Highly Autonomous Cyber-Capable Agents: Anticipating Capabilities, Tactics, and Strategic Implications

This report introduces the concept of "Highly Autonomous Cyber-Capable Agents" HACCAs, AI systems capable of autonomously conducting multi-stage cyber campaigns at a level comparable to today's top criminal hacking groups or state-affiliated threat actors, and analyzes the security implications o...

GHSA-8JRH-7JG8-FVMV Vaadin: Specially crafted ZIP archives can escape the intended extraction directory

Specially crafted ZIP archives can escape the intended extraction directory during Node.js download and extraction in Vaadin 14.2.0 through 14.14.0, 23.0.0 through 23.6.6, 24.0.0 through 24.9.8, and 25.0.0 through 25.0.2. Vaadin’s build process can automatically download and extract Node.js if it...

Post-Quantum Federated Learning: Secure and Scalable Threat Intelligence for Collaborative Cyber Defense

Collaborative threat intelligence via federated learning FL faces critical risks from quantum computing, which can compromise classical encryption methods. This study proposes a quantum-secure FL framework using post-quantum cryptography PQC to protect cross-organizational data sharing. We expose...

Security Bulletin: Multiple vulnerabilties affects IBM DB2 Data Management Console

Summary sshd-common-2.10.0.jar, dompurify-2.2.7.tgz, derby-10.16.1.1.jar, ion-java-1.2.0.jar dependency packages are being used by IBM Db2 Data Management Console. This bulletin describes the upgrades necessary to address the vulnerability. Vulnerability Details CVEID:CVE-2024-41909 DESCRIPTION:...

CVE-2025-66168

Apache ActiveMQ does not properly validate the remaining length field which may lead to an overflow during the decoding of malformed packets. When this integer overflow occurs, ActiveMQ may incorrectly compute the total Remaining Length and subsequently misinterpret the payload as multiple MQTT...

cipher-xbow-benchmark

Cipher XBOW Benchmark Results Black-box assessment results fr...

KAVACHx

Intelligent Exploit & Patch Management Platform A full-stack...

GHSA-V6C6-VQQG-W888 OpenClaw affected by potential code execution via unsafe hook module path handling in Gateway

Summary OpenClaw Gateway supports hook mappings with optional JavaScript/TypeScript transform modules. In affected versions, the gateway did not sufficiently constrain configured module paths before passing them to dynamic import. Under some configurations, a user who can modify gateway...

Manipulating AI memory for profit: The rise of AI Recommendation Poisoning

That helpful "Summarize with AI" button? It might be secretly manipulating what your AI recommends. Microsoft security researchers have discovered a growing trend of AI memory poisoning attacks used for promotional purposes, a technique we call AI Recommendation Poisoning. Companies are embedding...

Manipulating AI memory for profit: The rise of AI Recommendation Poisoning

That helpful "Summarize with AI" button? It might be secretly manipulating what your AI recommends. Microsoft security researchers have discovered a growing trend of AI memory poisoning attacks used for promotional purposes, a technique we call AI Recommendation Poisoning. Companies are embedding...

Security Bulletin: IBM OpenPages is affected by multiple security vulnerabilities of DB2 Database Server (January 2026)

Summary IBM® Db2® Database Server is shipped as a supporting program of IBM OpenPages. Information about security vulnerabilities affecting IBM Db2 Database Server has been published in multiple security bulletins. Vulnerability Details Refer to the security bulletins listed in the...

SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity

Deep Reinforcement Learning DRL has achieved remarkable success in domains requiring sequential decision-making, motivating its application to cybersecurity problems. However, transitioning DRL from laboratory simulations to bespoke cyber environments can introduce numerous issues. This is furthe...

PT-2026-6360

Neo4j Enterprise and Community editions versions prior to 2026.01.3 and 5.26.21 are vulnerable to a potential information disclosure by a user who has ability to access the local log files. The "obfuscate literals" option in the query logs does not redact error information, exposing unredacted da...

Cyber Insurance, Audit, and Policy: Review, Analysis and Recommendations

Cyber insurance, which protects insured organizations against financial losses from cyberattacks and data breaches, can be difficult and expensive to obtain for many organizations. These difficulties stem from insurers difficulty in understanding and accurately assessing the risks that they are...

Security Bulletin: There is a vulnerability in lz4-java-1.8.1.jar used by IBM Maximo Manage application in IBM Maximo Application Suite (CVE-2025-66566)

Summary There is a vulnerability in lz4-java-1.8.1.jar used by IBM Maximo Manage application in IBM Maximo Application Suite. Vulnerability Details CVEID:CVE-2025-66566 DESCRIPTION: yawkat LZ4 Java provides LZ4 compression for Java. Insufficient clearing of the output buffer in Java-based...

Wear OS Security Bulletin—February 2026Stay organized with collectionsSave and categorize content based on your preferences.

The Wear OS Security Bulletin contains details of security vulnerabilities affecting the Wear OS platform. The full Wear OS update comprises the security patch level of 2026-02-05 or later from the February 2026 Android Security Bulletin in addition to all issues in this bulletin. We encourage al...

Exploit for CVE-2020-1472

Active Directory Attack Path Suggestion Engine !Python Versi...

Next.js self-hosted applications vulnerable to DoS via Image Optimizer remotePatterns configuration

A DoS vulnerability exists in self-hosted Next.js applications that have remotePatterns configured for the Image Optimizer. The image optimization endpoint /next/image loads external images entirely into memory without enforcing a maximum size limit, allowing an attacker to cause out-of-memory...

An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems

Model-sharing platforms, such as Hugging Face, ModelScope, and OpenCSG, have become central to modern machine learning development, enabling developers to share, load, and fine-tune pre-trained models with minimal effort. However, the flexibility of these ecosystems introduces a critical security...

Unpacking Security Scanners for GitHub Actions Workflows

GitHub Actions is a widely used platform that allows developers to automate the build and deployment of their projects through configurable workflows. As the platform's popularity continues to grow, it has become a target of choice for recent software supply chain attacks. These attacks exploit...