Last year, Kubernetes fixed a command injection vulnerability in the Kubernetes NodeLogQuery feature (%%cve:2024-9042%%) [1]. To exploit the vulnerability, several conditions had to be met: The vulnerable node had to run Windows The attacker had to have permissions to read logs The NogeLogQuery feature had to be enabled (at least at the time, it was […]
React2Shell continues to witness heavy exploitation, with threat actors leveraging the maximum-severity security flaw in React Server Components (RSC) to deliver cryptocurrency miners and an array of previously undocumented malware families, according to new findings from Huntress. This includes a Linux backdoor called PeerBlight, a reverse proxy tunnel named CowTunnel, and a Go-based Read More
A new twist on the social engineering tactic is making waves, combining SEO poisoning and legitimate AI domains to install malware on victims’ computers. Read More
Recent supply-chain breaches show how attackers exploit development tools, compromised credentials, and malicious NPM packages to infiltrate manufacturing and production environments. Acronis explains why secure software development life cycle (SSDLC) practices are now critical for evaluating partners and protecting systems. […] Read More
A new phishing kit called Spiderman is being used to target customers of dozens of European banks and cryptocurrency holders with pixel-perfect cloned sites impersonating brands and organizations. […] Read More
A new AMOS infostealer campaign is abusing Google search ads to lure users into Grok and ChatGPT conversations that appear to offer “helpful” instructions but ultimately lead to installing the AMOS info-stealing malware on macOS. […] Read More
Implement automated smoke testing using Amazon Nova Act headless modeArtificial Intelligence This post shows how to implement automated smoke testing using Amazon Nova Act headless mode in CI/CD pipelines. We use SauceDemo, a sample ecommerce application, as our target for demonstration. We demonstrate setting up Amazon Nova Act for headless browser automation in CI/CD environments and creating smoke tests that validate key user workflows. We then show how to implement parallel execution to maximize testing efficiency, configure GitLab CI/CD for automatic test execution on every deployment, and apply best practices for maintainable and scalable test automation.
This post shows how to implement automated smoke testing using Amazon Nova Act headless mode in CI/CD pipelines. We use SauceDemo, a sample ecommerce application, as our target for demonstration. We demonstrate setting up Amazon Nova Act for headless browser automation in CI/CD environments and creating smoke tests that validate key user workflows. We then show how to implement parallel execution to maximize testing efficiency, configure GitLab CI/CD for automatic test execution on every deployment, and apply best practices for maintainable and scalable test automation. Read More
The Machine Learning “Advent Calendar” Day 10: DBSCAN in ExcelTowards Data Science DBSCAN shows how far we can go with a very simple idea: count how many neighbors live close to each point.
It finds clusters and marks anomalies without any probabilistic model, and it works beautifully in Excel.
But because it relies on one fixed radius, HDBSCAN is needed to make the method robust on real data.
The post The Machine Learning “Advent Calendar” Day 10: DBSCAN in Excel appeared first on Towards Data Science.
DBSCAN shows how far we can go with a very simple idea: count how many neighbors live close to each point.
It finds clusters and marks anomalies without any probabilistic model, and it works beautifully in Excel.
But because it relies on one fixed radius, HDBSCAN is needed to make the method robust on real data.
The post The Machine Learning “Advent Calendar” Day 10: DBSCAN in Excel appeared first on Towards Data Science. Read More
How to Maximize Agentic Memory for Continual LearningTowards Data Science Learn how to become an effective engineer with continual learning LLMs
The post How to Maximize Agentic Memory for Continual Learning appeared first on Towards Data Science.
Learn how to become an effective engineer with continual learning LLMs
The post How to Maximize Agentic Memory for Continual Learning appeared first on Towards Data Science. Read More
Finding Meaningful Work in the Age of Vibe CodingKDnuggets Vibe coding has devalued coding. Is there any meaningful work still left for us?
Vibe coding has devalued coding. Is there any meaningful work still left for us? Read More