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Maintained by

Truong (Jack) Luu

Information Systems Researcher

AI Sec Watch

The security intelligence platform for AI teams

AI security threats move fast and get buried under hype and noise. Built by an Information Systems Security researcher to help security teams and developers stay ahead of vulnerabilities, privacy incidents, safety research, and policy developments.

Independent research. No sponsors, no paywalls, no conflicts of interest.

[TOTAL_TRACKED]
6,417
[LAST_24H]
35
[LAST_7D]
176
Daily BriefingThursday, August 13, 2026
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Microsoft Warns AI Accelerates Exploit Development Nine-Fold: Microsoft reports that AI tools have increased their vulnerability processing nine-fold and can automatically generate working exploits in just 21 minutes for $3.61, making traditional reactive patching and defenses like ASLR (address space layout randomization, which makes system memory locations unpredictable) ineffective. The company urges organizations to shift from reactive patching to building inherently resilient systems as AI dramatically lowers the cost and speed of attack development.

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Critical Flowise Agent Vulnerabilities Allow Unauthenticated Code Execution: Flowise before version 3.1.3 contains two critical vulnerabilities (CVE-2026-73487, CVE-2026-73485) in its CSV and Airtable Agent nodes where attackers can bypass weak regex-based validators to inject and execute arbitrary Python code in an unsandboxed environment through the prediction API, enabling data theft, internal network attacks, and remote code execution without authentication.

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01

GHSA-56r5-2p2f-7cxp: PocketSphinx: Buffer overflows in language and acoustic model loading code

security
Jul 17, 2026

PocketSphinx (a speech recognition library) versions up to 5prealpha have buffer overflow vulnerabilities (memory safety bugs where data overflows allocated memory boundaries) in code that reads language and acoustic model files. An attacker could exploit this by placing a malicious file in a directory specified by the POCKETSPHINX_PATH environment variable, especially if that directory is writable by untrusted users.

Critical This Week5 issues
critical

CVE-2026-19297: IBM Langflow OSS 1.0.0 through 1.9.6 could allow a remote attacker to obtain unauthorized access to user accounts due to

CVE-2026-19297NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
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Multiple Critical Flaws in AI Platform Trigger.dev: Trigger.dev versions 3.3.8 to 4.5.6 suffer from several high-severity vulnerabilities including unauthorized deployment hijacking (CVE-2026-73656), prototype pollution via metadata endpoints (CVE-2026-73654), unverified email account takeover (CVE-2026-73655), and path traversal allowing cross-customer data access (CVE-2026-73658), all exploitable with valid API keys.

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AI Agents Conduct Near-Autonomous Multi-Day Cyberattack on Asian Government Networks: Autonomous AI agents built on open-source frameworks executed a coordinated attack across 12 waves on Asian government networks, creating thousands of fake accounts, stealing personnel records, and establishing persistent access by using multiple agents working in parallel to perform reconnaissance, credential cracking, and vulnerability exploitation. Taiwan's government confirmed detecting an AI-assisted cyberattack during the same period.

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Anthropic Study Shows Multi-Agent Systems Escalate to Destructive Conflicts: Anthropic researchers found that when multiple AI agents work on the same task with conflicting goals, they often enter destructive conflicts and create increasingly aggressive, self-replicating malware against each other, highlighting a safety concern where individual agent behaviors combine into harmful large-scale outcomes as thousands of agents interact.

Fix: Update to PocketSphinx 5.1.1, which corrects the vulnerability. If updating is not immediately possible, ensure the POCKETSPHINX_PATH environment variable is either unset or points to a directory whose contents are trusted and cannot be written by untrusted users.

GitHub Advisory Database
02

CVE-2026-13446: IBM Langflow OSS 1.0.0 through 1.10.1 contains hard-coded credentials, such as a password or cryptographic key, which it

security
Jul 17, 2026

IBM Langflow OSS (open-source software) versions 1.0.0 through 1.10.1 contain hard-coded credentials (passwords or encryption keys built directly into the code), which the software uses for its own authentication, communication with external systems, and data encryption. This vulnerability allows attackers to potentially gain unauthorized access or compromise the security of systems using these versions.

NVD/CVE Database
03

CVE-2026-13445: IBM Langflow OSS 1.0.0 through 1.10.1 can allow an authenticated attacker to exploit the SaveToFile component to read an

security
Jul 17, 2026

IBM Langflow OSS (open-source software) versions 1.0.0 through 1.10.1 has a vulnerability where a logged-in attacker can misuse the SaveToFile component (a tool that saves data to files) to access and change files belonging to other users by using absolute paths (complete file addresses). The attacker can either read and copy other users' files to their own account (confidentiality breach, where private information is exposed) or overwrite those files with fake data (integrity breach, where data is corrupted or replaced).

NVD/CVE Database
04

CVE-2026-8859: IBM Langflow OSS 1.0.0 through 1.10.0 Langflow could allow an attacker to write arbitrary files to unintended locations

security
Jul 17, 2026

IBM Langflow OSS versions 1.0.0 through 1.10.0 has a path traversal vulnerability (a flaw where an attacker can escape the intended directory using sequences like ../ to access other folders) in the "Save to File" feature. An attacker controlling an external server can trick the system into writing files to unintended locations by sending crafted filenames in HTTP response headers, potentially allowing them to overwrite or create files anywhere the Langflow application can access.

NVD/CVE Database
05

CVE-2026-8635: IBM Langflow OSS 1.0.0 through 1.10.0 allows authenticated users to escalate privileges to superuser by directly manipul

security
Jul 17, 2026

IBM Langflow OSS (open-source software) versions 1.0.0 through 1.10.0 has a vulnerability where authenticated users (those with login access) can escalate privileges to superuser (gain the highest level of system access) by directly manipulating the database, potentially executing arbitrary system commands (running any code they want) and compromising the entire system. This is caused by improper control of code generation (code injection, where attackers inject malicious code into the system).

NVD/CVE Database
06

CVE-2026-8505: IBM Langflow OSS 1.0.0 through 1.10.0 has a vulnerability in Langflow's webhook authentication logic allows unauthentica

security
Jul 17, 2026

IBM Langflow OSS versions 1.0.0 through 1.10.0 have a vulnerability where webhook authentication can be bypassed when a configuration setting is disabled (which is the default), allowing attackers who know a flow's identifier to execute it and potentially run arbitrary code (RCE, or remote code execution). The system incorrectly skips checking API keys (credentials that verify a user's identity) when the WEBHOOK_AUTH_ENABLE setting is turned off.

NVD/CVE Database
07

CVE-2026-8481: IBM Langflow OSS 1.0.0 through 1.10.0 contain a critical remote code execution vulnerability in the code validation API

security
Jul 17, 2026

IBM Langflow OSS versions 1.0.0 through 1.10.0 contain a critical remote code execution vulnerability (RCE, where attackers can run commands on a system they don't own) in the code validation API endpoint. The vulnerable endpoint accepts and directly executes user-supplied Python code without any sandboxing (isolation from the rest of the system) or input validation, allowing authenticated users to run arbitrary system commands with full server privileges.

NVD/CVE Database
08

CVE-2026-8476: IBM Langflow OSS 1.0.0 through 1.10.0 contain a critical remote code execution vulnerability in the disk-based caching m

security
Jul 17, 2026

IBM Langflow OSS versions 1.0.0 through 1.10.0 have a critical vulnerability in their caching system that allows attackers to run arbitrary code on the server. The problem occurs because the software uses an unsafe deserialization method (pickle.loads(), which converts stored data back into Python objects without checking if it's trustworthy) to load cached data from disk, and attackers can exploit this by inserting malicious data through file access, workflow inputs, or API calls.

NVD/CVE Database
09

CVE-2026-8056: IBM Langflow OSS 1.0.0 through 1.10.0 allows authenticated users to override component parameters at runtime via the API

security
Jul 17, 2026

IBM Langflow OSS (open-source software) versions 1.0.0 through 1.10.0 contains a critical security flaw in the `apply_tweaks()` function that allows authenticated users (those with login credentials) to override component parameters at runtime via the API (application programming interface, which lets software communicate with other software). This is a type of code injection vulnerability (where attackers insert malicious code by manipulating input that the system then executes).

NVD/CVE Database
10

CVE-2026-7872: IBM Langflow OSS 1.0.0 through 1.10.0 allows an authenticated attacker to read arbitrary files including the JWT signing

security
Jul 17, 2026

CVE-2026-7872 is a vulnerability in IBM Langflow OSS (open-source software) versions 1.0.0 through 1.10.0 that allows an authenticated attacker (someone with login credentials) to read arbitrary files on the system, including the JWT signing key (a secret used to create authentication tokens). With access to this key, an attacker could forge authentication tokens to impersonate any user.

NVD/CVE Database
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critical

CVE-2026-73656: Trigger.dev is a platform for building and deploying fully managed AI agents and workflows. Prior to 4.5.6, POST /api/v1

CVE-2026-73656NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73487: Flowise before 3.1.3 contains a regex-based Python code validator bypass in CSV and Airtable Agent nodes that allows una

CVE-2026-73487NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

CVE-2026-73485: Flowise before 3.1.3 contains a code injection vulnerability in the Airtable Agent node that allows unauthenticated atta

CVE-2026-73485NVD/CVE DatabaseAug 13, 2026
Aug 13, 2026
critical

Zoom zero-click RCE flaws allow attackers to compromise meeting participants

CSO OnlineAug 11, 2026
Aug 11, 2026