PT-2026-20563

A security vulnerability has been discovered in how the input.parsed path field is constructed. HTTP request paths are treated as full URIs when parsed; interpreting leading path segments prefixed with double slashes // as authority components, and therefore dropping them from the parsed path. Th...

Agentic AI for Cybersecurity: A Meta-Cognitive Architecture for Governable Autonomy

Contemporary AI-driven cybersecurity systems are predominantly architected as model-centric detection and automation pipelines optimized for task-level performance metrics such as accuracy and response latency. While effective for bounded classification tasks, these architectures struggle to...

Exposure Management vs Vulnerability Management: Key Differences

Is your security program truly reducing risk, or is it just getting really good at patching? This question is at the heart of the exposure management vs vulnerability management debate. A traditional approach can tell you that a door has a weak lock, but it can't tell you if that door leads to a...

ROS-20260205-73-0027

A vulnerability in the rseq.c component of the Linux operating system kernel is related to the reliance on unreliable input data to make security decisions. Exploitation of the vulnerability allows an attacker to impact the confidentiality and availability of protected information...

Your VMDR Year in Review: Making Security Progress Visible and Actionable

Security Teams Rarely Stop to Reflect When a security program is working well, very little seems to happen. That is by design. There is no alert for the incident that was prevented. No visibility into the attack path that was quietly closed. No recognition for the vulnerability that was fixed...

PT-2026-2696

CVE-2026-20849 Reliance on untrusted inputs in a security decision in Windows Kerberos allows an authorized attacker to elevate privileges over a network. https://t.co/YLkUwVtaPa...

GHSA-8M3C-C723-H4P4 django-allauth's Okta and NetIQ implementations used a mutable identifier for authorization decisions

An issue was discovered in allauth-django before 65.13.0. Both Okta and NetIQ were using preferredusername as the identifier for third-party provider accounts. That value may be mutable and should therefore be avoided for authorization decisions. The providers are now using sub instead...

CVE-2025-65431

An issue was discovered in allauth-django before 65.13.0. Both Okta and NetIQ were using preferredusername as the identifier for third-party provider accounts. That value may be mutable and should therefore be avoided for authorization decisions. The providers are now using sub instead...

Use of Non-Canonical URL Paths for Authorization Decisions

Overview astro is an Astro is a modern site builder with web best practices, performance, and DX front-of-mind. Affected versions of this package are vulnerable to Use of Non-Canonical URL Paths for Authorization Decisions due to improper URL decoding logic. The pathname validation used for...

org.springframework/spring-core: Spring Framework Annotation Detection Vulnerability

The Spring Framework annotation detection mechanism may not correctly resolve annotations on methods within type hierarchies with a parameterized super type with unbounded generics. This can be an issue if such annotations are used for authorization decisions...

A Descriptive Model for Modelling Attacker Decision-Making in Cyber-Deception

Cyber-deception is an increasingly important defensive strategy, shaping adversarial decision making through controlled misinformation, uncertainty, and misdirection. Although game-theoretic, Bayesian, Markov decision process, and reinforcement learning models offer insight into deceptive...

CVE-2025-12969 CVE-2025-12969

Fluent Bit inforward input plugin does not properly enforce the security.users authentication mechanism under certain configuration conditions. This allows remote attackers with network access to the Fluent Bit instance exposing the forward input to send unauthenticated data. By bypassing...

Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization

Security analysts face increasing pressure to triage large and complex vulnerability backlogs. Large Language Models LLMs offer a potential aid by automating parts of the interpretation process. We evaluate four models ChatGPT, Claude, Gemini, and DeepSeek across twelve prompting techniques to...

org.springframework/spring-core: Spring Framework Annotation Detection Vulnerability

The Spring Framework annotation detection mechanism may not correctly resolve annotations on methods within type hierarchies with a parameterized super type with unbounded generics. This can be an issue if such annotations are used for authorization decisions...

AI Inference Hardware Decisions: When to Choose CPUs vs. GPUs

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EUVD-2020-1084

Malware in sbrugna...

EUVD-2019-0314

Malware in sbrugna...

EUVD-2015-4406

Malware in sbrugna...

EUVD-2024-22162

Malicious code in bioql PyPI...

EUVD-2025-29537

Malicious code in bioql PyPI...