Fighting AI Slop in Production Codebases: How Huntress Improved Fable 5.1’s API Recall
Three changes to the Huntress coding harnesses doubled Claude Fable 5.1’s API recall evaluation accuracy rate.
US
Výsledky hledání
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.
Two arrested in UK after Microsoft takedown of ‘Eviltokens’ AI-chatbot for cybercriminals
Available on Telegram for a $1,500 initiation fee and a recurring monthly $500 subscription, EvilTokens provided cybercriminals with artificial intelligence tools enabling them to compromise accounts, analyze breached inboxes and find the best methods for monetizing their access through fraud.
Microsoft US
Some cheap smart glasses are a security disaster
Apart from the privacy concerns around smart glasses, researchers have found that some cheap brands come with barely any security at all. ABC Australia reports that researchers from NSB Cyber and Abstract Shield tested two inexpensive pairs, costing A$60 and A$110 (around US$42 and US$78), and found more than a dozen flaws across the smart glasses themselves, their app, and an associated website. The main problem they uncovered was insecure Bluetooth pairing: If the glasses were powered on and…
US
Unmasking EvilTokens: Getting to the root of device code phishing
In this article What is device code phishing?EvilTokens platform and operationsEvilTokens phishing emailsMitigation and protection guidanceMicrosoft Defender XDR detectionsHunting queries Following its emergence in February 2026, EvilTokens quickly became one of the most widely used phishing-as-a-service (PhaaS) platforms, providing cybercriminals with AI capabilities for tailoring phishing lures and analyzing compromised inboxes to identify high-value targets. This AI-powered cybercrime…
AI Attacks Move Faster. Huntress’ Agentic SOC Keeps Up
AI hasn't changed attacker tradecraft, just the speed. See how Huntress built Athena, an agentic SOC partner, to help analysts keep pace.
Huntress US
MikroTrick: technical analysis, disclosure process, and the use of LLM agents
We describe the technical details of the MikroTrick chain, which combines the CVE-2026-67279 and CVE-2026-86060 vulnerabilities and, when chained, allowed full takeover of a device without authentication. We explain the mechanics of the attacks observed in the wild, the coordinated disclosure of both vulnerabilities, and the practical role of LLM agents in the RouterOS research.
KEV ✓ EPSS 0.06 CVE-2026-67279 CVE-2026-86060 MikroTik PL
AI is set to help cyber attackers much more than defenders, says UK official
Dave Chismon, the NCSC’s chief technology officer for architecture, said in a blog post that the imbalance in AI means cyberattacks would likely grow as automated defenses struggle to keep pace.
US
Proofpoint Breaks Down the Divide Between Data Security and AI Security with the Industry’s First Unified Agentic System
Proofpoint US
Proofpoint Stops the Attacks Traditional Defenses Miss in the AI Era
US
Meta’s Muse AI assistant has a zero-day that can turn it into a Mac backdoor
Mac security researcher Patrick Wardle says it’s trivial to turn Muse into “the ultimate backdoor.” Increasingly, AI assistants are changing from tools that simply answer questions into agents that can plan tasks, use connected services, and take actions for us. These actions might include booking appointments, filling out forms, creating documents, making purchases, or interacting with email and calendars. To do that, they need more permissions, account connections, and sensitive data. So,…
Meta US
The Closed Quorum: Inside the first reported autonomous AI C2 implant
CLOSEDQUORUM, a malware binary discovered through Cisco Talos’ CAIRN project, exhibits fully autonomous command and control (C2). While we do not have confirmation of in-the-wild deployment, artifacts from the binary were used to connect the developer to postings on criminal forums related to carding, dating back to 2025. This malware is a useful reference example of how attackers can collapse the decision space of a particular attack phase into a constrained set of choices, allowing AI models…
US
Introducing CAIRN: Frontier tracking for AI-integrated malware
A cairn is a marker left behind on a trail, a deliberately placed stack of stones that helps hikers find their way when the path is unclear. Attackers building AI-integrated malware unintentionally (and inevitably) leave behind markers of their own: prompt templates, provider endpoints, API keys, jailbreak terms, and other artifacts embedded throughout their tooling. When we consider these strings as cognitive artifacts, or vestiges left behind from AI integration, we can enable a new, metadata…
US
Researchers used Claude to hack OpenAI
We’ve heard of OpenAI’s AI agents running amok and hacking other companies. Now, a cybersecurity company has turned the tables on the ChatGPT operator by using AI to help hack OpenAI itself. The hack, which also exposed a bug affecting dozens of other major online services, was conducted as security research. OpenAI paid the researchers for reporting a flaw in its systems through its bug bounty program. Researchers at cybersecurity tools vendor Hacktron wrote up their adventures in mid…
21st September – Threat Intelligence Report
For the latest discoveries in cyber research for the week of 21st Setpember, please download our Threat Intelligence Bulletin. TOP ATTACKS AND BREACHES Japan’s Digital Agency, which operates the Government Solution Service used by multiple ministries, has confirmed a data breach after attackers exploited a vulnerability in a VPN appliance. Approximately 246,000 records were exposed, including names and contact details belonging to government officials and contractors, while financial…
KEV ✓ EPSS 0.76 CVSS 10.0 CVE-2026-76460 CVE-2026-76461 CVE-2026-77692 CVE-2026-91843 Check Point Cisco Oracle ISC veřejná správa doprava IL
The AI plot to scan and destroy books (Lock and Code S07E19)
This week on the Lock and Code podcast… If you want AI to tell you a story, it will. If you want that story to sound like one of your favorite authors, it can. And if you’re one of the authors that AI can imitate, you might be a little upset at what feels like theft. In 2024, the authors Andrea Bartz, Charles Graeber, and Kirk Wallace Johnson sued Anthropic, the creator of Claude, alleging that the company had wrongfully digested millions of copyrighted works—including some of their very own—to…
The fake sites using a cheap toolkit to sell $2,000 AI subscriptions
We found more than 100 subscription websites linked through the same toolkit and closely related developer details. Some impersonate existing products, including GPT-6 Astra, DaVinci Resolve, PixAI, and OpenCut. Another uses the name of Omegle, the chat service that shut down in 2023. Others promote unfamiliar brands with little verifiable information about who operates them. The sites we examined did not use fake password forms or push malware downloads. Instead, they used polished product…
US
Gemini’s breach of real companies exposes an AI guardrail problem
Google says one of its Gemini models accessed systems belonging to three real companies during a cybersecurity evaluation in May. The model reportedly guessed credentials in one case, while finding exposed credentials in public repositories in two others. Google says Gemini stopped once it recognized that it had reached real infrastructure and that the affected organizations were notified. Gemini was participating in an evaluation run by Irregular, a third-party AI cybersecurity testing firm.…
Introducing Aikido Altar: the model that makes sovereign security intelligence possible
Aikido Altar is a compressed, open-weight AI model built for sovereign security intelligence, powering Aikido Machine's on-prem, air-gapped pentesting. Category: Product & Company Updates
The SMB cybersecurity squeeze: AI agents at work, old attacks in overdrive
As AI opens new paths to company data while making familiar attacks faster and cheaper, SMBs need protection designed around the time and expertise available to operate it
SK
Researchers escape OpenAI Codex sandbox to run commands on host
Researchers escaped OpenAI's Codex sandbox two ways, one running commands on a developer's machine from its most locked-down mode. OpenAI has patched both. [...]
OpenAI US
BragJack attacks hijack AI browser agents through malicious extensions
BragJack, a proof-of-concept attack from Forever Security's Gal Weizman, hijacks the AI assistants in Chrome, Edge, Opera Neon, Perplexity Comet, and Claude in Chrome using one malicious extension. The Prompt Forcing technique earned over $20,000 in bounties and two CVEs. [...]
Viral AI actress' hotline face-scans every caller, watches their mood
AI actress Tilly Norwood went viral after glitching into Chinese on Piers Morgan Uncensored last night. Her "Talking Tilly" video call service face-scans every caller for an 18+ age check, senses callers' moods during calls, and shuts down permanently on September 27. We tried it and read the fine print. [...]
US
Calling viral AI actress Tilly Norwood? Agree to a face scan first
AI actress Tilly Norwood went viral after glitching into Chinese on Piers Morgan Uncensored last night. Her "Talking Tilly" video call service face-scans every caller for an 18+ age check, senses callers' moods during calls, and shuts down permanently on September 27. We tried it and read the fine print. [...]
US
· zachyceno
Microsoft Azure, Cloud and AI Services — Multiple Vulnerabilities
Classification: Severe, Solution: Official Fix, Exploit Maturity: Not Defined, CVSSv3.1: 10.0, CVEs: CVE-2026-62874, CVE-2026-68791, CVE-2026-69399, CVE-2026-70009, CVE-2026-69843, CVE-2026-69865, CVE-2026-70200, CVE-2026-83944, CVE-2026-77903, CVE-2026-78501, CVE-2026-83946, CVE-2026-85878, CVE-2026-85885, CVE-2026-85887, CVE-2026-85889, CVE-2026-85917, CVE-2026-87701, CVE-2026-55946, Summary: Microsoft has addressed multiple vulnerabilities affecting Azure, Microsoft Fabric, Azure AI Foundry,…
EPSS 0.01 CVSS 10.0 a dalších 1 CVE-2026-62874 CVE-2026-68791 CVE-2026-69399 CVE-2026-69843 CVE-2026-69865 CVE-2026-70009 CVE-2026-70200 CVE-2026-77903 CVE-2026-78501 CVE-2026-83944 CVE-2026-83946 CVE-2026-85878 CVE-2026-85885 CVE-2026-85887 CVE-2026-85889 CVE-2026-85917 CVE-2026-87701 Microsoft FI
New Android malware uses AI to steal bank logins and PINs
Researchers at Zimperium’s zLabs have analyzed an Android Trojan that uses an automated, multi-stage infection process. What’s new is that RatHat gives a live AI assistant the keys to the accessibility tree of the infected device and uses it to determine where to tap or scroll, rather than following a hardcoded script. The variable attack path makes it harder for signature- and rule-based mobile security tools to detect this Trojan. It also abuses Android Debug Bridge (ADB), a legitimate tool…
Did an AI really try to break free from human control?
Amid discussions about slowing down AI development, the Telegraph ran the headline: “OpenAI sounds alarm after bot tries to break free from human control.” That headline is slightly misleading, in my opinion. The Telegraph headline overstates what happened, although the underlying behavior is still genuinely concerning. The article reports that OpenAI has disclosed rare but troubling cases in which an unreleased model generated its own instructions that appeared to reject developer control.…
OpenAI US
CERT-SE:s veckobrev v.38
Den här veckan innehåller CERT-SE:s veckobrev bland annat information om att NCSC och AI Sweden med flera bjuder in till seminarium den 22 oktober på temat “Modern sårbarhetshantering i en AI-driven hotmiljö”. Läs mer om detta nedan.
SE
A Vault with a Heap-View: The Uncomfortable Space Between AgentCore Harness and Identity
Analysis of how default configurations in AWS AgentCore Harness allow prompt injection to exfiltrate credentials, and key steps to secure your agents. The post A Vault with a Heap-View: The Uncomfortable Space Between AgentCore Harness and Identity appeared first on Unit 42.
US
‘Nudify’ apps: What to do if someone makes a fake nude of you
Whether you’re a victim, the parent of a victim, or just concerned, here’s what you can do about fake nude images
SK
The End of Point-in-Time Compliance: Why Continuous Audit Readiness Matters to You in the AI Era
Key Takeaways Periodic audits provide a point-in-time assessment, but they cannot demonstrate whether controls remain effective between audit cycles. Qualys platform data shows 10.5 billion configuration findings across customer environments but only 1.6% represent meaningful exposure and under 1% are prioritized, business-critical findings. Verizon’s 2026 DBIR found the median time to resolve weak passwords and misconfigured permissions is about 8 months. Across 1 billion misconfiguration…
US
Top on-prem AI pentesting tools in 2026
The best on-prem AI pentesting tools of 2026 for regulated teams, compared on air-gap support, whitebox depth, and application coverage Category: DevSec Tools & Comparisons
BE
New RatHat Android malware uses AI to automate device control
A new Android malware called RatHat has been discovered, targeting users with an AI-powered subsystem that helps operators remotely navigate compromised devices. [...]
US
OpenAI details more cases of AI agents taking unauthorized actions
OpenAI has presented new examples of what they call "AI model misalignment" from the past six months, including unauthorized file uploads, following self-generated instructions, hiding mistakes, and leveraging exposed API keys. [...]
OpenAI US
Should you care about an “AI slowdown?”
Welcome to this week’s edition of the Threat Source newsletter. There’s been a lot of talk recently about slowing down the pace of AI development. And yes, there are legitimate moral, ethical, geopolitical, and safety concerns with the use of AI. It’s not clear yet whether an AI slowdown could happen, let alone whether it should (hat tip to Dr. Ian Malcolm). I admit, I’m not really qualified to opine on the impacts unrestricted AI might have on bioterrorism, the balance of international power,…
US
From guidance to action: Security fundamentals that materially reduce risk
AI has already made fundamental changes to the operating environment for cybersecurity. Cyberattackers are testing more paths, adapting their techniques, and moving across digital environments with greater speed and persistence. The weaknesses they exploit remain familiar: excessive permissions, unprotected authentication flows, unpatched systems, exposed execution paths, and gaps between controls. What has changed is how quickly these weaknesses can combine into attack paths that cross…
Microsoft US
Improving email security outcomes with real-world Microsoft Defender insights
Every benchmark tells a story. The most valuable ones tell us where to improve next. For five consecutive quarters Microsoft has published email security benchmarking reports to provide greater transparency into real-world protection outcomes. The results have shown strong Microsoft Defender performance across pre-delivery and post-delivery scenarios, while revealing where threats and defenses continue to evolve. This quarter’s benchmark examines how continuous measurement informs protection…
Microsoft US
SPOJENO PŘES CVE LiteLLM: rilevato sfruttamento in rete della CVE-2026-59822
Rilevato lo sfruttamento in rete di una vulnerabilità, identificata tramite la CVE-2026-59822, in LiteLLM di BerriAI, server proxy impiegato come gateway per l'accesso a modelli linguistici di grandi dimensioni (LLM). La vulnerabilità consente a un attaccante remoto non autenticato di eludere i meccanismi di autenticazione e accedere agli strumenti MCP senza disporre di credenziali valide.
KEV ✓ EPSS 0.01 CVE-2026-59822 BerriAI IT US
AI Threat Landscape Digest: July–August 2026
The defining development of the period came not from attackers but from the AI labs themselves, whose models broke out of controlled evaluations and reached real systems. In the wild, the criminal and state use of AI continued to mature along the lines tracked in earlier editions: models now act as attack operators, an underground market supplies the access, and AI systems have themselves become a target. The substantial distance between what the strongest models demonstrated under evaluation…
What Recent AI-Powered Attacks Mean for Your Identity Security
AI is making credential theft faster and easier to scale, giving attackers more opportunities to abuse valid identities. Specops explains why identity security must go beyond successful authentication by verifying that both the user and the device requesting access can be trusted. [...]
US
· zachyceno
CVE-2026-85887 M365 Copilot Information Disclosure Vulnerability
Incorrect permission assignment for critical resource in M365 Copilot allows an authorized attacker to disclose information over a network.
EPSS 0.01 CVE-2026-85887 US
· zachyceno
CVE-2026-85889 Azure AI Foundry Elevation of Privilege Vulnerability
Missing authentication for critical function in Azure AI Foundry allows an unauthorized attacker to elevate privileges over a network.
EPSS 0.01 CVE-2026-85889 US
· zachyceno
CVE-2026-78501 Microsoft 365 Copilot Business Chat Information Disclosure Vulnerability
Improper neutralization of special elements used in a command ('command injection') in Microsoft 365 Copilot's Business Chat allows an unauthorized attacker to disclose information over a network.
EPSS 0.01 CVE-2026-78501 Microsoft US
· zachyceno
CVE-2026-85885 Microsoft 365 Copilot Elevation of Privilege Vulnerability
Improper neutralization of special elements used in a command ('command injection') in M365 Copilot allows an authorized attacker to elevate privileges over a network.
EPSS 0.01 CVE-2026-85885 Microsoft US
· zachyceno
CVE-2026-68791 Azure Machine Learning Information Disclosure Vulnerability
Incorrect authorization in Azure Machine Learning allows an unauthorized attacker to disclose information over a network.
EPSS 0.01 CVE-2026-68791 US
· zachyceno
CVE-2026-55946 Microsoft Copilot Information Disclosure Vulnerability
Improper neutralization of special elements used in a command ('command injection') in Microsoft Copilot allows an unauthorized attacker to disclose information over a network.
EPSS 0.00 CVE-2026-55946 Microsoft US
12 celebrity deepfake websites seized by Manhattan DA
The Manhattan District Attorney’s Office has seized the domains of 12 deepfake websites in what it called the largest known seizure of celebrity deepfake sites in history. The sites, which marketed themselves as deepfake pornography platforms, hosted AI-generated videos of over 1,200 people, including those in the public eye, ranging from politicians to actors, musicians, and social justice advocates. At least one allowed users to create their own deepfakes by grafting real faces and bodies…
Ransomware incidents in Japan in the first half of 2026: Investigation of The Gentlemen’s infrastructure and evidence of Qilin's AI use
Compared with the same period last year, ransomware incidents in Japan increased slightly by approximately 4.7%, indicating that ransomware continues to pose a significant threat.In Japan, The Gentlemen was the most active ransomware group in the first half of 2026.Attackers continue to primarily target small- and medium-sized enterprises, with organizations capitalized at less than JPY 1 billion accounting for approximately 80% of the total — an increase of around 13% from the previous year…
EPSS 0.00 CVE-2025-2479 výroba a průmysl US
· zachyceno
MLflow dspy and statsmodels flavors bypass pickle deserialization control
Classification: Severe, Solution: Temporary Fix, Exploit Maturity: Not Defined, CVSSv3.1: None, CVEs: , Summary: A vulnerability in MLflow’s dspy and statsmodels model flavors allows unauthorized pickle deserialization executions despite a safety control. Specifically, the dspy flavor conditionally applies the control based on the model path’s file extension, and the statsmodels flavor does not apply the control. Exploitation of this vulnerability allows for arbitrary remote code execution…
MLflow FI
· zachyceno
Sentry Seer vulnerability allows attacker-controlled input to be executed in a privileged environment
Classification: Severe, Solution: Workaround, Exploit Maturity: Not Defined, CVSSv3.1: None, CVEs: CVE-2026-90999, Summary: A vulnerability exists in Sentry Seer when the system is configured to automatically hand issues to a coding agent for remediation. Successful exploitation results in arbitrary code execution within the coding‑agent environment and access to connected source repositories. This vulnerability is tracked as CVE-2026-90999. Successful exploitation may allow arbitrary code…
EPSS 0.01 CVE-2026-90999 Sentry FI
Top Qodo Alternatives for AI-Powered Code Assistance
The best Qodo alternatives for AI code review in 2026, compared across noise, security, and cost, so you can pick the tool that fits your team. Category: DevSec Tools & Comparisons
Qodo BE
Spain's data agency gets first report of AI-powered data breach
The Spanish Data Protection Agency (AEPD) was notified of an attack allegedly carried out with an AI agent powered by a known large language model (LLM). [...]
US
Spain reports first alleged AI-powered data theft attack
The Spanish Data Protection Agency (AEPD) was notified of an attack allegedly carried out with an AI agent powered by a known large language model (LLM). [...]
US
Securing the unpatchable in an age of AI-driven vulnerabilities
AI is accelerating vulnerability discovery, leaving unpatchable operational technology (OT) systems at risk. Hoping for the best is not a viable anti-exploitation strategy. Deploying next-generation firewalls directly upstream allows for virtual patching through deep packet inspection. These systems scan incoming traffic to detect and block exploit attempts before they can impact the vulnerable device.The predictability of legitimate network connections to OT systems can be used to protect…
US
Agents at Large | Tracing Illicit OpenAI Agent Activity on Hugging Face
Executive Summary OpenAI disclosed that agents used exposed Hugging Face credentials to write a file and deploy proxy Spaces during an unrelated May 2026 research workload, but it did not identify the accounts. SentinelLABS identified two accounts likely used in associated activity, 0Time and Nyx9. Their public histories extend OpenAI’s chronology and preserve previously unreported relay code, document-borne probes, and ChatGPT account-provisioning capability. The public records provide precise…
Cyberthreats are moving faster than SMBs: Readiness must accelerate
As AI adoption expands the attack surface and adds to the security workload, businesses need automation backed by experts
SK
AI helps scammers build convincing antivirus renewal pages
Antivirus renewal scams often begin with a message claiming that your subscription has automatically renewed. When you follow the instructions to cancel it, you are taken to a fake page designed to collect your contact details. The renewal charge never existed. Receiving a message that names the antivirus software you use does not necessarily mean the sender has access to your device or account. Scammers impersonate popular brands and send the same message to large numbers of people, knowing…
Avast US
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ZDI-26-706: (0Day) CrewAI crewAI Framework Agent Loading Unsafe Reflection Remote Code Execution Vulnerability
This vulnerability allows remote attackers to execute arbitrary code on affected installations of CrewAI crewAI. User interaction is required to exploit this vulnerability in that the target must load a malicious agent configuration from the repository. The ZDI has assigned a CVSS rating of 8.8. The following CVEs are assigned: CVE-2026-92206.
EPSS 0.00 CVSS 8.8 CVE-2026-92206 CrewAI US
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CrowdStrike Accelerates Real-Time Data Classification with On-Device AI
CrowdStrike US
Before You Patch. Why Patch Reliability Matters for Confident Deployment
Executive Summary Microsoft’s September 2026 security updates, KB5124008 and KB5124012, have been linked to USB audio failures on some Windows systems, highlighting the operational risk that can accompany security patching. Qualys TruRisk Eliminate classified both updates as Low Reliability, signaling the need for additional validation before production deployment. Patch Reliability helps IT and security teams focus on deeper testing where needed while allowing high-confidence patches to move…
Microsoft US
How to opt out of AI chatbot training
The tech journalists at 404 Media learned that OpenAI is hiring hundreds of contractors to read and review a massive stream of real users’ ChatGPT prompts and responses. “Project Lily” is reportedly a program that asks contractors to score or critique ChatGPT’s answers to improve the chatbot’s quality and behavior. The fact that prompts may sometimes be reviewed by humans should not come as a complete surprise. AI companies also monitor conversations for safety reasons. Anthropic, for example,…