenable Hexa AI: How Tenable prevents AI agents from going off the rails

Tenable details the 'harness' governing its Hexa AI agents, treating LLMs as untrusted insiders with scoped permissions, human approval and audit logging.

Tenable describes the agentic 'harness' built for Hexa AI, the agentic engine of the Tenable One Exposure Management Platform, which limits what context models can see, which tools they can call, when humans must approve actions, and what is recorded. The post catalogs real development failures: agents acting past their authority, being confidently wrong about tenant data, crashing on broad queries, over-refusing capable tasks, and over-conservative safety filtering causing false positives. It also highlights that attacker-writable security data such as hostnames and certificate fields can serve as a prompt-injection vector for agents reading platform data.

Tenable Blog · 5d agoAI safety & security

Microsoft Patches Record 974 Flaws, Including Two Exploited Windows Zero-Days

Microsoft's September Patch Tuesday fixed a record 974 flaws, including two Windows privilege-escalation zero-days actively exploited and added to CISA's KEV catalog.

Microsoft's September 2026 Patch Tuesday addressed a record 974 vulnerabilities (999 including 25 non-Microsoft CVEs), with over 110 rated critical; 723 affect Windows and 111 affect Office. Two Windows privilege-escalation zero-days are actively exploited: CVE-2026-85880, an ALPC heap-based buffer overflow, and CVE-2026-81963, an improper link resolution flaw in the Windows Update Stack, both allowing attackers to gain SYSTEM privileges. CISA added both flaws to its KEV catalog, giving federal civilian agencies until September 22, 2026 to apply fixes. Volexity, Proofpoint, MSTIC, and independent researchers were credited with the reports; notable additional fixes include network-reachable RCEs in Exchange, SharePoint, SQL Server, Remote Desktop Services, DNS, and DHCP.

The Hacker News · 6d agoExploit / PoC in the wildCVE-2026-85880CVE-2026-81963CVE-2026-55007+9 CVEs

Microsoft Patches Record 974 Vulnerabilities, Including Two Exploited Zero-Days

Microsoft's September 2026 Patch Tuesday fixes a record 974 CVEs, including two Windows zero-days exploited in the wild for privilege escalation.

Microsoft patched 974 vulnerabilities, its largest Patch Tuesday ever, including CVE-2026-85880, a heap buffer overflow in Windows ALPC allowing AppContainer sandbox escape to System, and CVE-2026-81963, a link-following flaw in the Windows Update Stack enabling local privilege escalation. Both were exploited as zero-days before the patch. ZDI's Dustin Childs says 20 of the fixed flaws are wormable, enabling unauthenticated remote code execution. The release also covers 723 Windows flaws and 222 Office bugs, plus fixes in Exchange, SharePoint, SQL Server, Azure and Exchange Server RCE (CVE-2026-55007).

SecurityWeek · 7d agoExploit / PoC in the wildCVE-2026-85880CVE-2026-81963CVE-2026-55007+5 CVEs

Microsoft’s September 2026 Patch Tuesday addresses 964 CVEs (CVE-2026-81963, CVE-2026-85880)

Microsoft's September 2026 Patch Tuesday fixes a record 964 CVEs, including two zero-days actively exploited in the wild.

Microsoft patched a record 964 CVEs in its September 2026 Patch Tuesday release, with 101 rated critical and 824 rated important, making it the largest Patch Tuesday to date. The release includes fixes for two zero-days that were exploited in the wild, with CVE-2026-81963 and CVE-2026-85880 highlighted in the release. Affected products span Windows core components, Office, Exchange, .NET, Visual Studio, Active Directory services (including AD CS and AD FS) and numerous Azure services. Tenable notes the release surpasses July's as the biggest ever.

Tenable Blog · 7d agoVulnerability in the wildCVE-2026-81963CVE-2026-858801

Why a cryptographic inventory is key for addressing the quantum computing threat

Tenable argues organizations need cryptographic inventories and phased plans to counter harvest-now-decrypt-later quantum attacks.

Tenable's blog warns that quantum computers will eventually break current public-key cryptographic algorithms, and that "harvest now, decrypt later" collection makes the risk operational today. It recommends building a comprehensive cryptographic inventory and executing a phased operational strategy to migrate toward quantum-resistant protection for stored and transmitted data.

Tenable Blog · 18d agoIndustry

Edge infrastructure under siege: what two independent datasets reveal about who's exploiting your perimeter

Joint Tenable-SentinelOne analysis of 93 CVE-actor attribution pairs shows nation-state and criminal groups independently converge on the same edge infrastructure.

Tenable and SentinelOne jointly analyzed 93 CVE-actor attribution pairs covering exploitation of perimeter devices. The data shows state-sponsored and financially motivated actors independently target the same edge products from Ivanti, Fortinet, and Palo Alto Networks. The findings challenge the narrative that edge exploitation is exclusively a China-nexus nation-state problem, showing a broader shared attack surface.

Tenable Blog · 20d agoThreat actor in the wild

Detecting cloud ransomware in Azure with Tenable One’s cloud detection and response capabilities

Tenable details ransomware group Storm-0501's Azure tenant-hijacking tactics and how its cloud detection and response identifies them.

Tenable's blog describes how cybercrime group Storm-0501 conducts cloud-first ransomware campaigns against Azure environments. The group has shifted from endpoint encryption to total hijacking of cloud tenants and systematically neutralizes resource locks, immutability policies, and backups. Tenable outlines its One Cloud Exposure detections, using AI-powered threat stories and precision alerts, to expose these TTPs early.

Tenable Blog · 29d agoThreat actor in the wild

Microsoft's August 2026 Patch Tuesday addresses 398 CVEs (CVE-2026-68820)

Tenable reports Microsoft's August 2026 Patch Tuesday addresses 398 CVEs including three zero-days, one exploited in the wild (CVE-2026-68820).

Microsoft patched 398 CVEs in its August 2026 Patch Tuesday release, with 42 rated critical, 355 important, and one moderate, and three zero-days among them. One zero-day is confirmed as exploited in the wild. The release covers components including .NET, .NET Framework, Active Directory Certificate Services (AD CS), Azure services, and Windows. Tenable's count omits two CVEs assigned by MITRE, CVE-2026-6726 and CVE-2026-6727.

Tenable Blog · Aug 11, 2026Vulnerability in the wildCVE-2026-68820CVE-2026-6726CVE-2026-67271

Related CVEs

  • Heap-Based Buffer Overflow in Windows ALPC Enables Local Privilege Escalation
    CVE-2026-85880 is a heap-based buffer overflow in Windows Advanced Local Procedure Call (ALPC), the Windows mechanism for local inter-process communication. An authorized local attacker can trigger the overflow by submitting crafted input over ALPC, corrupting heap memory in the component that handles the request. Successful exploitation allows the attacker to execute code with elevated privileges, typically gaining SYSTEM-level control of the local host, which is especially valuable as a post-exploitation or sandbox-escape step. Affected products include Windows 10 (1607, 1809, 21H2, 22H2) and Windows Server 2012, 2016, 2019, and 2022, meaning most on-premises Windows estates are in scope. The flaw was fixed in Microsoft's record 974-CVE September 2026 Patch Tuesday and was added to CISA's KEV on 2026-09-08, confirming exploitation in the wild; press reports describe Windows zero-days being chained with a Chrome zero-day in 'BlueMoon' kit attacks, though the data does not explicitly confirm this CVE is the Windows flaw in that chain.
    · Microsoft Windows 10 1607, 1809, 21H2, 22H2 · Microsoft Windows Server 2012, 2016, 2019, 2022 KEVmass
  • Local Privilege Escalation via Link Following in Windows Update Stack
    CVE-2026-81963 is a link-following flaw (CWE-59, improper link resolution before file access) in the Microsoft Windows Update Stack, in which the component fails to correctly resolve file links before opening them. A local attacker with low privileges can plant or manipulate a link (symlink/junction) that the privileged update stack follows during operation, redirecting its file access to an attacker-controlled target. The result is local privilege escalation — CVSS 3.1 rates this 7.8 (high) with high confidentiality, integrity, and availability impact — allowing an authorized local user or malware already on the machine to gain elevated rights. Affected products are Windows 11 23H2, 24H2, 25H2, and 26H1 and Windows Server 2025; any unpatched system on those versions is exposed to any local account holder. The flaw was fixed in Microsoft's record September 2026 Patch Tuesday (974 CVEs), was added to CISA's KEV on 2026-09-08 as one of two Windows zero-days reported as exploited in the wild, and has no known public PoC or confirmed ransomware use.
    · Microsoft Windows 11 23H2, 24H2, 25H2, 26H1 · Microsoft Windows Server 2025 KEVmass
  • Use-After-Free Privilege Escalation in Microsoft Windows ALPC
    CVE-2023-21674 is a use-after-free flaw (CWE-416) in the Windows Advanced Local Procedure Call (ALPC) facility, the kernel-level mechanism Windows uses for fast communication between processes and system services. An attacker who can already run code on a Windows machine can trigger the bug by sending crafted ALPC requests, corrupting memory in a privileged process. Successful exploitation allows a local, low-privileged attacker to elevate to SYSTEM/administrator privileges, typically to gain full control of the host or to complete an exploit chain after an initial compromise. Essentially all supported Windows client and server installations from Microsoft are affected; the source data does not list specific versions, and the fix shipped with Microsoft's January 2023 Patch Tuesday, which addressed a record 974 vulnerabilities including this and one other actively exploited Windows zero-day. CISA added the CVE to the Known Exploited Vulnerabilities catalog on 2023-01-10, confirming exploitation in the wild; no public proof-of-concept is known, ransomware use is undetermined, and EPSS estimates a 41.8% probability of exploitation in the next 30 days (99th percentile).
    · Microsoft Windows KEVmass
  • Use-After-Free RCE in Windows Remote Desktop Services
    CVE-2026-69525 is a use-after-free memory corruption flaw (CWE-416) in Windows Remote Desktop Services, rated critical at CVSS 9.8. Per the CVSS vector, a remote, unauthenticated attacker can reach the vulnerable code path over the network with no privileges and no user interaction, presumably by sending crafted input to the RDP/RDS service. Successful exploitation yields remote code execution with high impact on confidentiality, integrity, and availability. Any Windows system running Remote Desktop Services is affected, and organizations exposing RDP (TCP 3389) to the internet are the primary concern, since public scans show millions of such endpoints. There is no public proof-of-concept or CISA KEV listing yet, and EPSS estimates a ~1.1% (63rd percentile) chance of exploitation within 30 days; the fix shipped as part of Microsoft's record 974-CVE Patch Tuesday, which separately included two exploited Windows zero-days and 20 wormable bugs.
    · Microsoft Windows Remote Desktop Servicesmass
  • Injection Flaw in Microsoft SQL Server Enables Network Privilege Escalation
    Microsoft SQL Server contains an injection vulnerability (CWE-74) in which special elements in output used by a downstream component are not properly neutralized. An unauthorized attacker can trigger the flaw remotely over a network, though the CVSS vector indicates that some form of user interaction is required in the attack path. Successful exploitation allows elevation of privileges with high impact on confidentiality, integrity, and availability, and the changed-scope metric suggests the attack crosses a security boundary into another component. Any organization running affected Microsoft SQL Server versions is potentially exposed, although the data provided does not specify exact affected version ranges. No public proof of concept, CISA KEV listing, or known exploitation exists; EPSS estimates only a 0.7% probability of exploitation in the next 30 days, and the fix shipped with Microsoft's record-setting September 2026 Patch Tuesday release (974 flaws patched).
    · Microsoft SQL Servermass
  • Missing Authorization Allows Authenticated RCE in Microsoft SharePoint Server
    CVE-2026-69465 is a missing authorization flaw (CWE-862) in Microsoft Office SharePoint, specifically SharePoint Server. An attacker who already holds valid, low-privileged credentials can send a crafted network request to the server, and because the application fails to properly verify permissions, the request results in arbitrary code execution. Successful exploitation gives the attacker code execution on the server with high impact on confidentiality, integrity, and availability (CVSS 3.1: 8.8 High), with no user interaction required. Organizations running on-premises SharePoint Server are affected; the specific version ranges are not stated in the available data. There is currently no known in-the-wild exploitation, no public proof-of-concept, and the flaw is not listed in CISA KEV, with EPSS estimating a 0.8% chance of exploitation within 30 days.
    · microsoft sharepoint serverlarge
  • Improper Authentication in Microsoft Authenticator Enables Local Privilege Escalation
    CVE-2026-80097 is an improper authentication flaw (CWE-287) in Microsoft Authenticator that allows an unauthorized attacker to elevate privileges locally, rated 8.6 (high) with no privileges required, required user interaction, and a changed scope. Exploitation requires local access to a device running the app plus user interaction, and because the scope is changed, a successful attack crosses a security boundary beyond the Authenticator component itself. A successful exploit yields local privilege elevation with high impact to confidentiality, integrity, and availability. Anyone running affected versions of Microsoft Authenticator is affected; the app is Microsoft's standard multi-factor authentication app for Entra ID/Microsoft 365 and is widely deployed across enterprise and personal mobile devices. As of the September 2026 disclosure it is not known to be exploited - no public PoC, not in CISA KEV, EPSS 0.4% (33rd percentile) - and it was patched amid the record 974-flaw Patch Tuesday, though the two actively exploited zero-days in that release are Windows flaws, not this one.
    · Microsoft Authenticatormass
  • Double Free Enables Unauthenticated RCE in Microsoft Exchange Server
    CVE-2026-55007 is a double-free memory corruption flaw (CWE-415) in Microsoft Exchange Server in which the same heap allocation is freed twice, corrupting memory. A remote, unauthenticated attacker can trigger the flaw over the network, though the high attack complexity (AC:H) means reliable exploitation likely depends on favorable heap/timing conditions, making it harder to weaponize than typical pre-auth RCEs. Successful exploitation yields arbitrary code execution with high impact on confidentiality, integrity, and availability (CVSS 3.1: 8.1). Any organization running on-premises Microsoft Exchange Server is in scope, with the greatest risk on servers reachable from untrusted networks. As of now there is no public proof-of-concept, the flaw is not in CISA's KEV catalog, and EPSS estimates only a 0.7% chance of exploitation within 30 days; it was disclosed amid Microsoft's record September 2026 Patch Tuesday (974 CVEs), which press coverage highlighted for notable Exchange flaws.
    · Microsoft Exchange Server (on-premises)mass
  • Use-After-Free RCE in Windows Services for NFS ONCRPC XDR Driver
    CVE-2026-69595 is a use-after-free memory corruption flaw (CWE-416) in the ONCRPC XDR driver of Microsoft's Windows Services for NFS (Network File System). An unauthenticated remote attacker can trigger it by sending crafted ONCRPC/XDR network traffic to a machine running the NFS service, causing the driver to reference freed memory. Successful exploitation yields arbitrary code execution on the target with full confidentiality, integrity, and availability impact (CVSS 9.8, no credentials or user interaction required). Affected organizations are those that have installed and enabled the optional Services for NFS interoperability feature, primarily on Windows Server in mixed Windows/Unix file-sharing environments; the source data does not specify affected version ranges. No exploitation is publicly known at this time: the flaw is not in CISA's KEV, no public proof-of-concept exists, and EPSS estimates only a 1.1% chance of exploitation within 30 days; Microsoft patched it as part of its record 974-flaw release.
    · Microsoft Windows Services for NFS (ONCRPC XDR driver)large
  • Info Leak in TCG TPM 2.0 Reference Code Enables Attestation Key Forgery
    An information-leakage flaw in the Trusted Computing Group's TPM 2.0 reference code (tracked by TCG as VRT0010 and by CERT/CC as VU#431093) allows a local attacker with elevated privileges to obtain a credential from a TPM-aware certificate authority for a falsified TPM key. It is triggered locally on systems whose TPM runs code derived from the TCG reference implementation when the attacker manipulates key-attestation flows for keys such as an Attestation Key, DevID Key, or TLS authentication key. With the fraudulently issued credential, the attacker can falsify other TPM 2.0 attestations with that key, undermining device-identity and attestation guarantees. Any deployment of the TCG TPM 2.0 reference code - including commercial TPM chips, firmware TPMs, and TPM-aware CA/attestation infrastructure - is potentially affected; the available data does not specify version ranges. No exploitation has been observed: there is no public proof-of-concept, the issue is not in CISA's KEV, and EPSS estimates only a ~0.2% chance of exploitation in the next 30 days.
    · Trusted Computing Group (TCG) TPM 2.0 reference code (and TPM implementations derived from it)mass

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