LifeOS 7.28.3

LifeOS is a Life Operating System. It knows your goals, the people who matter to you, and where you are right now, and it works to move you toward where you want to be. The engine underneath is a verifiable loop: turn any request into testable criteria, then climb until they pass. This is the fir...

CVE-2026-17531

A weakness has been identified in unitedbyai droidclaw up to 0.5.3. Affected by this issue is some unknown functionality of the file server/src/routes/goals.ts of the component Unsigned Scheduled Callback. This manipulation causes authorization bypass. Remote exploitation of the attack is possibl...

CVE-2026-17531 unitedbyai droidclaw Unsigned Scheduled Callback goals.ts authorization

A weakness has been identified in unitedbyai droidclaw up to 0.5.3. Affected by this issue is some unknown functionality of the file server/src/routes/goals.ts of the component Unsigned Scheduled Callback. This manipulation causes authorization bypass. Remote exploitation of the attack is possibl...

CVE-2026-17531

CVE-2026-17531 affects unitedbyai droidclaw up to version 0.5.3. The vulnerability is in an unspecified aspect of file server/src/routes/goals.ts (Unsigned Scheduled Callback) and enables authorization bypass. Remote exploitation is possible, with high complexity and a PROOF-OF-CONCEPT exploit pu...

CVE-2026-17531

A weakness has been identified in unitedbyai droidclaw up to 0.5.3. Affected by this issue is some unknown functionality of the file server/src/routes/goals.ts of the component Unsigned Scheduled Callback. This manipulation causes authorization bypass. Remote exploitation of the attack is possibl...

CVE-2026-17531 unitedbyai droidclaw Unsigned Scheduled Callback goals.ts authorization

A weakness has been identified in unitedbyai droidclaw up to 0.5.3. Affected by this issue is some unknown functionality of the file server/src/routes/goals.ts of the component Unsigned Scheduled Callback. This manipulation causes authorization bypass. Remote exploitation of the attack is possibl...

An Automated Framework for Extracting Reachable Attack Chains from Cyber Threat Intelligence Reports

Cyber Threat Intelligence CTI reports richly describe real-world attack processes, but their unstructured narratives cannot be directly used for automated attack-path reasoning. Existing CTI extraction methods focus on indicators, entities, or TTP labels without modeling the execution conditions...

CVE-2026-5005

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in Twiser Informatics Technology Consulting, Trade and Education Inc. OKRs & Goals allows Stored XSS. This issue affects OKRs & Goals: from 28220 before 28398...

EUVD-2026-42592

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in Twiser Informatics Technology Consulting, Trade and Education Inc. OKRs & Goals allows Stored XSS. This issue affects OKRs & Goals: from 28220 before 28398...

CVE-2026-5005 Stored XSS in Twiser's OKRs & Goals

Improper neutralization of input during web page generation 'cross-site scripting' vulnerability in Twiser Informatics Technology Consulting, Trade and Education Inc. OKRs & Goals allows Stored XSS. This issue affects OKRs & Goals: from 28220 before 28398...

Data Agents under Attack: Vulnerabilities in LLM-Driven Analytical Systems

Data agents integrate LLM-driven reasoning with relational data access, executable analytical tools, and multi-step workflow orchestration, making them increasingly central to enterprise analytics. This integration introduces new security vulnerabilities across data resources, database execution,...

Honeyval: A Comprehensive Evaluation Framework for LLM-Powered HTTP Honeypots

Honeypots are decoy systems mimicking real system components designed to defend against cyber attacks. Recently, LLMs increasingly serve as simulation backbones for honeypots. They enable defenders to construct high-interaction honeypots with low system security risks. However, LLM-powered honeyp...

EUVD-2026-32401

In the Linux kernel, the following vulnerability has been resolved: mm/damon/core: validate damosquotagoal-nid for nodememused,freebp Patch series "mm/damon/core: validate damosquotagoal-nid". nodememcgused,freebp DAMOS quota goals receive the node id. The node id is used for simeminfonode and...

Astra Linux – Vulnerability in Firefox and Thunderbird

An attacker could have exploited a timing attack by sending a large number of allowCredential entries and detecting the difference between invalid key handles and cross-origin key handles. This could have led to cross-origin account linking, violating the WebAuthn goals. This vulnerability affect...

Training a General Purpose Automated Red Teaming Model

Automated methods for red teaming LLMs are an important tool to identify LLM vulnerabilities that may not be covered in static benchmarks, allowing for more thorough probing. They can also adapt to each specific LLM to discover weaknesses unique to it. Most current automated red teaming methods a...

Applying security fundamentals to AI: Practical advice for CISOs

What to know about the era of AI The first thing to know is that AI isn’t magic The best way to think about how to effectively use and secure a modern AI system is to imagine it like a very new, very junior person. It’s very smart and eager to help but can also be extremely unintelligent. Like a...

Predicting 2026

Welcome to this week's edition of the Threat Source newsletter. It's become traditional at this time of year to make predictions about cybersecurity for the coming year. Obviously, no one has a crystal ball to predict the future, and if they did, they would be quietly making a fortune rather than...

Cybersecurity Performance Goals 2.0 for Critical Infrastructure

Today, CISA released updated Cross-Sector Cybersecurity Performance Goals CPG 2.0 with measurable actions for critical infrastructure owners and operators to achieve a foundational level of cybersecurity. This update incorporates lessons learned, aligns with the most recent National Institute of...

Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potential

Steganography and steganalysis are strongly related subjects of information security. Over the past decade, many powerful and efficient artificial intelligence AI - driven techniques have been designed and presented during research into steganography as well as steganalysis. This study presents a...

Introducing Spring AI Agents and Spring AI Bench

I'd like to introduce two new projects that are part of the Spring AI Community GitHub organization: Spring AI Agents, and Spring AI Bench. These two projects focus on using agentic coding tools—tools you likely already have in your enterprise. In 2025 AI coding agents have matured to the point...