Autonomous Runtime Security: Turning Runtime Intelligence into Agentic Response

TL;DR Security teams have spent years and billions of dollars shifting security left. This has changed what teams can see and introduced a new level of visibility, but it has not helped with what they can control. Last year, more than 48,000 new vulnerabilities were cataloged, growing at roughly 20 percent annually. Add to that …

TL;DR Anthropic recently launched Claude Code Security. Using its most advanced model, Claude Opus 4.6, the tool found over 500 high-severity vulnerabilities in production open-source codebases. These are bugs with security implications that had survived decades of expert review, continuous fuzzing, and multiple layers of automated scanning. The cybersecurity market reacted badly: roughly $15 billion …

A newly disclosed vulnerability in React Server Components (RSC) dubbed as CVE-2025-55182, and also known as React2Shell, has introduced a severe remote code execution (RCE) vector impacting applications built with React 19 and frameworks that rely heavily on RSC, most notably Next.js.

Every attack leaves a trail, but in containerized environments, that trail can vanish before you even realize you have been attacked. Containers are short-lived, and attackers exploit this by executing malware in memory, loading hidden payloads, or deploying rootkits, then silently modifying or deleting evidence to cover their tracks. By the time security teams are …

It started with a single LLM API call buried in a product prototype. By the time the team noticed, that call had turned into a full-blown feature. Customers were using it, business logic was being shaped by it, and the security team had not even seen it. That is the pattern we are seeing across …

Aqua Nautilus researchers have discovered a new attack campaign targeting interactive computing environments such as Jupyter Notebooks. The attack consists of multiple stages, beginning with the download of a compressed file from a remote server. Once executed, the attacker deploys several malicious tools to exploit the server and establish persistence. This campaign poses a significant …

Aqua Nautilus researchers identified a new Linux malware targeting Weblogic servers. The main payload calls itself Hadooken which we think is referring to the attack “surge fist” in the Street Fighter series. When Hadooken is executed, it drops a Tsunami malware and deploys a cryptominer. In this blog, we explain the malware, its components, and …

Aqua Nautilus researchers discovered a new variant of Gafgyt botnet. This campaign is targeting machines with weak SSH passwords, executing 2 binaries from memory to increase the Gafgyt botnet and mine crypto currency with GPU power, indicating that the IoT botnet is targeting more robust servers running on cloud native environments. In this blog we …

Aqua named a leader and an outperformer in GigaOm Container Security Radar  Containerization has revolutionized application development and deployment, providing enterprises with enhanced speed, agility, and consistency across different computing environments. However, this transformation introduces complexities, particularly regarding security. With the increasing adoption of containerized applications, there’s a growing demand for specialized security solutions tailored …

We are excited to announce the latest addition to our portfolio, our eBPF-based Aqua Lightning Enforcer. It’s designed for busy security professionals to detect zero-day attacks and sophisticated threats that occur in runtime. It utilizes eBPF technology, making it more effective, safer, and faster. The new Lightning Enforcer and our Runtime Protection solution is an …

Aqua Tracee is an open source runtime security and forensics tool for Linux. It can help you detect suspicious behavior at runtime using an extensive data collection engine and a sophisticated rules engine. You can further read about the development of Tracee in our blog The Story of Tracee: The Path to Runtime Security Tool.

Two years ago, the NSA (the United States’ National Security Agency) revealed that Drovorub, an advanced Russian malware created by the GRU 85th GTsSS team, had been discovered targeting Linux systems. Drovorub works by introducing advanced techniques which can manipulate the Linux operation system. It has an advanced kernel rootkit that hooks several kernel functions. In …