tarian

Tarian We want to maintain this as open-source to fight against the attacks on our favorite Kubernetes ecosystem. We can fight threats together as a community, by continuous contribution. Protect your Applications running on Kubernetes from malicious attacks by pre-registering your source code...

azazel

Azazel A lightweight eBPF-based runtime security tracer purpose-built for malware analysis sandboxes. Drop a sample into an isolated container, and Azazel captures every syscall, file touch, network connection, and suspicious behavior, then hands you a clean JSON stream of everything that happene...

AIOstack

AI agents always look authorized. AIOStack tells you when they're not. AI agents act on behalf of users. They use real credentials, make real API calls, invoke tools, access APIs, and touch production systems. Most security tools see this activity as legitimate because, technically, it is. The re...

ClawGuard

ClawGuard 🛡️ 中文版 Our Project:https://github.com/SafeAgent-Beihang/clawguard ClawGuard is a security toolkit designed to mitigate risks associated with autonomous agents, such as OpenClaw and other LLM-driven entities. As agents gain more autonomy to execute code, access APIs, and manage files,...

Instrumental Monitor Evasion Emerges under Ordinary Task Pressure

A central concern in AI safety is that agents may treat oversight as an obstacle when it conflicts with completing their goals. We study instrumental evasion, the propensity of LLM agents to circumvent runtime monitoring as a means of completing ordinary tasks. We introduce EvasionBench, a...

From Specs to Apps: Verifying and Monitoring Models of Signal and WhatsApp

The Signal protocol is a prominent messaging protocol that secures communication for billions of users. It powers WhatsApp, the most widely used messaging application worldwide, and the Signal app, popular among privacy-conscious users. Extensive research in the computational and Dolev-Yao settin...

Parser Observer for Safe DNG SDK Input Validation / Runtime Monitoring

This C++ utility provides a minimal parser-observation framework for examining how the Adobe DNG SDK handles DNG file inputs while minimizing direct interaction with deeper image-processing stages...

Kubernetes Security Scanning: A DevSecOps Guide

A clean container image is not proof of a secure Kubernetes workload. New CVEs, unsafe configurations, and excessive permissions can turn an approved deployment into an active exposure. Contact Hive Pro to review your Kubernetes container security priorities. Kubernetes security scanning is the...

Extend Application Security Visibility from Code to Runtime

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From Shadow APIs to Shadow AI: How the API Threat Model Is Expanding Faster Than Most Defenses

The shadow technology problem is getting worse. Over the past few years, organizations have scaled microservices, cloud-native apps, and partner integrations faster than corporate governance models could keep up, resulting in undocumented or shadow APIs. We’re now seeing this pattern all over aga...

How Public Container Registries Have Become a Silent Risk Multiplier in a Modern Supply Chain

Key Takeaways Pulling container images from public registries is a trust decision, not a neutral operational step. The impact extends to infrastructure stability, cloud spend, and security risk. Cryptomining is the most common form of malicious abuse in public container images, driven by the ease...

Anota: Identifying Business Logic Vulnerabilities Via Annotation-Based Sanitization

Detecting business logic vulnerabilities is a critical challenge in software security. These flaws come from mistakes in an application's design or implementation and allow attackers to trigger unintended application behavior. Traditional fuzzing sanitizers for dynamic analysis excel at finding...

Scale AI Securely with Qualys TotalAI’s Streamlined Onboarding, Deeper Risk Detection, and Compliance-Ready Reporting

Executive Summary Enterprises are entering a phase where AI systems function as decision engines that shape customer interactions, operational workflows, and business outcomes. This creates a new class of risk that is behavioral, contextual, and dynamic, driven by how models interpret instruction...

MCPGuard : Automatically Detecting Vulnerabilities in MCP Servers

The Model Context Protocol MCP has emerged as a standardized interface enabling seamless integration between Large Language Models LLMs and external data sources and tools. While MCP significantly reduces development complexity and enhances agent capabilities, its openness and extensibility...

SpyChain: Multi-Vector Supply Chain Attacks on Small Satellite Systems

Small satellites are integral to scientific, commercial, and defense missions, but reliance on commercial off-the-shelf COTS hardware broadens their attack surface. Although supply chain threats are well studied in other cyber-physical domains, their feasibility and stealth in space systems remai...