Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Let’s catch up on the more interesting vulnerability disclosures and cyber security news gathered from articles across the web this week. This is what we have been reading about on our coffee break! Ooooo this is going to get messy.

Data poisoning is a type of cyberattack where malicious actors deliberately manipulate or corrupt datasets meant for training machine learning models, especially large language models (LLMs). Tampering parts of a raw data set with an incorrect, often duplicitous one can negatively impact the result in various ways. Fundamentally, it aims to alter how AI models learn information so that the output is flawed.

Let’s talk about Malware vs spyware. They might sound similar, but they pose different kinds of threats, and both can seriously compromise your privacy and security. Both have a long history of causing chaos for businesses and individuals, but with the right knowledge, knowing how to spot malware vs spyware will increase your chances of preventing these kinds of cyberattacks before they ruin your device or compromise your data.

Microsoft just made history. But not the kind you’re used to. For nearly four decades, the Blue Screen of Death (BSOD) haunted Windows users. One minute you’re sipping coffee. Next, your screen goes blue with a sad emoji and cryptic codes. However, Microsoft has now officially pulled the plug on this iconic crash screen.

For a AI software company like Riscosity, which helps organizations secure and govern data flows to third parties, compliance is not just a regulatory requirement—it is central to the value proposition. Recognizing this, Riscosity has launched a dedicated Trust Center at trust.riscosity.com, powered by industry leader Vanta, to streamline how it communicates its compliance posture with current and prospective customers.

Legacy SOAR solutions emerged in an era of traditional, static on-premises networks with fewer sophisticated threats. But today’s cybersecurity landscape is dramatically different — attack surfaces rapidly evolve, threats are multifaceted, and cybersecurity talent is increasingly scarce. As organizations struggle with sprawling security stacks and burned-out SOC teams, legacy SOAR solutions reveal their significant limitations.

Kubernetes regulated industries—such as finance, government, and healthcare—operate under strict data protection and compliance mandates. While Kubernetes enables agility and scalability, its dynamic and ephemeral nature makes safeguarding data more complex.

In today’s cloud-first world, security teams need real-time, actionable visibility into user activity and threats across the web, cloud, and private apps. The newly announced Netskope Log Streaming delivers just that. Netskope’s Log Streaming solution delivers significant value by providing real-time access to all Netskope-generated security logs directly into customers’ preferred cloud storage and last mile security information and event management (SIEM) tools.

The frontlines of cybersecurity have long included the financial services sector, but today’s battlefield is increasingly asymmetric. Threat actors aren’t just going after the big-name banks with sprawling infrastructure and billion-dollar balance sheets. They’re targeting credit unions, wealth management firms, fintech startups, and insurance providers with the same determination and ferocity. What do these entities have that cybercriminals want? Plenty.

High-performance blockchains are quickly becoming critical infrastructure for institutions and fintechs building the next generation of payment rails, DeFi, and low-latency applications. As demand grows for faster and more scalable environments (with full EVM compatibility), new entrants are building innovative solutions tailored to institutional needs. This is what Monad aims to deliver: a next-gen blockchain designed for high throughput, low latency, and seamless developer experience.