Enhancing Privacy, Neglecting Harms: An Analysis of Real-World Digital Privacy Incidents

Privacy-enhancing technologies PETs have emerged as a technical means for providing individuals with greater control over their information. Yet despite the growing deployment of PETs, people continue to experience privacy harms. In this work, we revisit our understanding of privacy incidents and...

PT-2026-86583

A vulnerability was found in openagents-org openagents up to 0.8.19/0.9.3.post20. Impacted is the function test default model of the file sdk/src/openagents/sdk/transports/http.py. Performing a manipulation of the argument base url results in server-side request forgery. The attack may be initiat...

Frequency-Domain Mixing Data Augmentation for Malicious Traffic Detection

The strong dynamics of network traffic often force malicious traffic detection models to handle out-of-distribution data. Typically, deep learning-based malicious traffic detection models require a large amount of high-quality training data. However, owing to challenges such as high labeling...

A Queryable Graph-Based Security Analysis Framework for O-RAN

The Open Radio Access Network O-RAN replaces vendor-locked RANs with a modular and interoperable architecture that fosters competition and accelerates innovation. With this openness comes increased complexity and a larger attack surface, making security a critical concern. Today, assessing O-RAN...

CVE-2026-86169

Axolotl before 0.19.0 contains a remote code execution vulnerability in the multipack patch path where trustremotecode defaults to None instead of False, causing the security guard to be bypassed. Attackers can execute arbitrary Python code by crafting a malicious Hugging Face model repository...

SUSE CVE-2026-11624

The Model Context Protocol has a security warning advising servers to validate the "Origin" header on all incoming connections to prevent DNS rebinding attacks. Prior to the v0.25.0 release, users had no way to validate the origin's host. In v0.25.0, a new "--allowed-hosts" flag was introduced...

Booz Allen Cyber Weapon Index

The new Booz Allen Cyber Weapon Index CWI confirms that autonomous offensive cyber has arrived. A leading frontier AI model can now independently execute the full cyber kill chain against a real network—crossing a critical threshold from AI-assisted hacking to autonomous cyber operations. This is...

PT-2026-105771

The /v1/chat/agents/agent id/edit endpoint in local-operator versions before 0.47.5 resolves the caller-supplied file path with expanduser.resolve and reads it without checking that it lies inside the agent's workspace. An unauthenticated client with network access to the API can supply an absolu...

scanopy v0.17.14

Scanopy Network documentation, without the drawing. Scanopy replaces manual network diagrams with a continuously maintained model of what's actually running. A single daemon scans on a schedule and produces four views from each scan: L2 physical, L3 logical, workloads, and applications. Unlike...

CVE-2026-85702

A security vulnerability has been detected in ramon-victor freegpt-webui up to 098db3dfeb41555c2ca9269df0f13e10ec1c35dc. Affected is the function conversation of the file server/backend.py of the component Backend Conversation API. Such manipulation of the argument model leads to missing...

CVE-2026-85702 ramon-victor freegpt-webui Backend Conversation API backend.py _conversation missing authentication

A security vulnerability has been detected in ramon-victor freegpt-webui up to 098db3dfeb41555c2ca9269df0f13e10ec1c35dc. Affected is the function conversation of the file server/backend.py of the component Backend Conversation API. Such manipulation of the argument model leads to missing...

EUVD-2026-71750

A security vulnerability has been detected in ramon-victor freegpt-webui up to 098db3dfeb41555c2ca9269df0f13e10ec1c35dc. Affected is the function conversation of the file server/backend.py of the component Backend Conversation API. Such manipulation of the argument model leads to missing...

CVE-2026-85702 ramon-victor freegpt-webui Backend Conversation API backend.py _conversation missing authentication

A security vulnerability has been detected in ramon-victor freegpt-webui up to 098db3dfeb41555c2ca9269df0f13e10ec1c35dc. Affected is the function conversation of the file server/backend.py of the component Backend Conversation API. Such manipulation of the argument model leads to missing...

CVE-2026-85702

A missing authentication vulnerability exists in the _conversation function of server/backend.py (Backend Conversation API) in ramon-victor freegpt-webui , affecting commits up to 098db3dfeb41555c2ca9269df0f13e10ec1c35dc. Remote attackers can manipulate the model argument to bypass authentication...

How to secure edge AI in customer-owned environments

In this article 1. Edge AI changes the trust model for AI systems 2. Constrain model actions through deterministic mediation 3. Establish trust before releasing sensitive assets 4. Verify runtime before releasing sensitive assets 5. Verify artifacts that shape model behavior 6. Next steps Edge AI...

How to secure edge AI in customer-owned environments

In this article 1. Edge AI changes the trust model for AI systems 2. Constrain model actions through deterministic mediation 3. Establish trust before releasing sensitive assets 4. Verify runtime before releasing sensitive assets 5. Verify artifacts that shape model behavior 6. Next steps Edge AI...

CVE-2026-85654

Improper neutralization of special elements used in a template engine in the CDK generator in Amazon awslabs.dynamodb-mcp-server before 2.1.6 might allow a context-dependent actor to execute arbitrary code on the host that deploys the generated application via crafted table, index, or attribute...

NPM: CodeWhale: js_execution leaks parent environment to model context via missing env scrub

NPM: CodeWhale: jsexecution leaks parent environment to model context via missing env scrub vulnerability discovered by ? in WordPress Npm codewhale versions = 0.8.41, 0.8.64...

CVE-2026-85654 Code injection in the CDK generator in Amazon awslabs.dynamodb-mcp-server

Improper neutralization of special elements used in a template engine in the CDK generator in Amazon awslabs.dynamodb-mcp-server before 2.1.6 might allow a context-dependent actor to execute arbitrary code on the host that deploys the generated application via crafted table, index, or attribute...

CVE-2026-85654 Code injection in the CDK generator in Amazon awslabs.dynamodb-mcp-server

Improper neutralization of special elements used in a template engine in the CDK generator in Amazon awslabs.dynamodb-mcp-server before 2.1.6 might allow a context-dependent actor to execute arbitrary code on the host that deploys the generated application via crafted table, index, or attribute...