The UK’s AI Security Institute evaluated GPT-5.5’s ability to find security vulnerabilities, and found that it is comparable to Claude Mythos. Note that the OpenAI model is generally available. Here is the Institute’s evaluation of Mythos. And here is an analysis of a smaller, cheaper model. It requires more scaffolding from the prompter, but it is also just as good.
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Cybersecurity researchers are calling attention to a new campaign dubbed GemStuffer that has targeted the RubyGems repository with more than 150 gems that use the registry as a data exfiltration channel rather than for malware distribution. "The packages do not appear designed for mass developer compromise," Socket said. "Many have little or no download activity, and the payloads are repetitive,
We recently published an exploit chain for the Google Pixel 9 that demonstrated it was possible to go from a zero-click context to root on Android in just two exploits. The Dolby 0-click vulnerability existed across all of Android, until it was patched in January 2026. While we had an exploit chain for the Pixel 9, we wanted to see if it was possible to write a similar exploit chain for Pixel 10. Updating the Dolby Exploit Altering our exploit for CVE-2025-54957 was fairly straightforward. The majority of needed changes involved updating offsets calculated for the specific version of the library we targeted on the Pixel 9 to similar offsets in the library for Pixel 10. The only challenge (outside of wishing we’d better documented which syncframes contained offsets) was that the Pixel 10 uses RET PAC in the place of -fstack-protector , which meant that __stack_chk_fail wasn’t available to be overwritten by code. After a bit of trial and error, we used dap_cpdp_init , initialization code that can be overwritten without causing functional problems, as it is called once when the decoder is initialized and never again. The updated Dolby UDC exploit is available here . This exploit will only work on unpatched devices (SPL December 2025 or earlier). Removal of BigWave, Addition of VPU Porting the local privilege escalation link of the chain to Pixel 10 was not feasible as the BigWave driver does not ship on this device. However, a new driver is visible in the mediacodec SELinux context at /dev/vpu. This driver is used for interacting with the Chips Media Wave677DV silicon on the Tensor G5 chip meant for accelerating video decoding. Based on the comments within the open-source C files, this driver is developed and maintained by the same set of developers who built the BigWave driver. Working in collaboration with Jann Horn, we spent 2 hours auditing this VPU driver and discovered an exceptional vulnerability. Unlike the upstream Linux driver for WAVE521C (which is an older Chips Media chip), the Pixel driver for WAVE677DV does not integrate with V4L2 (the “Video for Linux API”); instead, it directly exposes the chip’s hardware interface to userspace, including letting userspace map the chip’s MMIO register interface. The driver mainly establishes device memory mappings, does power management, and allows userspace to wait for interrupts from the chip. The Holy Grail of Kernel Vulnerabilities This bug in particular caught our attention as exceptionally simple to exploit: static int vpu_mmap ( struct file * fp , struct vm_area_struct * vm ) { unsigned long pfn ; struct vpu_core * core = container_of ( fp - f_inode - i_cdev , struct vpu_core , cdev ); vm_flags_set ( vm , VM_IO | VM_DONTEXPAND | VM_DONTDUMP ); /* This is a CSRs mapping, use pgprot_device */ vm - vm_page_prot = pgprot_device ( vm - vm_page_prot ); pfn = core - paddr PAGE_SHIFT ; return remap_pfn_range ( vm , vm - vm_start , pfn , vm - vm_end - vm - vm_start , vm - vm_page_prot ) ? - EAGAIN : 0
CVSSv3 Score: 7.8 CVE-2026-31431In the Linux kernel, the following vulnerability has been resolved: crypto: algif_aead - Revert to operating out-of-place This mostly reverts commit 72548b093ee3 except for the copying of the associated data. There is no benefit in operating in-place in algif_aead since the source and destination come from different mappings. Get rid of all the complexity added for in-place operation and just copy the AD directly. Revised on 2026-05-13 00:00:00
[This is a Guest Diary by Joshua Nikolson, an ISC Intern and part of the SANS.edu Bachelor's degree in Applied Cybersecurity (BACS) program.] Introduction One day at work, a friend messaged me, How do you check a website to see if it s legit? This friend recently received a phishing text message from a bank , and I figured he wanted to be careful and double-check. I told him to put the URL into VirusTotal but said that just because it may say it s clean, that doesn t mean it s not malicious. He sent me a screenshot of the VirusTotal page for the URL, with no detections and everything showing green. I took a moment to look at it a little more closely. The domain name was unusual, and right off the bat I could see it had been created in the last few months. As of now, it has one detection from a vendor. All domains mentioned in this blogpost will be listed in the Indicators of Compromise section at the end. Going to the site, I could immediately tell that something was off about it. It was a secondhand marketplace that seemed to sell just about everything under the sun, with tons of listings in each category and items priced too good to be true. While the site had that AI vibecoded feeling , I wanted to give my friend something more concrete other than don t trust this site . I decided to reverse image search one of the product images, a Lenovo ThinkPad battery replacement, and after some digging, I found an eBay listing with all the same product images and item descriptions. I did this for a few more of the site s listings and came to the same result. I let my friend know, and he said, Yeah, it looked too good to be true . Finding a Marketplace I found this interesting and wanted to see if I could find something similar again. Today, it is trivial to use AI to mass-deploy these scams, and I wanted to see what would happen if I tried to buy something. Let s look up what my friend was originally looking for: a Texas Instruments TI-nSpire CAS calculator. Simply searching on Google and going to the second page, something pops out to me. Why is a driving school selling a calculator? The search result link, hxxps://desidrivingschool[.]com/listing/164903741/ redirects to a marketplace where it is for sale: This domain looks suspicious on its own, and to add insult to injury, it was registered ~12 days ago on April 3rd, 2026: What's happening here? You may be asking why this Desi Driving School is showing up in the search results for this calculator? Good question. If you append /sitemap.xml to the URL, you can see tons of these listings that are meant to infiltrate the search results. This is a prime example of SEO poisoning, in which potential victims are lured through their shopping searches to these fake marketplaces. Threat actors have previously used compromised WordPress sites as command-and-control infrastructure or to stage payloads, but this is being used as a distinct attack vector. Unfortunately, this website was likely compromised, wh
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.. if unproxyable is a word that is .. I had a recent engagement where I had to look at the network traffic generated by a Windows executable. Unfortunately, it was all TLS, and all TLS1.3 to boot. So from a PCAP all I got was a whole lot of yup, that s encrypted , and since it was TLSv1.3 all I really had to work with was the IP addresses, not even server names in the server hello packets to help out. And the IP addresses involved were those 500 DNS names AWS shotgun addresses, so no help there. What I really needed was something to take specific traffic, say traffic from an executable, and redirect that to a proxy. If that proxy is then burp suite, then Bob s yer Uncle, now I can look at the traffic!! If you d rather use fiddler or some other proxy, go for it, anything will work. A few minutes of Googling, and I found Proxifier ( https://www.proxifier.com/ ) Proxifier allows you set up rules, for instance send traffic from abc.exe to proxy A , send traffic from def.exe to proxy B , or send everything else direct , or any combination. Proxies can be direct or Socks5. In my case, I was looking at a client executable, and was able to follow all the API calls and data transferred, it was EXACTLY what I needed that day. I can t show you the client output - watching the API s roll by was as cool as it gets though, and the proxy intercept in burp lets you play with individual calls if that s what you need. But I can certainly show you how this works, let s use curl as our example exe. Let's start in proxifier. First you need to set up your proxy(s). In this case I'm using Burp Suite Pro running locally, so the proxy is: Next, we ll set up the rules: The first rule says anything to my own machine, send direct . Given how much loopback cruft happens on a typical Windows box, this rule is gold (unless that s what you are looking for that is). The second rule is anything from curl.exe, send to the proxy we just defined (or whatever your executable is). You can have multiple of these rules doing different things. The final rule is everything else, send direct Now, let s run a test with curl: (and so on) On proxifier, you see the transaction happen in real time: The top pane shows the executable, target and so on. It s somewhat ephemeral, it ll show the live view, then will go grey after the transaction complets, then after a few second disappears. The bottom pane scrolls in a more log like manner. Over in Burp, you see all the business that most sites have as their lead page: Which is exactly what you need, and can't get these days from a packet capture! What else does Proxifier do? It also spits out a configurable log file, you can configure what s in the logs and where to send it: You can set similar sensitivity on the live on-screen log. All in all, this tool was a life-saver for me, I ve used it for a few years now and keep coming up with things that it can bail me out of! Got a cool use for a tool like this? Give it a try and share your ex
The U.S. House Committee on Homeland Security is calling on Instructure executives to testify about two cyberattacks by the ShinyHunters extortion group that targeted the company's Canvas platform, allowing threat actors to steal student data and disrupt schools during final exams. [...]
The Information Commissioner's Office has fined South Staffordshire Water Plc and parent company South Staffordshire Plc £963,900 ($1.3 million) over a cyberattack that exposed the personal data of 663,887 customers and employees. [...]
Signal has introduced new in-app confirmations and warning messages as additional safeguards against phishing and social engineering attempts that could lead to various forms of fraud. [...]
In the US, fired and laid-off workers often have their digital credentials deactivated before they learn about the loss of their jobs; indeed, the inability to log in to a corporate system may be the first an employee knows of the situation. Although not a generous or humane approach to staff reduction, it does follow from the simple fact that a fired employee with access to company systems is a security risk. Just ask the Akhter twin brothers, accused of wiping out 96 databases hosting US government information in the minutes after both were fired last year from their shared employer. Read full article Comments
Fortinet has released security patches for two critical vulnerabilities in FortiSandbox and FortiAuthenticator that could enable attackers to run commands or arbitrary code. [...]
Android 17, expected to roll out next month, will introduce several security and privacy features focused on device theft, threat detection, and banking scam calls. [...]
Exim has released security updates to address a severe security issue affecting certain configurations that could enable memory corruption and potential code execution. Exim is an open-source Mail Transfer Agent (MTA) designed for Unix-like systems to receive, route, and deliver email. The vulnerability, tracked as CVE-2026-45185, aka Dead.Letter, has been described as a use-after-free
As bad actors weaponize AI to exploit software vulnerabilities at unprecedented speed, companies are increasingly recognizing the need to bolster their cybersecurity defenses. The round valued the three-year-old startup at $725 million.
RubyGems, the standard package manager for the Ruby programming language, has temporarily paused account sign ups following what has been described as a "major malicious attack." "We're dealing with a major malicious attack on RubyGems right now," Maciej Mensfeld, senior product manager for software supply chain security at Mend.io, said in a post on X. "Signups are paused for the time being.
Sabeen Malik is VP, Global Government Affairs and Public Policy at Rapid7. ⠀ Security teams need a better way to connect what they detect, what they fix, and what they can prove. The pace of modern security operations no longer works in defenders’ favor. IBM’s Cost of a Data Breach Report 2025 found that the mean time to identify and contain a breach is now 241 days, even as AI and automation help defenders move faster. At the same time, Rapid7’s 2026 Global Threat Landscape Report shows how quickly attacker behavior is compressing the response window: exploited high and critical severity vulnerabilities more than doubled year over year, increasing 105% from 71 in 2024 to 146 in 2025, while the median time from publication to CISA KEV inclusion fell from 8.5 days to 5.0 days. This is not a future risk. It is today’s operational reality. It also exposes a governance problem most security programs were not built to solve. Security teams are expected to demonstrate, continuously, that controls are working, that risk is being reduced, and that security investments are delivering measurable outcomes. Point-in-time audit evidence, assembled quarterly, is structurally incompatible with an environment where the threat picture changes in minutes. The underlying issue is not a lack of effort, but a disconnect. Security data lives in one place, remediation happens in another, and evidence for auditors is assembled somewhere else. When leadership asks what changed, what was fixed, and what risk remains, teams are left stitching the story together manually producing reports that reflect where the organization was, not where it is. Cyber GRC closes that gap by bringing governance, risk management, and compliance closer to the security data and workflows teams already rely on. Why security operations and compliance need connected data For years, security operations and GRC have run in parallel. One team manages threats, exposures, and remediation. Another manages policies, controls, audits, and evidence. Both aim to reduce risk, but typically without shared context or shared data. That separation is no longer sustainable. Vulnerability exploitation rose 34% year-over-year and now accounts for 20% of all breaches, with a median of zero days between critical vulnerability publication and mass exploitation (Verizon DBIR 2025). Supply chain breaches doubled, now representing 30% of all incidents. Ransomware appeared in 44% of breaches – up 37% from the prior year. Security leaders operating in this environment face an expectation that compliance teams were not designed to meet alone: continuous proof that controls are effective against adversaries who operate at machine speed. When AI agents can autonomously chain every phase of an attack with minimal human oversight, a quarterly audit cycle is not an assurance, but a historical record. Why Cyber GRC matters now Boards are no longer satisfied with compliance status reports. They want dollarized risk scenarios and e
Sabeen Malik is VP, Global Government Affairs and Public Policy at Rapid7. ⠀ Security teams need a better way to connect what they detect, what they fix, and what they can prove. The pace of modern security operations no longer works in defenders’ favor. IBM’s Cost of a Data Breach Report 2025 found that the mean time to identify and contain a breach is now 241 days, even as AI and automation help defenders move faster. At the same time, Rapid7’s 2026 Global Threat Landscape Report shows how quickly attacker behavior is compressing the response window: exploited high and critical severity vulnerabilities more than doubled year over year, increasing 105% from 71 in 2024 to 146 in 2025, while the median time from publication to CISA KEV inclusion fell from 8.5 days to 5.0 days. This is not a future risk. It is today’s operational reality. It also exposes a governance problem most security programs were not built to solve. Security teams are expected to demonstrate, continuously, that controls are working, that risk is being reduced, and that security investments are delivering measurable outcomes. Point-in-time audit evidence, assembled quarterly, is structurally incompatible with an environment where the threat picture changes in minutes. The underlying issue is not a lack of effort, but a disconnect. Security data lives in one place, remediation happens in another, and evidence for auditors is assembled somewhere else. When leadership asks what changed, what was fixed, and what risk remains, teams are left stitching the story together manually producing reports that reflect where the organization was, not where it is. Cyber GRC closes that gap by bringing governance, risk management, and compliance closer to the security data and workflows teams already rely on. Why security operations and compliance need connected data For years, security operations and GRC have run in parallel. One team manages threats, exposures, and remediation. Another manages policies, controls, audits, and evidence. Both aim to reduce risk, but typically without shared context or shared data. That separation is no longer sustainable. Vulnerability exploitation rose 34% year-over-year and now accounts for 20% of all breaches, with a median of zero days between critical vulnerability publication and mass exploitation (Verizon DBIR 2025). Supply chain breaches doubled, now representing 30% of all incidents. Ransomware appeared in 44% of breaches – up 37% from the prior year. Security leaders operating in this environment face an expectation that compliance teams were not designed to meet alone: continuous proof that controls are effective against adversaries who operate at machine speed. When AI agents can autonomously chain every phase of an attack with minimal human oversight, a quarterly audit cycle is not an assurance, but a historical record. Why Cyber GRC matters now Boards are no longer satisfied with compliance status reports. They want dollarized risk scenarios and e
Cybersecurity researchers have flagged a new version of the TrickMo Android banking trojan that uses The Open Network (TON) for command-and-control (C2). The new variant, observed by ThreatFabric between January and February 2026, has been observed actively targeting banking and cryptocurrency wallet users in France, Italy, and Austria. "TrickMo relies on a runtime-loaded APK (dex.module),
p a href="https://github.com/cisagov/CSAF/blob/develop/csaf_files/OT/white/2026/icsa-26-132-05.json" strong View CSAF /strong /a /p h2 Summary /h2 p strong ABB became aware of vulnerability in the products versions listed as affected in the advisory. An update is available that resolves publicly reported vulnerability. An attacker who successfully exploited these vulnerabilities could cause a crash, denial-of-service (DoS), or potentially remote code execution. /strong /p p The following versions of ABB AC500 V3 Stack Buffer Overflow in Cryptographic Message Syntax are affected: /p ul li AC500 V3 PM5xxx 3.9.0, 3.9.0_HF1 /li /ul div class="csaf-table" table class="tablesaw tablesaw-stack" data-tablesaw-mode="stack" data-tablesaw-minimap thead tr th role="columnheader" data-tablesaw-priority="persist" CVSS /th th role="columnheader" Vendor /th th role="columnheader" Equipment /th th role="columnheader" Vulnerabilities /th /tr /thead tbody tr td v3 9.8 /td td ABB /td td ABB AC500 V3 Stack Buffer Overflow in Cryptographic Message Syntax /td td Out-of-bounds Write /td /tr /tbody /table /div h3 Background /h3 ul li strong Critical Infrastructure Sectors: /strong Chemical, Critical Manufacturing, Energy, Water and Wastewater /li li strong Countries/Areas Deployed: /strong Worldwide /li li strong Company Headquarters Location: /strong Switzerland /li /ul hr h2 Vulnerabilities /h2 div class="csaf-accordion" p a class="csaf-accordion-toggle-all" href="#" Expand All + /a /p div class="csaf-accordion-item" h3 a class="csaf-accordion-toggle" href="#" CVE-2025-15467 /a /h3 div class="csaf-accordion-content" p When parsing CMS (Auth)EnvelopedData structures that use AEAD ciphers such as AES-GCM, the IV (Initialization Vector) encoded in the ASN.1 parameters is copied into a fixed-size stack buffer without verifying that its length fits the destination. An attacker can supply a crafted CMS message with an oversized IV, causing a stack-based out-of-bounds write before any authentication or tag verification occurs. Because the overflow occurs prior to authentication, no valid key material is required to trigger it. While exploitability to remote code execution depends on platform and toolchain mitigations, the stack-based write primitive represents a severe risk. /p p a href="https://www.cve.org/CVERecord?id=CVE-2025-15467" View CVE Details /a /p hr h4 Affected Products /h4 h5 ABB AC500 V3 Stack Buffer Overflow in Cryptographic Message Syntax /h5 div class="ics-vendor-version-status" div class="ics-vendor" strong Vendor: /strong br ABB /div div class="ics-version" strong Product Version: /strong br ABB AC500 V3 PM5xxx Firmware Version 3.9.0 /div div class="ics-status" strong Product Status: /strong br fixed, known_affected /div /div div class="ics-remediations" h6 Remediations /h6 p strong Vendor fix /strong br The problem is corrected in the following product version: - AC500 V3 firmware version 3.9.0 HF1 ABB recommends that customers apply the update at earliest