⚡ Weekly Recap: Telecom Sleeper Cells, LLM Jailbreaks, Apple Forces U.K. Age Checks and More

Some weeks are loud. This one was quieter but not in a good way. Long-running operations are finally hitting courtrooms, old attack methods are showing up in new places, and research that stopped being theoretical right around the time defenders stopped paying attention. There's a bit of everythi...

CISO Spotlight: Dimitris Georgiou on Building Security that Serves People First

Dimitris Georgiou has been a self-professed computer geek since the early 80s. At university, he studied the convergence of educational technology with computer science as part of his psychology MA – finding, to his disbelief, that systems were perilously insecure. Since then, he’s always worked ...

SakaDev 安全漏洞

SakaDev is an AI-driven software development assistant developed by Rahman Azhar. SakaDev has a security vulnerability, which stems from defects in the design of automatic terminal command execution. This vulnerability makes it susceptible to prompt injection attacks, potentially allowing arbitra...

Debt behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild

AI coding assistants are now widely used in software development. Software developers increasingly integrate AI-generated code into their codebases to improve productivity. Prior studies have shown that AI-generated code may contain code quality issues under controlled settings. However, we still...

CVE-2026-33764

WWBN AVideo is an open source video platform. In versions up to and including 26.0, the AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user wi...

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🦀 PenClaw AI-powered penetration testing CLI. One command...

CVE-2026-30304

In its design for automatic terminal command execution, AI Code offers two options: Execute safe commands and execute all commands. The description for the former states that commands determined by the model to be safe will be automatically executed, whereas if the model judges a command to be...

CVE-2026-33764

WWBN AVideo is an open source video platform. In versions up to and including 26.0, the AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user wi...

CVE-2026-33764

WWBN AVideo is an open source video platform. In versions up to and including 26.0, the AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user wi...

CVE-2026-33764 AVideo: IDOR in AI Plugin Allows Stealing Other Users' AI-Generated Metadata and Transcriptions

WWBN AVideo is an open source video platform. In versions up to and including 26.0, the AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user wi...

CVE-2026-33764 AVideo: IDOR in AI Plugin Allows Stealing Other Users' AI-Generated Metadata and Transcriptions

WWBN AVideo is an open source video platform. In versions up to and including 26.0, the AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user wi...

CVE-2026-33764

CVE-2026-33764 affects WWBN/AVideo up to version 26.0 where the AI plugin’s save.json.php loads AI responses by attacker-controlled IDs (ai_metatags_responses_id and ai_transcribe_responses_id) without validating ownership of the target video. An authenticated user with canUseAI can reference AI ...

BIT-GITLAB-2026-1724 Missing Authentication for Critical Function in GitLab

GitLab has remediated an issue in GitLab EE affecting all versions from 18.5 before 18.8.7, 18.9 before 18.9.3, and 18.10 before 18.10.1 that could have allowed an unauthenticated user to access API tokens of self-hosted AI models due to improper access control...

CVE-2026-22742

The provided sources confirm a concrete SSRF vulnerability in Spring AI’s spring-ai-bedrock-converse BedrockProxyChatModel, triggered when processing multimodal messages with user-supplied media URLs. The root cause is insufficient validation of those URLs, allowing the server to issue HTTP reque...

EUVD-2026-16391

Incorrect Authorization vulnerability in Drupal AI Artificial Intelligence allows Resource Injection.This issue affects AI Artificial Intelligence: from 0.0.0 before 1.1.11, from 1.2.0 before 1.2.12...

CVE-2026-3573 AI (Artificial Intelligence) - Moderately critical - Information Disclosure - SA-CONTRIB-2026-028

Incorrect Authorization vulnerability in Drupal AI Artificial Intelligence allows Resource Injection.This issue affects AI Artificial Intelligence: from 0.0.0 before 1.1.11, from 1.2.0 before 1.2.12...

GHSA-G39V-QRJ6-JXRH AVideo: IDOR in AI Plugin Allows Stealing Other Users' AI-Generated Metadata and Transcriptions

Summary The AI plugin's save.json.php endpoint loads AI response objects using an attacker-controlled $REQUEST'id' parameter without validating that the AI response belongs to the specified video. An authenticated user with AI permissions can reference any AI response ID — including those generat...

CVE-2026-1724

GitLab has remediated an issue in GitLab EE affecting all versions from 18.5 before 18.8.7, 18.9 before 18.9.3, and 18.10 before 18.10.1 that could have allowed an unauthenticated user to access API tokens of self-hosted AI models due to improper access control...

CVE-2026-27740

Discourse is an open-source discussion platform. Versions prior to 2026.3.0-latest.1, 2026.2.1, and 2026.1.2 have a cross-site scripting vulnerability that arises because the system trusts the raw output from an AI Large Language Model LLM and renders it using htmlSafe in the Review Queue interfa...

CVE-2026-33401

Wallos is an open-source, self-hostable personal subscription tracker. Prior to version 4.7.0, the patch introduced in commit e8a513591 CVE-2026-30840 added SSRF protection to notification test endpoints but left three additional attack surfaces unprotected: the AI Ollama host parameter, the AI...