This week

Vulnerabilities from the past 7 days in AI security or the software supply chain, or exploited / highest severity. Items we have written up link to our page.

This list is collected daily and classified by AI in our research pipeline; it is not human-reviewed. Rely on the original advisories for facts.

Updated 2026-10-22 13:07 UTC · 95 items · 8 in KEV · 6 written up · RSS

Collection incomplete (failed sources: nvd); the list may be missing items.

DateIDCategory and summaryCVSSOur status
2026-10-21CVE-2026-112902
Vulnerable dependency

AI summaryPillow's libtiff encoder can leak memory contents or crash (segfault) when it handles crafted TIFF tags.

8.8Candidate
2026-10-21CVE-2026-114125
Vulnerable dependency

AI summaryStorybook's preview doesn't check where messages come from, so malicious websites may inject code. Affects developers running Storybook.

9.4Candidate
2026-10-21CVE-2026-71195
Other high risk

AI summaryOpenStack Manila lets users change public-share and export-metadata settings on shares belonging to other projects.

9.9Candidate
2026-10-21CVE-2026-114112
Vulnerable dependency

AI summarysharp before 0.35.4 bundles a vulnerable libheif; apps processing untrusted AVIF/HEIF images on glibc Linux may face code execution.

8.9Candidate
2026-10-21CVE-2026-114109
Vulnerable dependency

AI summaryuv before 0.11.15 lets a malicious wheel's entry-point names write executables outside the scripts directory, e.g. into PATH.

8.7Candidate
2026-10-21CVE-2026-114108
AI product bug

AI summaryHKUDS Vibe-Trading before 0.1.7 skips authentication when API_AUTH_KEY is unset, exposing its API and potentially root shell access.

9.3Write-up in review
2026-10-21CVE-2026-114107
AI trust boundary

AI summaryHKUDS Vibe-Trading before 0.1.7: instructions hidden in documents or web pages can make the agent run shell commands as root.

8.7Candidate
2026-10-21CVE-2026-114106
AI trust boundary

AI summaryHKUDS Vibe-Trading before 0.1.7 lets the LLM agent's file-read tools be prompted to read sensitive server files outside the sandbox.

8.7Candidate
2026-10-21CVE-2026-114090
AI trust boundary

AI summaryTrigger.dev CLI 3.0.0–4.5.3 'dev --mcp' server lacks auth and listens on all interfaces, so LAN hosts or web pages can call MCP tools.

7.6Written up →
2026-10-21CVE-2026-114053
AI trust boundary

AI summaryvLLM before 0.31.0 lets clients pick which model processor code revision is loaded when trust_remote_code is enabled, risking untrusted code.

9.2Write-up in review
2026-10-21CVE-2025-71437
Vulnerable dependency

AI summaryuv before 0.8.22 can be tricked by a malicious source distribution's symlinks into writing files outside the extraction directory.

8.7Candidate
2026-10-20CVE-2026-91323
Other high risk

AI summaryOracle WebLogic Server 12.2.1.4.0, 14.1.1.0.0, 14.1.2.0.0 and 15.1.1.0.0 Core flaw lets unauthenticated attackers compromise it via HTTP.

9.8Candidate
2026-10-20CVE-2026-113731
AI trust boundary

AI summarydjust's MCP tool find_handlers_for_template reads any existing absolute path without restriction; affects 0.9.0 up to fixed releases.

3.3Candidate
2026-10-20CVE-2026-101590
Vulnerable dependency

AI summaryHelidon 4.0.0–4.5.5 (microprofile-security) has a flaw that unauthenticated attackers can exploit over HTTP.

9.1Candidate
2026-10-20CVE-2026-112712
Vulnerable dependency

AI summary@fastify/middie 9.0.0–9.3.5 may compute path-scoped middleware paths that differ from Fastify routes, so middleware may not run.

9.1Candidate
2026-10-20CVE-2026-112380
AI trust boundary

AI summaryKiro Crew's WhatsApp group channel lacks authorization, so any member of a configured group can control other agent sessions and run commands on the host.

9.0Candidate
2026-10-20CVE-2026-111771
AI trust boundaryVulnerable dependency

AI summaryMCP TypeScript SDK server bearer auth accepted tokens issued for other services, weakening MCP server access control.

6.8Candidate
2026-10-20GHSA-hq85-5cpj-mr62
Vulnerable dependency

AI summaryuv's bundled CA store trusts an emSign root whose intermediate CA keys are compromised, weakening TLS trust for uv users.

9.1Candidate
2026-10-20GHSA-6q48-6c7w-9gw2
Vulnerable dependency

AI summarycertifi, the widely used Python CA bundle, has a critical update that removes the emSign root certificate; users should update.

9.1Candidate
2026-10-20CVE-2026-113709
Other high risk

AI summaryArgo CD 2.1.0+ with --enable-helm for kustomize lets a repository control Helm's config/data dirs; fixed in 3.3.15/3.4.10/3.5.4.

9.9Candidate
2026-10-20CVE-2026-113708
Other high risk

AI summaryArgo CD 2.7.0+ passes remote Kustomize ref/version values to git fetch unsafely, allowing option injection; fixed in 3.3.15/3.4.10/3.5.4.

9.9Candidate
2026-10-20CVE-2026-111767
AI trust boundaryVulnerable dependency

AI summaryMCP TypeScript SDK: experimental tasks were not bound to the session that created them, affecting servers using that feature.

8.6Write-up in review
2026-10-20CVE-2026-111769
AI trust boundaryVulnerable dependency

AI summaryMCP TypeScript client SDK: HTTP transports and OAuth requests followed cross-origin redirects and re-sent custom headers and bodies.

6.5Candidate
2026-10-20CVE-2026-113672
Other high risk

AI summaryArgo CD 0.9.0 to before 3.3.15/3.4.10/3.5.4/3.6.0-rc2: the repo-server's Jsonnet imports are not confined to the repository root.

9.9Candidate
2026-10-20CVE-2026-111756
Vulnerable dependency

AI summaryfollow-redirects 1.16.0: flaw in removing credential headers (Authorization, Cookie, etc.) when following redirects; upgrade to 1.16.1.

8.2Not planned
2026-10-20CVE-2026-105772
AI product bug

AI summary@google/adk 0.4.0 to before 0.6.0: path traversal in FileArtifactService can read, or (via saveArtifact) write, files outside artifact storage.

9.1Candidate
2026-10-20CVE-2026-113682
Vulnerable dependency

AI summarynetworknt light-4j 2.1.5 to before 2.4.0: attackers can log in as LDAP/AD-delegated users with an empty password via BasicAuthHandler.

9.1Candidate
2026-10-20CVE-2026-111763
AI trust boundaryVulnerable dependency

AI summaryA2A Java SDK before 1.3.0.Final: a malicious remote agent can make the default client forward a configured API key to a third party.

5.7Candidate
2026-10-20CVE-2026-103119
Vulnerable dependency

AI summaryApache Tomcat: a large non-blocking write can split a response into the next request on the connection, possibly leaking data (AJP).

9.1Candidate
2026-10-20CVE-2026-101356
Vulnerable dependency

AI summaryTomcat's HTTP/2 handling of async servlets can mix up requests or responses between users after an error (11.0.22–11.0.26, 10.1.55–10.1.60, 9.0.118+).

9.1Candidate
2026-10-20CVE-2026-101296
Vulnerable dependency

AI summaryApache Tomcat servers whose JNDI realm uses a non-GSSAPI SASL mechanism may let attackers log in without the correct password.

9.1Candidate
2026-10-20CVE-2026-113378
AI trust boundary

AI summarymcp-ripgrep MCP server up to 0.4.0 has OS command injection via the fileType argument of its search tool (local attack).

1.9Candidate
2026-10-20CVE-2026-113380
Vulnerable dependency

AI summaryIn RingRTC before 2.72.0 (used by Signal), a call peer can flood a queue so a local hangup may fail to end the call and its audio/video.

9.3Candidate
2026-10-20CVE-2026-77936
AI product bug

AI summaryLetta through 0.16.8's default compose leaves all API routes unauthenticated, letting remote attackers run Python and reach a default-password DB.

9.3Written up →
2026-10-20CVE-2026-77933
AI product bug

AI summaryDB-GPT through 0.8.2's default docker-compose uses a fixed MySQL root password and exposes port 3306, allowing full database access.

9.3Candidate
2026-10-20CVE-2026-77932
AI trust boundaryAI product bug

AI summaryDB-GPT through 0.8.2 lets unauthenticated callers use the ReAct agent endpoint as admin and make it run code on the server.

9.3Candidate
2026-10-20CVE-2026-77930
AI trust boundary

AI summaryEvoScientist 0.1.0–0.2.4: instructions planted in fetched content can bypass approval and run host commands via async sub-agents.

8.7Candidate
2026-10-20CVE-2026-77926
AI trust boundary

AI summaryAix-DB 1.2.4: authenticated non-admin users can make the ChatBI agent run OS commands via chat input or uploaded documents.

8.7Candidate
2026-10-20CVE-2026-75128
AI product bug

AI summaryLangchain-Chatchat through 0.3.1.3 exposes an unauthenticated /tools/call API that can run the built-in shell tool as the server user.

9.3Candidate
2026-10-20CVE-2026-109443
AI trust boundary

AI summaryJoySafeter through 1.0.0 lets self-registered users make the Copilot agent run OS commands via an unsandboxed execute tool.

8.7Candidate
2026-10-20CVE-2026-109442
AI trust boundary

AI summarypiflow 2.0.0–2.0.1: unauthenticated chat endpoints let anyone tell the agent to run shell commands with no human approval.

9.3Candidate
2026-10-20CVE-2026-109440
AI trust boundary

AI summaryLangAlpha through 2026.09.07: instructions hidden in web content the agent reads can make it run shell commands or Python.

8.6Candidate
2026-10-20CVE-2026-96652
Other high risk

AI summaryPlex Media Server before 1.43.3.10861 has an SSRF in /player/timeline that forces the server to POST to an attacker-chosen URL.

5.3KEVCandidate
2026-10-20CVE-2026-96655
Other high risk

AI summaryPlex Media Server before 1.43.3.10861 lets an authenticated user make the server request arbitrary internal or external addresses (SSRF).

5.3KEVCandidate
2026-10-20CVE-2026-110936
Other high risk

AI summaryAll Siemens Software Center versions load DLLs from an uncontrolled path, letting an authenticated local attacker plant a malicious DLL.

8.4KEVCandidate
2026-10-20CVE-2026-106931
Other high risk

AI summarySiteGuard Server Edition has an OS command injection flaw that may let attackers run commands as root/SYSTEM; listed as exploited.

8.5KEVWrite-up in review
2026-10-20CVE-2026-96654
Other high risk

AI summaryPlex Media Server before 1.43.3.10861 mishandles URLs in searchOne, letting attackers call other plugins' functions; exploited in the wild.

6.9KEVCandidate
2026-10-20CVE-2026-96656
Other high risk

AI summaryPlex Media Server before 1.43.3.10861 lets an admin user write arbitrary files that may run on load; listed as exploited (KEV).

8.6KEVWrite-up in review
2026-10-19CVE-2026-53995
AI product bug

AI summaryMLflow 3.17.1 and earlier using the FileStore backend let unauthenticated users control file paths via crafted trace IDs.

8.8Written up →
2026-10-19CVE-2026-112393
Vulnerable dependency
Pillow: 7 CVEs fixed in the same release
Show all IDs
  • CVE-2026-112393 Pillow 2.0.0 to before 13.0.0: saving compressed TIFF to targets like BytesIO can overflow heap memory and leak stale data. Update to 13.0.0.
  • CVE-2026-112398 Pillow before 13.0.0 can write past a buffer when decoding FlashPix (FPX) JPEG tiles from crafted files. Update to 13.0.0.
  • CVE-2026-112399 Pillow 8.1.0 to before 13.0.0: a crafted APNG can force a huge memory allocation before the decompression-bomb check runs.
  • CVE-2026-112403 Pillow before 13.0.0 can overflow a buffer when decoding crafted JPEGs with draft scaling requested. Update to 13.0.0.
  • CVE-2026-112404 Pillow 8.1.0 to before 13.0.0 can read out of bounds when decoding crafted TIFF files; upgrade to 13.0.0.
  • CVE-2026-112892 Pillow 4.1.0 to before 13.0.0: a small crafted MSP image can expand without limit in memory in apps that open untrusted images.
  • CVE-2026-112900 Pillow 2.6.0 to before 13.0.0: a caller-controlled EPS filename beginning with a hyphen can inject Ghostscript arguments. Update to 13.0.0.
9.2Candidate
2026-10-19CVE-2026-109437
AI trust boundaryAI product bug

AI summaryCognition before 0.13.0 runs agent code locally by default and its API has no authentication, so anyone who can reach it can run code.

9.2Candidate
2026-10-19CVE-2026-111862
Package compromised

AI summarySome Rank Math SEO PRO 3.0.123 packages downloaded/updated Oct 15–16, 2026 (UTC) contained malware that could compromise WordPress sites.

9.8Candidate
2026-10-19CVE-2026-111066
Vulnerable dependency

AI summaryaiohttp before 3.14.4 can leak file descriptors on crafted multipart requests, letting unauthenticated attackers exhaust server resources.

8.2Not planned
2026-10-19GHSA-953h-535j-jg2v
AI trust boundary

AI summaryEnvoy AI Gateway agent-router doesn't verify subject on MCP session resume; default Helm seed makes session IDs forgeable.

6.8Candidate
2026-10-19CVE-2026-112308
AI trust boundary

AI summarycrewai-tools ≤1.15.28 SeleniumScrapingTool skips private-address checks, so prompt injection can make agents fetch internal resources.

8.3Candidate
2026-10-19CVE-2026-112304
AI trust boundary

AI summarydocTR ≤1.1.0 loads checkpoints with unsafe torch.load; loading an attacker-controlled checkpoint can run arbitrary Python code.

7.7Candidate
2026-10-19CVE-2026-78162
Vulnerable dependency

AI summaryApache Camel's camel-hazelcast component has an unsafe deserialization flaw (4.0.0 to 4.22.0). Upgrade to 4.18.5 or 4.22.1.

10.0Candidate
2026-10-19CVE-2026-71253
Vulnerable dependency

AI summaryApache Johnzon 1.0.0 to before 2.2.0 loads and initializes a class named in untrusted JSON (unsafe reflection); upgrade to 2.2.0.

9.8Candidate
2026-10-19CVE-2026-90910
Other high risk

AI summaryApache Answer reaction API bypasses authorization for restricted content.

9.8Not planned
2026-10-19CVE-2026-71563
AI trust boundary

AI summaryApache Answer's MCP answer retrieval can expose content from non-public questions.

4.3Candidate
2026-10-19CVE-2026-112086
AI trust boundary

AI summaryESPnet up to 202610.post2 has an unsafe deserialization flaw via the _target_ argument in its inference model handler's build_model.

2.1Candidate
2026-10-19CVE-2026-112080
AI trust boundary

AI summaryLlama-Chinese up to commit 6fa0fff has a flaw in an example Gradio chat script that can dynamically load module code via base_model_name_or_path.

2.1Candidate
2026-10-19CVE-2026-103091
AI trust boundary

AI summaryGoogle OSS Agent Mesh (SAM) 0.1.0 alpha versions have missing authorization in the MCP proxy and insecure defaults in OIDC registration.

9.3Candidate
2026-10-18CVE-2026-111991
AI trust boundary

AI summaryYOLOv9 0.1 can be hit by code injection via names/stride metadata in ONNX model files when loaded by DetectMultiBackend; avoid untrusted models.

2.1Candidate
2026-10-18CVE-2026-112015
AI trust boundary

AI summaryOmnigent 0.3.0 to before 0.14.0 lets authenticated users escape the agent workspace via nested sub-agent working directory settings.

7.7Candidate
2026-10-17CVE-2026-104736
Other high risk

AI summaryLearnPress for WordPress up to 4.4.10 deserializes untrusted input from the checkout 'checkout-email' parameter, allowing PHP Object Injection.

9.8Candidate
2026-10-16CVE-2026-110753
Vulnerable dependency

AI summaryText::CSV_XS 1.46 to before 1.65 has a use-after-free when bind_columns is used and skip_empty_rows skips an empty line in getline.

9.8Candidate
2026-10-16CVE-2026-96620
AI trust boundary

AI summaryClaude Agent SDK (Python) before 0.2.121 doesn't validate the resume option, so an attacker could inject an MCP server config and run commands.

9.2Written up →
2026-10-16CVE-2026-68573
Other high risk

AI summaryApache Kylin's metastore cleanup function can be called without authentication.

9.8Candidate
2026-10-16CVE-2026-108709
Other high risk

AI summaryApache Kylin allows unauthenticated metadata broadcast from inside the internal network.

9.8Candidate
2026-10-16CVE-2026-111704
AI product bug

AI summaryLangChat (through commit 2a6285a) lacks auth on its REST APIs, exposing plaintext passwords and LLM provider API keys to anyone.

9.3Candidate
2026-10-16CVE-2026-102551
Vulnerable dependency

AI summaryFreeRTOS-Plus-TCP before V4.4.2 doesn't verify IPv6 Router Advertisement sources, so remote parties may alter gateway and address settings.

9.2Candidate
2026-10-16CVE-2026-95183
AI trust boundary

AI summaryDeepSeek Harness (dsh)'s context-compaction feature can be hit by prompt injection through crafted external content.

8.8Candidate
2026-10-16CVE-2026-88755
AI trust boundary

AI summaryZ.ai ZCode auto-connects to MCP servers declared in a repo's workspace config, so opening a crafted repo may run arbitrary code.

7.8Candidate
2026-10-16CVE-2026-64959
Other high risk

AI summarySome Apache Kylin cache API endpoints are missing authentication.

9.8Candidate
2026-10-16CVE-2026-64610
Other high risk

AI summaryApache Kylin has unsafe Java deserialization when handling data from Redis.

9.8Candidate
2026-10-16CVE-2026-63619
Other high risk

AI summaryApache Kylin's system metadata dump is missing authorization checks and path confinement.

9.1Candidate
2026-10-16CVE-2026-111391
AI product bug

AI summarySGLang 0.5.10–0.5.22 lets remote attackers run Python code via a crafted filter sent to the unauthenticated /dumper/configure endpoint.

9.2Written up →
2026-10-16CVE-2026-109382
AI trust boundary

AI summaryWSP MCP AI Agents Connector WordPress plugin up to 2.9.5 exposes an MCP tool without capability checks, leaking sensitive info.

6.5Candidate
2026-10-16CVE-2026-111385
AI trust boundary

AI summaryNezha 2.1.0 to before 2.3.15 builds MCP file transfer URLs from an unvalidated Host header, so uploads may be redirected.

6.3Candidate
2026-10-16CVE-2026-102764
Other high risk

AI summaryBeyondTrust Remote Support components don't validate message origin; under certain conditions attackers may perform file operations on the appliance.

9.3KEVNot enough evidence yet
2026-10-16CVE-2025-61624
Other high risk

AI summaryA path traversal flaw in Fortinet FortiOS, FortiPAM and other products is actively exploited; news reports it was used to deploy malware.

6.5KEVCandidate
2026-10-15CVE-2026-94134
Other high risk

AI summaryApache Airflow's SSH hook accepts any server key by default, so SSH/SFTP connections without host_key set are open to MITM attacks.

9.1Candidate
2026-10-15CVE-2026-111322
AI trust boundaryAI product bug

AI summaryArchon 0.2.13–0.11.1 exposes an unauthenticated API on all interfaces, letting network attackers drive its permission-bypassing AI coding agent.

9.3Written up →
2026-10-15CVE-2026-110916
Other high risk

AI summaryGoogle Chrome before 155.0.8059.84 may let a crafted web page run code outside the sandbox; update Chrome.

9.6Candidate
2026-10-15CVE-2026-47218
Vulnerable dependency

AI summaryBefore runwasi 0.6.1, containerd-shim-wasmtime may load precompiled bytes from an OCI image layer as trusted native code.

9.3Candidate
2026-10-15CVE-2026-109932
Vulnerable dependency

AI summaryundici's WebSocket client, including the one bundled in Node.js, can be made to exhaust memory by a malicious or compromised server.

7.5Candidate
2026-10-15CVE-2026-109924
Vulnerable dependency

AI summaryundici's EventSource client (6.5.0–6.29.0, 7.0.0–7.30.0, 8.0.0–8.12.1) can be made to exhaust memory by a malicious SSE server.

7.5Candidate
2026-10-15CVE-2026-109869
Vulnerable dependency

AI summaryundici fetch() in versions 6.23.0–6.29.0, 7.18.0–7.30.0 and 8.0.0–8.12.1 can crash Node.js when a malicious server sends a crafted response.

7.5Candidate
2026-10-15CVE-2026-109829
Vulnerable dependency

AI summaryundici 7.0–7.30 and 8.0–8.12.1 may key cache entries wrongly when redirect and cache interceptors share a cache store.

9.1Candidate
2026-10-15CVE-2026-109383
Vulnerable dependency

AI summaryundici Agent in many 4.x–8.x versions deep-clones options via JSON, silently dropping function-valued options before per-origin pools.

9.1Candidate
2026-10-15CVE-2026-102946
Vulnerable dependency

AI summaryjoserfc before 1.7.4 treats a JWS JSON message with an empty signatures array as authenticated; Python apps using it should upgrade.

9.1Candidate
2026-10-15CVE-2026-111094
Other high risk

AI summaryJetBrains TeamCity before 2026.2/2026.1.4/2025.11.8 allows remote code execution via a build-messages whitelist bypass; upgrade.

9.8Candidate
2026-10-15CVE-2026-111091
AI trust boundary

AI summaryJetBrains Junie CLI before 26.8.3 could execute code via an untrusted project's MCP server configuration. Update the CLI.

7.8Candidate
2026-10-15CVE-2026-99999
Other high risk

AI summaryLinux kernel IPv4 stack didn't validate checksum_start; packets with bad checksum metadata could corrupt the network header.

9.3Candidate