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Hvězdička u CVE znamená, že jsem to číslo vytáhl z širšího textu článku.
Neukazuju u něj proto KEV, EPSS ani CVSS, a to preventivně, protože článek se na něj mohl
jen odkazovat, třeba jako na starší kauzu.
In an industrial network, malicious activity can be hard to tell apart from normal data exchange between devices. Malicious actors routinely rely on legitimate tools and the Living-off-the-Land technique, so a single network connection may show no known signs of an attack: the device uses a familiar protocol and transmits ordinary data. An anomaly can hide in subtle details: the data source, the time of access, or the volume of transferred data may be atypical for a particular device. However,…
Recently, our team exposed sophisticated scam kits designed to steal sensitive data and trick consumers. But underground marketplaces are not just for malware and stolen passwords. They also offer services designed to manipulate your opinion of the products and services you buy every day. In our latest research, we examined cybercrime forums where sellers advertise illicit “reputation management” services. For the right price, these underground operators offer to flood a product with glowing,…
Today, we’re proud to share thatMicrosoft has been named a Leader in the 2026 IDC MarketScape for Worldwide Modern Endpoint Security for Enterprises (Doc #US54123526, September 2026). The IDC Marketscape calls out three strengths that we believe matter most in endpoint security today: Autonomous attack disruption and predictive shielding contain ransomware and identity attacks in minutes, at a meaningful scale. Agentic AI through Security Copilot is now generally available, with measured gains…
SIEM isn't dead. Its bloated pricing model is. Discover why legacy pricing models need to go, how AI fits in, and how to build a smarter, cost-effective security logging strategy.
PHP2Shell shows how quickly attackers can exploit critical vulnerabilities, often before organizations have time to patch. Token Security explains why limiting the access of service accounts, API keys, and AI agents is just as important as fixing vulnerabilities to reduce the damage from a breach. [...]
This week, Axios reported that major US banks were detecting third-party AI agents operating inside customer accounts. In many cases, customers have given the agents their usernames and passwords so they could act on their behalf. This kind of access can violate a bank’s rules. Bianco Research president Jim Bianco raised the question during Unchained’s Bits + Bips livestream on October 26: “Are you protecting me, or are you protecting your own profits?” Bianco described traditional finance’s…
On October 27, Google issued a new Stable channel update for Chrome. Most users are on Chrome’s Stable channel. The desktop update brings Chrome to versions 156.0.8078.73/.74 for Windows and Mac and 156.0.8078.73 for Linux. The update includes 52 security fixes, including four rated Critical. On the same day, Mozilla issued Security Advisory 2026-118, which fixes 167 vulnerabilities. Firefox 159 also introduces several new features. Both updates will roll out over the coming days and weeks. How…
Aikido launches external network pentesting: AI agents attack your internet-facing systems from the outside and report only findings they actually exploit. Category: Company Updates
A reverse engineer claims that their Samsung smart TV has been collecting audio without their consent. The researcher, who calls themselves “log4j,” said in an X thread that their 2025 Samsung TV was delivering ads that seemed suspiciously relevant to them. Investigating, they claim to have found a package called “always on voice,” which uses the TV’s built-in microphone to collect sounds from the room. The software logged events such as dogs barking and babies crying, log4j said, adding that…
Introduction AI agents and associated tooling are becoming increasingly common in corporate infrastructure. Agents can perform a range of actions with the user’s privileges, such as accessing data, running commands, and interacting with external services. This creates new security risks, especially when these tools are used without the security team’s oversight or well-designed policies. Detecting, tracking, and controlling AI agents is becoming one of the most pressing tasks for security teams…
Aikido Security's AI pentesting fits into the stack you already run. You can add AI pentesting on top to catch the complex logic flaws deterministic tools miss. Category: Guides & Best Practices
AI agents can be manipulated through malicious emails, websites, and plugins into executing commands, stealing data, or deleting files using their legitimate permissions. Gen Digital explains how its Agent Trust Hub helps protect agents through skill verification, secure connectivity, and runtime controls that intercept dangerous act [...]
The warnings are everywhere these days. Don’t click this. Don’t open that. Don’t scan this. Don’t download that. These messages of caution, however well-intended, are so ubiquitous and constant that it should come as no surprise that some people have started to tune them out. How many people? About one in three, according to our recent study. Keeping up with every warning can feel exhausting. Meanwhile, scammers are finding new ways to target people and phones give them plenty of opportunities.…
Attackers can steal credentials and begin exfiltrating data within minutes, often before security teams can respond. Exaforce examines real-world attacks involving stolen GitHub tokens, malicious AI installers, and MFA phishing, explaining why faster detection and automated containment are critical. [...]
AI security tools that can only detect threats in English offer limited protection. Here’s how Tenable trained our threat detectors to process nine additional languages and understand thousands more, without the need for a translation model, which increases costs and slows down processing. Key takeaways Tenable One AI Exposure’s detectors, covering AI threats, harmful content, and other policy risks, were originally English-centric. To assess threats written in other languages, our product…
Compare 10 email security platforms for phishing, BEC and automated response, plus workforce protection across training, devices and AI use. Category: DevSec Tools & Comparisons
Compare nine KnowBe4 alternatives for awareness training, phishing simulations, AI governance and workforce protection, plus practical migration advice. Category: DevSec Tools & Comparisons
Compare eight security awareness training platforms for role-based learning, AI threats, phishing simulations and protection across your workforce. Category: DevSec Tools & Comparisons
Compare eight Mimecast alternatives for email security, AI governance, employee training and archiving, with practical advice for planning your switch. Category: DevSec Tools & Comparisons
Aikido launches Noon, a workforce security business. AI governance, device and email protection, and training against AI-powered phishing and deepfakes. Category: Company Updates
Discover how to secure AI agents in your cloud environment with Tenable One Cloud Exposure. We explore Microsoft Entra Agent ID and provide essential best practices for robust agentic AI identity security. Key takeaways Understand your current maturity level and then build an appropriate action plan to secure your agent identities. Use your cloud providers’ native tools or Tenable One Cloud Exposure to locate and catalog every AI agent operating in your environment. Do not assign human…
Agents are rapidly becoming part of how work gets done. They can support a range of activities from writing code and researching products to analyzing revenue, processing expenses, and acting across the systems that run the business. To be most useful, they often need access to company data, applications, tools, and other agents. That access is what makes agents more capable. With that capability can come insider risk. This does not mean agents are inherently malicious. It means they are…
Drata and Aikido bring AI pentesting into your compliance workflow. Get verified findings, auditor-ready reports, and up to $4,000 in free pentest credits. Category: Compliance
AI pentesting lets security teams test more often without raising the budget. Learn how upfront pricing and forecasts keep costs predictable. Category: News
We compare the top Horizon3 alternatives for AI pentesting in 2026: Aikido Security, Pentera, RidgeBot, XBOW, Hadrian, RunSybil, and Terra Category: DevSec Tools & Comparisons
Last month, Volexity published two blog posts in its Mind the (Patch) Gap series. The series details Volexity’s discovery of multiple Chinese threat actors simultaneously using zero-day exploits in Google Chrome and Microsoft Windows in campaigns that, if successful, would download and run malware on an exploited system. Those posts covered technical details of the exploits and malware Volexity observed, along with general detection methods for each case. Behind those findings was one of the…
The Verge reports that Eiliko, a small AI robot companion made by Energize Lab, has serious security flaws that expose private conversations and let an attacker remotely change what the toy says. According to The Verge, researcher Sammy Azdoufal could access 13 million conversations and what appeared to be the entire active worldwide fleet of 68,000 robots. The publication reports that the US is the largest market, with more than 31,000 profiles belonging to children there. Azdoufal found…
Employees using personal ChatGPT accounts at work can expose sensitive company data, even when their organization provides an approved Enterprise workspace. NordLayer explains how IT teams can investigate unauthorized AI use and block sensitive information before it reaches personal accounts. [...]
AI can help you send more job applications. But when you lose track of where you’ve applied, a fake recruiter’s message can start to look like the reply you’ve been waiting for. Job hunting can feel like shouting into the void. You send applications, rewrite cover letters, and wait for replies that may never arrive. Then a message lands on your phone: someone wants to talk about a job. But was it one of the jobs you applied for? It is hard to keep track when you’ve sent out a lot of them. Two…
OpenAI is facing separate legal challenges over how ChatGPT interacts with children. The Guardian reports that eight US states accuse the company of misleading parents about the chatbot’s safety and exposing vulnerable users to dangerous conversations. Separately, CNET reports that a mother suing on behalf of her two children alleges that OpenAI collected and used children’s sensitive personal information without valid parental consent. The cases raise serious questions about what happens when…
I believe the cybersecurity industry may be approaching AI security the wrong way. AI agents are becoming more powerful every day. Systems like ChatGPT, Claude, and Grok can write and execute code, use command shells, browse the web, call APIs, interact with MCP servers, and access enterprise data. Yet much of the industry is taking these extraordinarily powerful, general-purpose agents and trying to make them safe by building cages around them. We add containers, policy layers, monitoring,…
AI pentesting can uncover vulnerabilities missed by human testers, but it also has limitations in consistency, risk assessment, and understanding business context. Intruder compares the strengths and weaknesses of both approaches and explains where AI agents can improve security testing. [...]
Photos you take with your phone and some digital cameras can contain hidden information, including where they were taken. You can strip that data out before sharing a photo with someone, which would help to protect your location. But the image itself may still give you away. A company called Graylark says its Raven AI tool can match an indoor photo to a specific property using visual clues alone. No GPS data or view out of the window required. We’ve seen this company before. Its tool, GeoSpy,…
Your streaming box might not look like much of a computer. But connect enough inexpensive devices together, and they can run an AI model. Researchers at Anthropic demonstrated this by running a Google Gemma model across 15 off-brand Android TV boxes. They warn that small models could soon spread across vulnerable internet-of-things (IoT) devices, including smart ovens and TV boxes, stating: “Our experiments suggest that small AI models may be months away from being capable enough to self…
AI-powered penetration testing can uncover complex attack paths, but safety restrictions and network limitations leave many assets and vulnerabilities untested. Picus Security explains how combining agentic pentesting with exposure validation and breach simulation can help close these gaps. [...]
TruConfidence: The AI-Powered Remediation Intelligence & Orchestration engine powering TruRisk Eliminate 2.0 delivers autonomous remediation at scale with proof at every step. Executive Summary Vulnerabilities are now discovered faster than enterprises can remediate them. Patch automation has been around for years, but vulnerability backlogs are still growing. Automation isn’t the bottleneck. Confidence is: without evidence of how a change will behave, Security and IT teams hold back, and the…
Traditional attack surface management helps organizations discover exposed assets, but visibility alone is not enough to address threats. Criminal IP introduces AITEM, an AI-powered approach that connects exposure discovery with investigation, risk prioritization, and response. [...]
AI agents can use valid credentials to perform actions beyond their assigned permissions, creating risks that traditional access controls may not prevent. Token Security explains how organizations can enforce agent-specific policies without sacrificing autonomy. [...]
Community-built AI agents, skills, and MCP servers are landing in SOC workflows fast. Here’s what the Exchange Inspector tests before a listing earns its vetted tag on the CyberAgents Exchange. Three tools have already passed. Key takeaways Every Inspector-vetted listing clears three gates: an automated check, a frontier model assessment, and human verification. Tenable uses Tenable One AI Exposure to screen for prompt injection and exposed secrets, and OpenAI GPT Cyber models to assess the…
If you thought that having companies trawling your social media, browsing history, and TV habits for behavioral clues was bad, sit tight. Meta is just getting started. Its Muse personal AI agent is taking surveillance to the next level. TIME magazine analyzed the software’s internal instructions and found that it maintains constantly updated dossiers on users and the people they know. Meta released Muse last month, positioning it as a digital assistant that can handle different parts of your…
For the last several months, we’ve been busy talking to security teams and building answers to the AI-accelerated challenges that you’ve told us you’re facing. Among these are the overwhelming volume and velocity of alerts, exacerbated by attackers equipped with AI. The Hugging Face incident demonstrated another core challenge in the security operations center (SOC). Even if all of the signals are detected, that’s not enough, unless something connects them as part of a single attack. Combined,…
In this article Shift 1. From frontier capability to scale Shift 2. From token consumption to reasoning economics Shift 3. Validation and remediation as a continuous learning loop Transferring security research to help open source projects Open-source vulnerability reporting snapshot Measured costs of automated validation FORGE OSS Bug Hunt Party: Human coordination at scale (Hackathon) Akrites: Coordinated effort to remediate vulnerabilities What’s next for FORGE Lab? The mission of Microsoft…
Most of what has been written about AI and vulnerability management focuses on speed: how much faster frontier AI models can scan code, find weaknesses, design patches, and build exploits than any human team. That part is true, and it matters to how we remediate vulnerabilities. The more challenging question is what happens after the scan? Frontier AI models are about to hand every security team a far larger set of findings than they have ever had to work through. The real test for chief…
As organizations deploy autonomous AI agents, security teams face a significant shift as non-human non-human entities making decisions, invoking tools, and delegating tasks to other agents without human intervention. Security architectures built around human users, static APIs, and distinct endpoints break down when AI agents dynamically collaborate across an environment. As these interactions become more common, securing agent-to-agent communication without blocking adoption will require…
Aikido has achieved FedRAMP Moderate authorization, bringing AI-native, automated vulnerability remediation to U.S. federal agencies. Category: Company Updates
Companies like Google and Microsoft are find much bigger numbers of vulnerabilities in their own products as a result of AI. But the same technology is leading to public reporting programs becoming overwhelmed by the mass submission of speculative, duplicated, or hallucinated findings. Now, Google’s announced it has temporarily stopped accepting submissions to its open source bug bounty program, OSS VRP. “Why is this happening? This pause is due to a significant rise in automated submissions,…
Automated license plate readers (ALPRs) are cameras that photograph passing vehicles, read their number plates, and typically log the time, location, and vehicle details. On their own, the images might be used to find a stolen car or locate a suspect. But lately there have been a lot of concerns raised about the way they are used. The main worry is caused by what happens when many cameras feed data into a shared, searchable network: it can create a detailed record of where ordinary people…
Using an AI chatbot, assistant, or browser to speed up your work is tempting, but doing it without your employer’s knowledge can put sensitive data at risk. You’re swamped, so you paste a long email thread into a free chatbot and ask for a summary. It works, it saves an hour, and nobody notices. But the thread may contain customer details or confidential plans you’ve just shared with an outside service. If your employer hasn’t approved that tool or how you’re using it, that’s shadow AI. The…
As AI takes on more of the enrichment, correlation, and initial assessment inside the SOC, roles, skills, and KPIs still require deliberate redesign. Security leaders need to decide where automation is dependable, where human judgment should remain decisive, and how teams should be measured when alert handling is no longer the center of the operating model The Gartner® report, The Roles Required for the AI-Enabled Security Operations Center (SOC), examines the roles and capabilities Gartner…
In this article Why you should attend Microsoft IgniteMake the most of your time at Microsoft Ignite Explore the Security sessions at Microsoft Ignite 2026 Build your schedule In the agentic era, the stakes are higher: AI agents now act with real access to your identities, your data, and your cloud, so every adoption decision is a trust decision. That is why security is a through line at Microsoft Ignite 2026, from a Security Pre-Day before the event opens to a security segment in the keynote,…