context-aware-offensive-intelligence

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cerbos

What is Cerbos? Cerbos is an authorization layer that evolves with your product. It enables you to define powerful, context-aware access control rules for your application resources in simple, intuitive YAML policies; managed and deployed via your Git-ops infrastructure. It provides highly...

pomerium

Pomerium is an identity and context-aware reverse proxy. Pomerium builds secure, clientless connections to internal web apps and other services without a corporate VPN. Pomerium is: Easier with clientless access. Faster by being tunnel-free and deployed where your apps and services are. Safer...

dwn

🥽 dwn dockerpwn - un gestor de herramientas de ataque para Docker introducción dwn es un "docker-compose para hackers". Utilizando un formato de "plan" YAML simple similar a docker-compose, se definen nombres de imágenes, versiones y asignaciones de volúmenes/puertos para configurar una herramien...

openrasp

OpenRASP Introduction Unlike perimeter control solutions like WAF, OpenRASP directly integrates its protection engine into the application server by instrumentation. It can monitor various events including database queries, file operations and network requests etc. When an attack happens, WAF...

opa

Open Policy Agent Open Policy Agent OPA — это движок политик общего назначения с открытым исходным кодом, который обеспечивает унифицированное применение политик с учётом контекста во всём стеке. OPA гордится тем, что является выпущенным graduated проектом в экосистеме Cloud Native Computing...

pomerium v0.33.3

Pomerium is an identity and context-aware reverse proxy. Pomerium builds secure, clientless connections to internal web apps and other services without a corporate VPN. Pomerium is: Easier with clientless access. Faster by being tunnel-free and deployed where your apps and services are. Safer...

Checked-In Secret Detection: Strings Are All You Need

Hardcoded secrets in source code pose critical security vulnerabilities which can be easily exploited by malicious adversaries. Existing regex-based detection approaches suffer from fundamental limitations, as secrets often lack identifiable patterns, resulting in poor precision and recall. Recen...

SUSE CVE-2025-24784

kubewarden-controller is a Kubernetes controller that allows you to dynamically register Kubewarden admission policies. The policy group feature, added to by the 1.17.0 release. By being namespaced, the AdmissionPolicyGroup has a well constrained impact on cluster resources. Hence, it's considere...

Context-Aware Entity-Relation Extraction for Threat Intelligence Knowledge Graphs

Cybersecurity Knowledge Graphs CKGs unify diverse Cyber Threat Intelligence CTI sources into structured, queryable formats, offering scalable solutions for automating proactive and real-time security responses. Their increasing adoption has significantly enhanced the workflow and decision-making...

Context-Aware Web Attack Detection in Open-Source SIEM Systems Via MITRE ATT&CK-Enriched Behavioral Profiling

Security Information and Event Management SIEM systems aggregate log data from heterogeneous sources to detect coordinated attacks. Traditional rule-based correlation engines struggle to classify multi-step web application attacks because they examine each event without reference to the behaviour...

Context-Aware Spear Phishing: Generative AI-Enabled Attacks against Individuals Via Public Social Media Data

We demonstrate how publicly available social-media data and generative AI GenAI can be misused to automate and scale highly personalized, context-aware spear-phishing campaigns. With minimal attacker effort, a small amount of public activity per target is sufficient for GenAI models to extract...

On the Security of Research Artifacts

Research artifacts are widely shared to support reproducibility, and artifact evaluation AE has become common at many leading conferences. However, AE mainly checks whether artifacts work as claimed and can be reproduced. It largely overlooks potential security risks. Since these artifacts are...

AFL-ICP: Enhancing Industrial Control Protocol Reliability Via Specification-Guided Fuzzing

Industrial Control Protocols ICPs are critical to the reliability and stability of industrial infrastructure, yet their security is fundamentally compromised by a specification-blindness bottleneck. Modern fuzzers, constrained by observation-driven inference, struggle to penetrate deep protocol...

ARGUS: Defending LLM Agents against Context-Aware Prompt Injection

The rise of Large Language Model LLM agents, augmented with tool use, skills, and external knowledge, has introduced new security risks. Among them, prompt injection attacks, where adversaries embed malicious instructions into the agent workflow, have emerged as the primary threat. However,...

Introducing the Wiz Red Agent- AI-Powered Attacker

Red Agent is an AI-powered, context-aware attacker that uncovers complex exploitable risks across your entire attack surface, continuously and at scale...

Why Security Validation Is Becoming Agentic

If you run security at any reasonably complex organization, your validation stack probably looks something like this: a BAS tool in one corner. A pentest engagement, or maybe an automated pentesting product, in another. A vulnerability scanner feeding an attack surface management platform somewhe...

Webinar: How Modern SOC Teams Use AI and Context to Investigate Cloud Breaches Faster

Cloud attacks move fast — faster than most incident response teams. In data centers, investigations had time. Teams could collect disk images, review logs, and build timelines over days. In the cloud, infrastructure is short-lived. A compromised instance can disappear in minutes. Identities rotat...

AI-Powered Forensics, at Cloud Speed

Reviewing Wiz’s approach to forensics in the cloud era, and announcing the public preview of AI-powered, context-aware forensics capabilities...

CVE-2025-64097

NervesHub is a web service that allows users to manage over-the-air OTA firmware updates of devices in the field. A vulnerability present starting in version 1.0.0 and prior to version 2.3.0 allowed attackers to brute-force user API tokens due to the predictable format of previously issued tokens...