SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsThree security issues affecting Anthropic's Claude AI tools and features have been reported in the last week, none of which the company has addressed at the time of this writing. Claude Dispatch is a tool allowing users to send instructions to Claude Desktop via phone or browser. On November 4, Gal Weizman with Forever Security published research revealing that any browser extension that can control Claude Dispatch could cause Claude Desktop to run code on the local machine, or "even a different machine signed into the same Claude account." Weizman describes a possible scenario in which "an employee signs into their personal Claude account on a work laptop. A malicious extension on their home browser now runs code on your corporate endpoint," effectively escalating privileges and allowing cross-machine remote code execution (RCE). Anthropic acknowledged the issue as valid when Weizman reported it in May 2026, confirming that it was already known internally, but did not take further action. Weizman notes that while Anthropic aimed to retire Dispatch by the end of October 2026, the underlying design principle causing this issue — an authenticated web session allowed to control a local agent — is still present elsewhere, such as in Claude Code Remote Control and Claude Cowork. Agentic coding tool Claude Code leaked over 2,500 secrets in nearly 2,000 public GitHub repositories due to how the program stores a user's configuration preferences, according to researchers at Apiiro. Claude Code will prompt a user to approve an automated shell command, including a "Yes, and don't ask again" option; if this is selected, a local settings .json file stores not only the response but also the command in question and any sensitive information it contains. Apiiro found database passwords, cloud keys, API tokens, SSH root logins, and other secrets exposed. The researchers give instructions for developers and security teams to address exposure and impact, and mentions responses from Boris Cherny, Head of Claude Code, expressing interest in prototyping fixes. Official Claude skills for handling Microsoft Office document formats can be abused "to execute malicious code on a user's Linux machine by exploiting an unverified file path used during document conversion," according to Air Security. When Unix sockets are blocked for any reason, a helper script loads a shim library from a fixed path in order to run LibreOffice; an attacker can substitute a malicious file at that location to make the skill run code on Linux systems. Air Security reported the vulnerability to Anthropic, who deemed it "outside [Anthropic's] security boundary, since the vulnerable code only runs inside a sandbox."

What jumps out at me across these three findings is how seemingly innocent convenience features can introduce unexpected security weaknesses. A browser session that can instruct a desktop agent, a "don't ask again" setting that saves commands containing secrets, and helper scripts that trust predictable file paths all create opportunities for attackers. Now consider how these weaknesses might be chained together with others. As we build increasingly complex systems, the spiderweb of potential attack paths grows enormously, with vulnerabilities and trust relationships connecting in ways their developers never anticipated. AI is becoming particularly adept at exploring these combinations and discovering paths through them. That's a powerful capability for defenders, but also a concerning opportunity for attackers. We need to evaluate AI agents and their surrounding infrastructure as complete systems, tracing the paths from untrusted inputs through permissions, tools, and privileged actions. The security of the individual components is only part of the picture.

I can see multiple reactions to this one — from "physician, heal thyself," thinking of how we're using AI to find and resolve vulnerabilities, to a question (given how much we've embedded/incorporated AI) of how we keep responding and securing it when issues are found. We all should have an inventory of our agents, tracking which accounts they use and what they can access. Then restrict the access to only that which is necessary. Sure, things work better with full admin and access, but we've all seen that movie before. Give some thought to how these are authorized, and perhaps to automation in general. Make sure you're monitoring agent behavior to ensure they are doing what is intended. Once you have all this in place, you're going to have to set up a review cycle. Scope creep happens; rather than labelling that good or bad, just stay on top of it, and use as an indication that something changed and something cool is afoot.

I am a bit saddened to see this. Frankly, I believe, as do some others, that frontier AI labs like Anthropic, Google, and OpenAI are closest to being able to essentially "fixing all security bugs" in their code. This situation casts serious doubt on that for me. Still, I remain optimistic that in the longer run, AI will produce code largely free of traditional software vulnerabilities. Yes, this is a contentious take, and these specific vulnerabilities make it very hard to believe this or, at least, make me redefine what "in the long run" actually means.

This shows that AI tools are being released with significant gaps in security controls and obviously insufficient testing before release. This gets exponentially more dangerous when insecure AI tools are used to create more AI tools.
Anthropic's point holds some weight. The attack vector relies on a malicious browser extension, which is a risk well documented in OWASP's browser extension security vulnerabilities cheat sheet. However, granting an AI agent local command execution requires rigorous defensive controls. By failing to insulate the system against browser-level threats, Anthropic ultimately misses the mark on secure-by-design principles.

It should be clear to all by now, these products are not "secure by design" nor "safe out of the box." Even their authors do not know how to use them safely. The lesson for the rest of us is that they should be used sparingly and cautiously.
Forever Security
The Register
The Hacker News
Apiiro
Ars Technica
Air Security
Dark Reading
Blockchain data and analytics company Chainalysis has disclosed that it experienced a cybersecurity incident. On Friday, October 30, 2026, the company emailed affected customers, informing them that in October 2026, "Chainalysis detected an external actor using offensive agentic techniques to gain unauthorized access to Chainalysis systems and internal tools." Compromised information includes "non-sensitive customer data, such as user IDs, full names, email addresses, and organization role labels for users provisioned on [the Chainalysis] platform." In a Monday, November 2 update, Chainalysis said it had "proactively taken certain products offline, including Reactor and Data Solutions, and [is] working alongside ... third-party cybersecurity experts to complete additional security assessments before restoring service." Subsequent updates on November 4 revealed that the incident included "an 'on-path attack' [that] exposed a subset of customer passwords" and that affected individuals were notified by email. Anomalous activity led Chainalysis to "[take] KYT (the user interface and API) offline alongside other address screening products and the login page." As of Saturday, November 7, Chainalysis has restored access to Reactor, KYT (UI and API), and Address Screening.

Another nail in the reusable credentials coffin. AI is helping attackers in many ways, the net effect of which is reusable credentials being successfully harvested. Traditionally the push-back on MFA was one of inconvenience; I'm not so sure that dog will hunt anymore. Cleanup, rotating credentials, and other recovery activities are far more intrusive than modern phishing resistant MFA. Carefully challenge pushback on MFA, and make sure that current reality — versus hearsay or past history — is considered. Never assume the C-Suite is in opposition; I'm finding they are more often ready to lead the charge as they have considerable skin in the game when it comes to the company and its stability/viability.

This is a good reminder about the importance of API security, both in internal apps and as part of supply chain security.

We often focus on data being leaked or destroyed. A more dangerous and subtle effect of a compromise is the manipulation of data. Chainalysis offers cryptocurrency intelligence, which is particularly susceptible to these types of attacks.
Certificate Authority DigiCert has posted an incident report on Bugzilla regarding "unauthorized access to an internal business system which is used to archive information provided by customers." In February 2025, DigiCert moved an "internal business system … from a VPN-restricted network segment to a different availability zone." The Register writes that "the archive used the same account management platform as DigiCert's customer-facing products, including a self-registration feature that was never supposed to be available on the internal system. This allowed outsiders to create accounts without multifactor authentication, and thanks to a separate permissions flaw, allowed use of the accounts to browse archived customer records." DigiCert became aware of the issue in June 2026 and fixed the problem the following month. In October 2026, "DigiCert confirmed unauthorized access to a subset of archived data." The compromised information includes names, email addresses, phone numbers, addresses associated with business customers; in some cases, documents used as identity verification, including driver's licenses, passports, and utility bills, were also compromised. The incident did not affect any certificates, nor were any "certificates were issued, modified, or revoked as a result of this incident."

This is another fascinating example of how multiple security weaknesses can combine to create a serious vulnerability. An internal system was moved from a VPN-restricted environment to an externally accessible one. That exposed a self-registration feature inherited from software used elsewhere, and a separate authorization flaw allowed newly created accounts to access archived customer information. Each weakness contributed to the problem, but chaining them together created the path to sensitive data. We've seen attackers combine vulnerabilities for decades, but the growing complexity of our systems creates an enormous number of potential combinations. And AI can help identify these chains far more systematically than traditional manual analysis. For defenders, this means evaluating security across the entire environment, particularly when migrating systems or changing their configurations. Test whether combinations of weaknesses allow access that no individual control was intended to permit. Importantly, DigiCert reports that the system was exposed for approximately 16 months, but confirmed unauthorized data access occurred during a much shorter period, from June 27 through July 2, 2026.

As you move access controls, perhaps you've decided to implement Zero Trust, or otherwise retire your VPN — it's imperative to test the access is still restricted. Zero Trust isn't just about ‘no more VPN,’ it's about device and user authentication/validation, where the device security/configuration is also a part of successful access. No handwaving; really make sure they’ve got this. See if your red team is up for some AI assisted testing, where you’re going to leverage as many scenarios as possible to make sure that you’re dialed in.

Certificate authorities and registrars should be subject to more stringent security requirements. Seeing CAs making basic security mistakes two news cycles in a row is not confidence-inspiring.

Change control processes should require security review for anything being brought into a zone — this is a good example of why.
The Register
The Record
SecurityWeek
Gov Infosecurity
Mozilla
On Monday, November 9, Apple released out-of-cycle security updates that address vulnerabilities across iOS and iPadOS 27.2.1, 26.7.3, and 18.7.12; macOS Golden Gate 27.2.1, Tahoe 26.7.2, and Sequoia 15.8.3; watchOS 27.2.1 and 26.6.1; and visionOS 27.2.1. Five of the flaws affect components in all nine OS versions: One high-severity flaw in Bluetooth allows an attacker to corrupt process memory (CVE-2026-113970); two medium-severity flaws in CoreUtils would allow an attacker to establish Bluetooth pairing without user interaction (CVE-2026-113964 and CVE-2026-113965); one medium-severity flaw in AirPlay allows an attacker in Bluetooth range to bypass the rate limit on pairing code attempts (CVE-2026-113968); and one flaw in rapportd allows an attacker on the same network to bypass the rate limit on AirPlay pairing code attempts (CVE-2026-113969, CVSS score not yet assigned). Two flaws in Messages are addressed in the updates for iOS and iPad OS 26 & 27, for all three updated macOS versions, and for watchOS 27: One high-severity flaw allows a remote attacker to join an iMessage group chat and receive its messages (CVE-2026-113961), and another flaw allows a user added to an iMessage group to access messages that were sent before the user joined (CVE-2026-113960, CVSS score not yet assigned). One medium-severity flaw in App Intents affects version 27 of iOS, iPadOS, watchOS, and visionOS, allowing an app to access sensitive user data (CVE-2026-113963). The last flaw is low-severity and affects MediaRemote in iOS and iPadOS 18, allowing an attacker with physical access to pair a device with an AirPlay receiver from the lock screen (CVE-2026-113971). The recent critical buffer overflow vulnerability in the brotli compression library (CVE-2026-111497, described in NB 28.80) was also addressed in the updates for iOS, iPadOS 26 & 27, all three updated macOS versions, and watchOS and visionOS 27.

Apple backported the fix to iOS 18. I take notice when Apple releases fixes to more than two versions. You really need to get to version 27.2.1 of their OSes and push folks who are holding onto devices which cannot run the current version. The best plan often involves setting an upgrade date for old hardware. Run through all your Apple devices and make sure everything is up to date, don't assume the fixes went out automatically.
A critical authentication bypass vulnerability in OpenSSH allows attackers to access privileged accounts on musl-based Linux systems. The vulnerability (CVE-2026-123158, CVSS score 8.1), which was disclosed on Thursday, November 5, lets "an oversized password authenticate to accounts configured to reject password logins." Successful exploitation requires certain conditions on the targeted system: According to NIST's NVD listing, "sshd in OpenSSH before 10.6p2 on Linux, when musl libc is used without PAM, lacks a workaround for a password authentication bypass (related to misinterpretation of whether a string is intended to be a password hash). For some configurations of accounts, any password between 256 and 1024 characters succeeds." Researchers at watchTowr, GreyNoise, Previdian, and other firms are now reporting that the flaw is being actively exploited; researchers at GreyNoise write that CVE-2026-123158 "is trivial to exploit and working exploits are publicly available."

I’ve worked with Linux for decades, and this one really caught my attention! On affected systems, an account deliberately configured to reject password logins can actually be accessed using an absurdly long password. Yikes! The flaw arises from subtle interactions among OpenSSH, musl libc, and Linux authentication conventions. It’s a fascinating reminder that even well-established, carefully scrutinized software can have surprising weaknesses where components interact. Check your musl-based Linux systems, especially embedded devices, and apply the appropriate OpenSSH updates. Don’t forget to restart sshd! And remember, the specific configuration matters. Not every Linux system is vulnerable.

Things were fine prior to the introduction of the SHA512 support, passwordless accounts (with a ‘*’ in the password field) of /etc/shadow would never match, but the must crypt() SHA256/SHA512 routine returned an “*” on passwords over 256 characters - which matches the stored ‘*’ - and lets users into these accounts. I was watching a thread on this, and was really glad to see the notification that HD was merging the updated code which addressed the flaw. The simple fix is to apply version 10.6p2 of OpenSSH and restart services. If you're using musl Linux without PAM, you need to apply the patch, like yesterday, the mitigation is to disable password authentication or disable SSH, both of which could be problematic. Don’t forget to search for “Accepted password for” entries in your logs, regardless of Linux flavor - you’re looking for logins to your passwordless accounts which shouldn’t be there.

In my testing, I found it exceedingly difficult to configure a Linux system to be vulnerable to SSHOLE. If we see any hacking of this, it will likely be in systems that were preconfigured in a vulnerable state, like Alpine's preconfigured Docker images. Similar to PHP2Shell, this is a vulnerability likely to have two phases: After initial disclosure, exploitation is difficult and vulnerable systems have yet to be identified. The second stage could come weeks later or even years later, after exploits have been improved, or large classes of vulnerable systems have been identified. The biggest challenge for defenders in both of these cases is inventorying all vulnerable systems. Software and hardware asset management is more important than ever, given how often 'drop-everything-and-patch-now' vulnerabilities are being disclosed. Put in the work, so that answering the question, "are we affected?" is just a query away.
Ars Technica
Help Net Security
SecurityWeek
BleepingComputer
The Hacker News
GreyNoise
X
Previdian
NIST
Microsoft's Azure Linux version 3.0.20261105 was released on November 6, 2026, including about 470 security fixes that address 272 unique CVEs. This includes hardening of certificate trust, specifically mentioning measures that follow from the removal and distrust of "root certificates that could validate compromised eMudhra intermediate certificates," which had been issued with trivially weak private keys (described in NB 28.79). Intermediate-certificate rejection was added to Python and Go, SSL.com TLS trust was preserved where needed, and Microsoft trusted root certificates were refreshed. 28 of the flaws mentioned are critical, and an upgrade to Ruby to 3.3.13 addresses the four most severe, which are remote code execution vulnerabilities in GitLab CE/EE, two carrying CVSS score 10.0 (CVE-2026-97229 and CVE-2026-110264, both described in previous issues of NewsBites) and two carrying CVSS score 9.9 (CVE-2026-89078 and CVE-2026-93577). The next most severe is a CVSS 9.8 flaw in libcurl allowing an attacker to send a request over another user's previously authenticated connection due to improper reuse of an HTTP connection setup for a given hostname using Negotiate authentication (CVE-2026-19931).

Don’t pass go; update Azure Linux. If your team is saying they don't have it, but you have Azure cloud services, you probably do have Azure Linux, aka CBL-Mariner. Given the updates to Azure Linux listed, you may want to see if any of your other distributions have similar updates queued up that you should pull the trigger on. Don't overlook that there are also Docker updates here, which means you need to do some container maintenance too. Make sure you also push out updates to Ruby and libcurl.

The eMudhra certificate issues keep hurting systems. So much of our network trust ultimately depends on certificate trust. eMudhra focused on issuing personal certificates, but because it was part of the trust store, these certificates could still be used for other purposes. Maybe we need more focused trust stores for applications outside of browsers and WebPKI.
Rolling out 470 security fixes in a routine version update speaks volumes. It's a strong indicator that Microsoft is leveraging AI-driven vulnerability research to scrub its codebase. Because several critical flaws hit the 9.8–10.0 range, immediate patching is non-negotiable as adversaries have likely already reverse-engineered the patches and weaponized the exploits.
On Friday, November 6, Japan rolled out a set of emergency cybersecurity measures in response to recent cyberattacks targeting Japanese organizations. "The package is built around four pillars: ensuring the thorough implementation of basic cyberdefense measures through the use of artificial intelligence; strengthening information gathering and sharing as well as investigative and analytical capabilities; strategically responding to cyberattacks; and enhancing support for victims and measures to prevent further damage." The government will establish teams to help implement the measures: A "top gun" team will work against hackers, implement AI to find vulnerabilities, and work with foreign companies and AI developers to keep vulnerability intelligence up to date; a "rescue team" will comprise public and private-sector experts to help organizations manage their initial responses to cyber incidents; and a third team will advise companies on cybersecurity practices. The government also indicated its intent to "strengthen ... its own capability to carry out an Active Cyber Defense (ACD)." Japan has an ACD framework in place, and one element of that framework "allows the police and the Self-Defense Forces to infiltrate computers used by attackers and disable their ability to carry out cyberattacks." The GMO Internet Group Inc., which was recently the victim of a ransomware attack, made a public request for the government to help address the rising tide of cyberattacks, noting that "We believe that this is an extremely important opportunity to ensure that the Proactive Cyber Defense Act, which was just enacted on October 1st, functions as a living, breathing system that protects the property of the people."

There is nothing like a crisis to test legislation, in this case Japan's new Proactive Cyber Defense Act. The Japanese are banking on both AI and public-private partnerships to help them implement an active cyber defense. It's going to be interesting to see how that plays out: Will they really be able to disable attackers’ computers, and what will the response be? I am fairly certain attackers will not just walk away. In the meantime, recently attacked entities such as GMO Internet Co. are recovering, apologizing to customers, and promising to make them whole. Keep an eye on what Japan does here; it may be something worth emulating.
It's an ambitious plan by the government; let's hope it scales. Success will hinge on whether it produces practical mechanisms to automate essential cyber hygiene.
Asahi
Japan Times
Mainichi
Japan Times
Kumagi
Following a series of attacks against industrial cooling systems over the past several weeks, the US Cybersecurity and Infrastructure Security Agency (CISA), Federal Bureau of Investigation (FBI), Department of Health and Human Services (HHS), Department of Agriculture (USDA), and Department of Transportation (DoT) have jointly issued a fact sheet urging organizations in the Healthcare and Public Health, Chemical, Food and Agriculture, and Transportation Systems Sectors to harden industrial refrigeration and cold chain monitoring systems. The fact sheet described the vectors through which threat actors have exploited the vulnerabilities, including authentication bypass, arbitrary code injection, and weak configurations, and the damage those attacks have the potential to cause, including loss of inventory, shortened service life of the systems, and loss of visibility into current system temperatures. Operators are urged to remove these systems from the public internet and take other steps to strengthen their cybersecurity. Attacks with details in common have targeted refrigeration and freezer systems at supermarkets in multiple European countries, several sites that store blood and plasma in France, and refrigeration and freezer systems at commissaries and grocery stores on US military bases.

It’s pretty significant that five federal agencies joined in warning about the cybersecurity of industrial refrigeration systems. These attacks exposed a common dependency across several critical infrastructure sectors that previously received little cybersecurity attention. We've known for years how to protect industrial controllers from unauthorized remote access, so the challenge now is getting those protections implemented across thousands of facilities operated and maintained by different organizations and service providers. I would like to see the federal government and industry move beyond issuing warnings and develop a coordinated approach to identifying vulnerable systems, helping operators secure them, and verifying that the physical processes they support remain safe.

If you have modern refrigeration systems, use this guidance to ensure they are secure. We can debate whether the attacks leveraged default credentials, leveraged a flaw, or simply caused an Internet exposed PLC to fail, but the reality is that there are a number of things you want to do for defense in depth. This three-page alert pulls it all together: the risks, mitigations, and references. Use it to build your plan and make sure that you’ve got this, soup to nuts. I am pretty sure I heard someone say we don't have any modern refrigeration systems; OK, how about any other OT systems? This guidance works for them as well.

Refrigeration is the tip of the tip of the iceberg here, and this kind of reactive approach to securing these systems is proven time and time again to be ineffective. Everyone's knee-jerk reaction is to ask, "Do these things really need to be on the Internet?" There's absolutely no reason why industrial refrigeration units can't be both secure and remotely monitored. The problems are twofold: 1) Economic incentives don't exist — buyers purchase these units regardless of how secure they are and buyers are unqualified to judge how secure these systems are, both before purchase and after installing them. 2) Most industrial manufacturers specialize in building reliable, large scale equipment — they are not traditionally software security experts. However, I'd argue that three decades into stuffing computers into industrial equipment, security basics should have made it into this equipment by now, no matter how long its lifespan in the field might be.

Nothing in this fact sheet is new, and these are all things you should already be doing. But having this official fact sheet may help justify the resources required to implement these measures.
News of the first industrial refrigeration cyberattack broke around October 12, 2026, quickly making headlines across the world. With today’s release of this USG fact sheet, the threat intelligence loop is finally closed. Hopefully CISOs in affected sectors started mitigating that risk 25 days ago.
Gov Infosecurity
Help Net Security
HIPAA Journal
MeriTalk
WIRED
Dark Reading
CISA
A ransomware attack has disrupted the systems and services of the Queens Public Library (QPL) in New York City. QPL warned of the disruption via social media and directly to patrons starting on Wednesday, November 4, and while all 66 library locations have remained open through the disruption, the QPL website, mobile app, public computers and printing at some locations, digital media services, and certain virtual and in-person programs have been impacted. Services that have already been restored include the public computers at Central Library, Far Rockaway, Flushing, Glen Oaks, Hunters Point, Jackson Heights, and Kew Gardens Hills, the check-out and return machines, and free Wi-Fi access at all locations. Books can still be borrowed and returned, but renewals are unavailable. QPL encourages patrons to check on the status of services via social media and by local branch, and offers a customer service phone line. QPL CEO Dennis Walcott stated to news sources that the library is working with the New York Police Department and the FBI, and that investigation is ongoing; the official notice cautions patrons that full restoration will take some time.

There’s something genuinely encouraging about all 66 branches of the Queens Public Library remaining open despite a serious ransomware incident. Public libraries provide so much more than books. They're places where people learn, access technology, connect with their communities, and sometimes simply find a welcoming place to spend time. Although important digital services have been disrupted, library personnel have kept many essential services running while their technical colleagues work through recovery. That's worth recognizing! For security and operational leaders, this is a reminder to build continuity plans around the services people actually depend upon, not merely the computer systems that deliver them. Kudos to the Queens Public Library team for keeping their community mission front and center during a difficult incident. I hope their recovery goes smoothly!

Back in the days when our data center had no power backup, we had a walkthrough after the first outage to make sure we had workarounds and manual processes defined to minimize the impact. Use this one as a reminder to make sure you have some plans if the internet "juice" goes out or has to be turned off.

The third anniversary of the British Library's ransomware incident was a few weeks ago and it still hasn't fully recovered. The British Library self-published a report on its incident so other organizations could learn from its mistakes. Other libraries would do well to read this report and learn from it.

QPL is one of the biggest public libraries in the country. We’re talking 66 branches, 2.3 million customers, 5 million books in 50 languages. Interestingly although renewals were impacted, they eliminated late fees in 2021, so there is no financial impact for late returns. Currently nobody is taking credit for the attack yet, but even so, the library is keeping both their status page and social media updated, as well as staffing an information line you can call

The lesson for the rest of us is that we should have a plan in place for business continuity in the event of a breach.
Queens Library
The Record
Gothamist
The Register
In documents submitted to the Indiana State Attorney General's Office, Frontline Education, a provider of administration software purpose-built for K-12 schools, disclosed that an August breach of its system affected personal information of more than three million individuals. The intruders gained access to Frontline's system through a vulnerability in a third-party software product. The compromised data include name, Social Security number, date of birth, driver’s license number, passport and other government ID number, health insurance information, and student IDs of school district employees and students at school districts that use Frontline Central and School Health Management products. Frontline has notified affected districts and has begun notifying affected individuals. York University in Toronto has disclosed a data security breach that resulted in the theft of information submitted through online forms on multiple university websites between 2007 and 2026. Compromised data include academic history, citizenship/origin, date of birth, diet and allergy information, disability/accommodation status, email address, Family/third-party contact, Employment history, financial status, gender/sex, health information, images/photos, Indigenous status, Legal/criminal background, Phone number, Race/ethnicity, sexual orientation, street address, and York identification number. The university is notifying affected individuals. On Monday, November 9, Vanderbilt University in Nashville, Tennessee, disclosed an active "cybersecurity incident affecting university devices, systems and cloud-based services." The university has asked "all members of the university community to shut down university devices, disconnect from university WiFi, and remain extremely vigilant." As of 7:15 pm US Central Time, Vanderbilt says that while campus Wi-Fi is once again available, most university systems and applications are still restricted. Classes have continued uninterrupted. Attackers have stolen passwords for all individuals registered with Technical University of Munich's (TUM) myTUM portal. The breach was disclosed on Friday, November 6. A compromised admin account was subsequently used to attack TUMonline, TUM's central campus management system. TUM notes that users who had activated multifactor authentication (MFA) on their accounts were unaffected by the incident. As of Monday, November 9, TUMonline is operational; users are required to change their passwords and set up MFA.

The ransomware gang BYOD seems to be popping up in the context of university breaches of late. Regardless, if you're a university student, be prepared to switch to non-university networks when needed — like, say, a cellular hotspot — and be religious about implementing the MFA option where available. That is one of those things where if you can postpone it, it's really tempting to do so, particularly in the heat of enrollment/registration or the press of completing assignments at the end of the term. If you're providing account enrollment services, look closely at requiring MFA at account creation rather than allowing it to be delayed.

Schools are hard to secure. In the late 90s, Richard Clarke asserted that three fourths of the attack traffic was proxied by higher ed. At that time, there was almost exclusive reliance on passwords. That said, in the 1990s schools made huge strides. The examples set by USC, Georgia Tech, and the University of Georgia were widely adopted. EDUCOM provided leadership. However, there are approximately 4,000 colleges and universities in the US alone; there will be outliers at both ends of the distribution.

This is just the latest in a series of third-party software incidents affecting software used by schools. PowerSchool and Instructure's incidents were considerably worse, but schools need to start holding third parties entrusted with student data to higher standards.
SecurityWeek
Frontline Education
BleepingComputer
YorkU
The Record
Vanderbilt
The Register
TUM
Iris Ohyama is an online shopping site based in Sendai City, Japan. It has been taken offline following a breach that may have compromised information of as many as 7.7 million individuals. In an October 29 statement, the company writes that it "discovered a suspicious file in an external cloud service it uses on October 28, 2026," and confirms that it had detected unauthorized access to the e-commerce site. An additional report from the company on November 5 discloses that the company "determined that some personal information may have been leaked." The compromised data include name, address, phone number, gender, email address, date of birth, and password. The incident has been reported to police and to the Personal Information Protection Commission. Customers are being advised to change their passwords and be vigilant for attempts to use the compromised information to conduct phishing attacks.

While I make a big deal about MFA, you need to be prepared to respond when a service which still uses a reusable credential alerts you to change your password. Make sure that you not only verify that request — login portal impersonation is still a thing — but also generate a suitable passphrase and update your password manager readily. It's really easy to set something like this aside until you have everything "organized," and that day can be a long time in coming. Make sure that your other family members are prepared as well, and help them to get there and understand why this matters.

An e-commerce site should not store passwords in the clear, should not rely on passwords, and should not store all this PII in the clear.
The Register
SecurityWeek
BleepingComputer
Iris Ohyama
Iris Ohyama
SANS Internet Storm Center StormCast Tuesday, November 10, 2026
SAP NetWeaver Webshells (CVE-2025-31324); N-able N-central Offline; Chrome XML 0-Day (CVE-2026-125350); Outlook DMARC Required
https://isc.sans.edu/podcastdetail/10172
Today's episode covers attackers hunting SAP NetWeaver webshells from CVE-2025-31324, N-able taking N-central offline after dozens of unpatched flaws, a Chrome XML use-after-free zero-day, and Outlook rejecting mail without DMARC.
Attackers Searching for SAP NetWeaver Webshells
ISC honeypots are seeing probes for ant.jsp and related paths tied to SAP NetWeaver CVE-2025-31324, a CVSS 10 unauthenticated file-upload flaw attackers still use to plant webshells even after recent patches. Watch /irj/servlet_jsp/irj/root/ and other upload endpoints for leftover shells.
https://isc.sans.edu/diary/33502
N-able N-central Critical Security Incident
N-able took Hosted N-central offline after public disclosure of roughly 30+ critical vulnerabilities with no patches yet, and advises on-premises customers to take servers offline if not isolated; no exploitation observed so far, with remediation said to be on track.
https://labs.beazley.security/advisories/BSL-A1242
Google Chrome Zero-Day Patch (CVE-2026-125350)
Chrome stable updates fix nine vulnerabilities, including CVE-2026-125350, a use-after-free in the XML parser that Google says is already exploited in the wild. Update promptly; the advisory does not confirm a sandbox escape.
https://chromereleases.googleblog.com/2026/11/stable-channel-update-for-desktop_018223192.html
Strict Outlook DMARC Policies
Outlook is rejecting mail with 550 errors when the sending domain lacks a DMARC record, even if SPF and DKIM pass. Publish at least a DMARC record (for example p=none) alongside SPF and DKIM.
SANS Internet Storm Center StormCast Monday, November 9, 2026
sshole Scans (CVE-2026-123158); SonicWall SonicOS MFA Bypass (CVE-2026-19868); Entra Device Registration (CVE-2026-109469); Claude Code Secrets Leak
https://isc.sans.edu/podcastdetail/10170
In today's episode, ISC honeypots seeing sshole (CVE-2026-123158) exploitation attempts; SonicWall patches seven SonicOS flaws including an already-exploited SSL VPN MFA bypass; Microsoft cloud-fixed an Entra Device Registration elevation-of-privilege bug; Apiiro found Claude Code saving secrets into .claude/settings.local[.]json on GitHub.
Scans for sshole Vulnerability (CVE-2026-123158)
ISC honeypots are seeing long letter-A passwords that look like sshole exploitation, with clear attempts starting November 5th after earlier long passwords that were mostly buggy brute-force scripts dumping shell commands into the password field. Honeypots only keep the first 255 characters of each password, which limits what can be measured.
https://isc.sans.edu/diary/33498
SonicWall SonicOS Multiple Vulnerabilities (SNWLID-2026-0014)
On Friday SonicWall released patches for seven SonicOS vulnerabilities; one already-exploited flaw lets attackers bypass multi-factor authentication for SSL VPN logins when an alternate authentication method without MFA is also defined. Patch promptly—press and CISA associate the exploited issue with CVE-2026-19868.
https://psirt.global.sonicwall.com/vuln-detail/SNWLID-2026-0014
Entra Device Registration Elevation of Privilege (CVE-2026-109469)
Microsoft patched an authorization bypass in Entra Device Registration over the weekend that could let an unauthorized attacker elevate privileges. No customer action is required: it is a Microsoft-hosted cloud service, and Microsoft says there was no exploitation at the time of the fix and rates future exploitation less likely.
https://msrc.microsoft.com/update-guide/vulnerability/CVE-2026-109469
Claude Code Leaking Secrets on GitHub
Apiiro reports that Anthropic's Claude Code can store credentials in .claude/settings.local.json when you tell it not to ask again about an API or command, and that on the order of a thousand-plus of those credential files have shown up on GitHub. ISC web honeypots also saw new requests for the .claude directory this weekend; rotate exposed secrets and watch for Anthropic updates.
https://apiiro.com/blog/coding-agents-leaking-secrets-github-dont-ask-again
https://thehackernews.com/2026/11/claude-codes-dont-ask-again-file.html
SANS Difference Makers Vote
https://www.sans.org/go/difference-makers-awards-2026
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