AETHER-PROTOCOL-P

⬡ AETHER PROTOCOL — Aether AI LLC. 2026 Cryptographically Verified Short-Lived Identity Infrastructure for Autonomous AI Systems Patent Pending — US Application 64/006,746 — Filed March 16, 2026 "Every AI system in the world can be compromised by injecting false instructions into its pipeline...

Persona Guardrail: A Production-Grade Defense Framework for Agentic Systems

Large language model-based agents are increasingly deployed to perform domain-specific tasks by interacting with enterprise knowledge, tools, and external services. Existing runtime guardrails primarily target prompt injection and other attack-specific behaviors under a black-box threat model, bu...

Signal-Based Model Access Risk Analysis for AI System Operations Security

Artificial intelligence AI systems are now ubiquitous across domains such as security, finance, healthcare, consumer technology, and large-scale cloud services, where they process massive volumes of data and make consequential decisions daily. This widespread adoption has created a broad attack...

Rethinking Penetration Testing for AI-Enabled Systems: From Resource Compromise to Behavioral Objective Violation

Penetration testing traditionally evaluates whether adversaries can exploit weaknesses in software, infrastructure, configurations, or operational controls to achieve security-relevant compromise. This paradigm remains necessary for AI-enabled systems, but it is no longer sufficient. In such...

RvB: Automating AI System Hardening Via Iterative Red-Blue Games

The dual offensive and defensive utility of Large Language Models LLMs highlights a critical gap in AI security: the lack of unified frameworks for dynamic, iterative adversarial adaptation hardening. To bridge this gap, we propose the Red Team vs. Blue Team RvB framework, formulated as a...

SROOT Component Code Execution

The vulnerability of the SROOT component in NVIDIA’s DGX OS workstation operating system for DGX Spark AI systems involves the execution of operations beyond the buffer boundaries in memory. Exploiting this vulnerability allows an attacker to execute arbitrary code, replace data, cause system...

ROOT Component DoS

The vulnerability of the OROOT component of the NVIDIA DGX OS workstation operating system for DGX Spark AI systems is related to the execution of operations beyond the buffer boundaries in memory. Exploiting this vulnerability can allow an attacker to cause a service failure...

Securing agentic AI: Your guide to the Microsoft Ignite sessions catalog

Security is a core focus at Microsoft Ignite 2025, reflected in dedicated sessions and hands-on experiences designed for security professionals and leaders. Whether you’re shaping strategy or working on the front lines, Microsoft Ignite offers direct access to the latest advancements and practica...

Securing agentic AI: Your guide to the Microsoft Ignite sessions catalog

Security is a core focus at Microsoft Ignite 2025, reflected in dedicated sessions and hands-on experiences designed for security professionals and leaders. Whether you’re shaping strategy or working on the front lines, Microsoft Ignite offers direct access to the latest advancements and practica...

Why AI Systems Use Vector Databases to Improve Performance and Reduce Costs

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The Age of Integrity

We need to talk about data integrity. Narrowly, the term refers to ensuring that data isn’t tampered with, either in transit or in storage. Manipulating account balances in bank databases, removing entries from criminal records, and murder by removing notations about allergies from medical record...

AI Vulnerability Finding

Microsoft is reporting that its AI systems are able to find new vulnerabilities in source code: Microsoft discovered eleven vulnerabilities in GRUB2, including integer and buffer overflows in filesystem parsers, command flaws, and a side-channel in cryptographic comparison. Additionally, 9 buffer...

IntelliSpace Portal .NET Remoting Code Execution

The vulnerability of the .NET Remoting technology in systems for visualization and analysis of clinical data based on artificial intelligence, IntelliSpace Portal, is related to deficiencies in the deserialization mechanism. Exploiting this vulnerability could allow an attacker to execute arbitra...

AI Deployment Integer Overflow

The vulnerability of software for optimizing and deploying AI-based applications on AMD Ryzen AI systems is related to a numerical overflow condition. Exploiting this vulnerability could allow an attacker to compromise the confidentiality, integrity, and accessibility of protected information...

Why AI Systems Need Red Teaming Now More Than Ever

AI systems are becoming a huge part of our lives, but they are not perfect. Red teaming helps…...

Jailbreaking is (mostly) simpler than you think

Content warning: This blog post contains discussions of sensitive topics. These subjects may be distressing or triggering for some readers. Reader discretion is advised. Today, we are sharing insights on a simple, optimization-free jailbreak method called Context Compliance Attack CCA, that has...

CVE-2024-52524 ReDoS in Giskard Scan text perturbation

Giskard is an evaluation and testing framework for AI systems. A Remote Code Execution ReDoS vulnerability was discovered in Giskard component by the GitHub Security Lab team. When processing datasets with specific text patterns with Giskard detectors, this vulnerability could trigger exponential...

Apple Opens PCC Source Code for Researchers to Identify Bugs in Cloud AI Security

Apple has publicly made available its Private Cloud Compute PCC Virtual Research Environment VRE, allowing the research community to inspect and verify the privacy and security guarantees of its offering. PCC, which Apple unveiled earlier this June, has been marketed as the "most advanced securit...

Delivering Proactive Protection Against Critical Threats to NVIDIA-powered AI Systems

On Wednesday, NVIDA released updates to fix a critical vulnerability in its NVIDIA Container Toolkit, which, if exploited, could put a wide range of AI infrastructure and underlying data/secrets at risk...

LLMs Acting Deceptively

New research: "Deception abilities emerged in large language models": Abstract: Large language models LLMs are currently at the forefront of intertwining AI systems with human communication and everyday life. Thus, aligning them with human values is of great importance. However, given the steady...