Software Security

New York is contemplating a bill that adds surveillance to 3D printers:

New York’s 2026­2027 executive budget bill (S.9005 / A.10005) includes language that should alarm every maker, educator, and small manufacturer in the state. Buried in Part C is a provision requiring all 3D printers sold or delivered in New York to include “blocking technology.” This is defined as software or firmware that scans every print file through a “firearms blueprint detection algorithm” and refuses to print anything it flags as a potential firearm or firearm component...

In the world of cybersecurity, vulnerability management is frequently a collaborative effort between vendors, software maintainers, and customers. It's a continuous journey of discovery, prioritization, and remediation that we embark on together. Each challenge that we face provides valuable opportunities to refine our strategies and strengthen our collective security posture.Based on our work with customers, we've identified a few common areas where we can all “level up” our vulnerability management game. Let's explore these patterns and recommendations.Beyond the base score: The art of s

For the past week, the massive “Internet of Things” (IoT) botnet known as Kimwolf has been disrupting The Invisible Internet Project (I2P), a decentralized, encrypted communications network designed to anonymize and secure online communications. I2P users started reporting disruptions in the network around the same time the Kimwolf botmasters began relying on it to evade takedown attempts against the botnet’s control servers.

Kimwolf is a botnet that surfaced in late 2025 and quickly infected millions of systems, turning poorly secured IoT devices like TV streaming boxes, digital picture frames and routers into relays for malicious traffic and abnormally large distributed denial-of-service (DDoS) attacks.

I2P is a decentralized, privacy-focused network that allows people to communicate and share information anonymously.

“It works by routing data through multiple encrypted layers across volunteer-operated nodes, hiding both the sender’s and receiver’s locations,” the I2P website explains. “The result is a secure, censorship-resistant network designed for private websites, messaging, and data sharing.”

On February 3, I2P users began complaining on the organization’s GitHub page about tens of thousands of routers suddenly overwhelming the network, preventing existing users from communicating with legitimate nodes. Users reported a rapidly increasing number of new routers joining the network that were unable to transmit data, and that the mass influx of new systems had overwhelmed the network to the point where users could no longer connect.

I2P users complaining about service disruptions from a rapidly increasing number of routers suddenly swamping the network.

When one I2P user asked whether the network was under attack, another user replied, “Looks like it. My physical router freezes when the number of connections exceeds 60,000.”

A graph shared by I2P developers showing a marked drop in successful connections on the I2P network around the time the Kimwolf botnet started trying to use the network for fallback communications.

The same day that I2P users began noticing the outages, the individuals in control of Kimwolf posted to their Discord channel that they had accidentally disrupted I2P after attempting to join 700,000 Kimwolf-infected bots as nodes on the network.

The Kimwolf botmaster openly discusses what they are doing with the botnet in a Discord channel with my name on it.

Although Kimwolf is known as a potent weapon for launching DDoS attacks, the outages caused this week by some portion of the botnet attempting to join I2P are what’s known as a “Sybil attack,” a threat in peer-to-peer networks where a single entity can disrupt the system by creating, controlling, and operating a large number of fake, pseudonymous identities.

Indeed, the number of Kimwolf-infected routers that tried to join I2P this past week was many times the network’s normal size. I2P’s Wikipedia page says the network consists of roughly 55,000 computers distributed throughout the world, with each participant acting as both a router (to relay traffic) and a client.

However, Lance James, founder of the New York City based cybersecurity consultancy Unit 221B and the original founder of I2P, told KrebsOnSecurity the entire I2P network now consists of between 15,000 and 20,000 devices on any given day.

An I2P user posted this graph on Feb. 10, showing tens of thousands of routers — mostly from the United States — suddenly attempting to join the network.

Benjamin Brundage is founder of Synthient, a startup that tracks proxy services and was the first to document Kimwolf’s unique spreading techniques. Brundage said the Kimwolf operator(s) have been trying to build a command and control network that can’t easily be taken down by security companies and network operators that are working together to combat the spread of the botnet.

Brundage said the people in control of Kimwolf have been experimenting with using I2P and a similar anonymity network — Tor — as a backup command and control network, although there have been no reports of widespread disruptions in the Tor network recently.

“I don’t think their goal is to take I2P down,” he said. “It’s more they’re looking for an alternative to keep the botnet stable in the face of takedown attempts.”

The Kimwolf botnet created challenges for Cloudflare late last year when it began instructing millions of infected devices to use Cloudflare’s domain name system (DNS) settings, causing control domains associated with Kimwolf to repeatedly usurp Amazon, Apple, Google and Microsoft in Cloudflare’s public ranking of the most frequently requested websites.

James said the I2P network is still operating at about half of its normal capacity, and that a new release is rolling out which should bring some stability improvements over the next week for users.

Meanwhile, Brundage said the good news is Kimwolf’s overlords appear to have quite recently alienated some of their more competent developers and operators, leading to a rookie mistake this past week that caused the botnet’s overall numbers to drop by more than 600,000 infected systems.

“It seems like they’re just testing stuff, like running experiments in production,” he said. “But the botnet’s numbers are dropping significantly now, and they don’t seem to know what they’re doing.”

I just noticed that the ebook version of Rewriring Democracy is on sale for $5 on Amazon, Apple Books, Barnes & Noble, Books A Million, Google Play, Kobo, and presumably everywhere else in the US. I have no idea how long this will last.

Also, Amazon has a coupon that brings the hardcover price down to $20. You’ll see the discount at checkout.

Interesting research: “CHAI: Command Hijacking Against Embodied AI.”

Abstract: Embodied Artificial Intelligence (AI) promises to handle edge cases in robotic vehicle systems where data is scarce by using common-sense reasoning grounded in perception and action to generalize beyond training distributions and adapt to novel real-world situations. These capabilities, however, also create new security risks. In this paper, we introduce CHAI (Command Hijacking against embodied AI), a new class of prompt-based attacks that exploit the multimodal language interpretation abilities of Large Visual-Language Models (LVLMs). CHAI embeds deceptive natural language instructions, such as misleading signs, in visual input, systematically searches the token space, builds a dictionary of prompts, and guides an attacker model to generate Visual Attack Prompts. We evaluate CHAI on four LVLM agents; drone emergency landing, autonomous driving, and aerial object tracking, and on a real robotic vehicle. Our experiments show that CHAI consistently outperforms state-of-the-art attacks. By exploiting the semantic and multimodal reasoning strengths of next-generation embodied AI systems, CHAI underscores the urgent need for defenses that extend beyond traditional adversarial robustness...

Microsoft today released updates to fix more than 50 security holes in its Windows operating systems and other software, including patches for a whopping six “zero-day” vulnerabilities that attackers are already exploiting in the wild.

Zero-day #1 this month is CVE-2026-21510, a security feature bypass vulnerability in Windows Shell wherein a single click on a malicious link can quietly bypass Windows protections and run attacker-controlled content without warning or consent dialogs. CVE-2026-21510 affects all currently supported versions of Windows.

The zero-day flaw CVE-2026-21513 is a security bypass bug targeting MSHTML, the proprietary engine of the default Web browser in Windows. CVE-2026-21514 is a related security feature bypass in Microsoft Word.

The zero-day CVE-2026-21533 allows local attackers to elevate their user privileges to “SYSTEM” level access in Windows Remote Desktop Services. CVE-2026-21519 is a zero-day elevation of privilege flaw in the Desktop Window Manager (DWM), a key component of Windows that organizes windows on a user’s screen. Microsoft fixed a different zero-day in DWM just last month.

The sixth zero-day is CVE-2026-21525, a potentially disruptive denial-of-service vulnerability in the Windows Remote Access Connection Manager, the service responsible for maintaining VPN connections to corporate networks.

Chris Goettl at Ivanti reminds us Microsoft has issued several out-of-band security updates since January’s Patch Tuesday. On January 17, Microsoft pushed a fix that resolved a credential prompt failure when attempting remote desktop or remote application connections. On January 26, Microsoft patched a zero-day security feature bypass vulnerability (CVE-2026-21509) in Microsoft Office.

Kev Breen at Immersive notes that this month’s Patch Tuesday includes several fixes for remote code execution vulnerabilities affecting GitHub Copilot and multiple integrated development environments (IDEs), including VS Code, Visual Studio, and JetBrains products. The relevant CVEs are CVE-2026-21516, CVE-2026-21523, and CVE-2026-21256.

Breen said the AI vulnerabilities Microsoft patched this month stem from a command injection flaw that can be triggered through prompt injection, or tricking the AI agent into doing something it shouldn’t — like executing malicious code or commands.

“Developers are high-value targets for threat actors, as they often have access to sensitive data such as API keys and secrets that function as keys to critical infrastructure, including privileged AWS or Azure API keys,” Breen said. “When organizations enable developers and automation pipelines to use LLMs and agentic AI, a malicious prompt can have significant impact. This does not mean organizations should stop using AI. It does mean developers should understand the risks, teams should clearly identify which systems and workflows have access to AI agents, and least-privilege principles should be applied to limit the blast radius if developer secrets are compromised.”

The SANS Internet Storm Center has a clickable breakdown of each individual fix this month from Microsoft, indexed by severity and CVSS score. Enterprise Windows admins involved in testing patches before rolling them out should keep an eye on askwoody.com, which often has the skinny on wonky updates. Please don’t neglect to back up your data if it has been a while since you’ve done that, and feel free to sound off in the comments if you experience problems installing any of these fixes.

In 2023, the science fiction literary magazine Clarkesworld stopped accepting new submissions because so many were generated by artificial intelligence. Near as the editors could tell, many submitters pasted the magazine’s detailed story guidelines into an AI and sent in the results. And they weren’t alone. Other fiction magazines have also reported a high number of AI-generated submissions.

This is only one example of a ubiquitous trend. A legacy system relied on the difficulty of writing and cognition to limit volume. Generative AI overwhelms the system because the humans on the receiving end can’t keep up...

This is amazing:

Opus 4.6 is notably better at finding high-severity vulnerabilities than previous models and a sign of how quickly things are moving. Security teams have been automating vulnerability discovery for years, investing heavily in fuzzing infrastructure and custom harnesses to find bugs at scale. But what stood out in early testing is how quickly Opus 4.6 found vulnerabilities out of the box without task-specific tooling, custom scaffolding, or specialized prompting. Even more interesting is how it found them. Fuzzers work by throwing massive amounts of random inputs at code to see what breaks. Opus 4.6 reads and reasons about code the way a human researcher would­—looking at past fixes to find similar bugs that weren’t addressed, spotting patterns that tend to cause problems, or understanding a piece of logic well enough to know exactly what input would break it. When we pointed Opus 4.6 at some of the most well-tested codebases (projects that have had fuzzers running against them for years, ...

This is a video of advice for squid fishing in Puget Sound.

As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.

Blog moderation policy.

Once. Someone named “Vincenzo lozzo” wrote to Epstein in email, in 2016: “I wouldn’t pay too much attention to this, Schneier has a long tradition of dramatizing and misunderstanding things.” The topic of the email is DDoS attacks, and it is unclear what I am dramatizing and misunderstanding.

Rabbi Schneier is also mentioned, also incidentally, also once. As far as either of us know, we are not related.

404Media is reporting that the FBI could not access a reporter’s iPhone because it had Lockdown Mode enabled:

The court record shows what devices and data the FBI was able to ultimately access, and which devices it could not, after raiding the home of the reporter, Hannah Natanson, in January as part of an investigation into leaks of classified information. It also provides rare insight into the apparent effectiveness of Lockdown Mode, or at least how effective it might be before the FBI may try other techniques to access the device.

“Because the iPhone was in Lockdown mode, CART could not extract that device,” the court record reads, referring to the FBI’s Computer Analysis Response Team, a unit focused on performing forensic analyses of seized devices. The document is written by the government, and is opposing the return of Natanson’s devices...

Hackers associated with the Chinese government used a Trojaned version of Notepad++ to deliver malware to selected users.

Notepad++ said that officials with the unnamed provider hosting the update infrastructure consulted with incident responders and found that it remained compromised until September 2. Even then, the attackers maintained credentials to the internal services until December 2, a capability that allowed them to continue redirecting selected update traffic to malicious servers. The threat actor “specifically targeted Notepad++ domain with the goal of exploiting insufficient update verification controls that existed in older versions of Notepad++.” Event logs indicate that the hackers tried to re-exploit one of the weaknesses after it was fixed but that the attempt failed...

The telecommunications industry is accelerating its digital transformation, driven by the increasing complexity of modern networks and the demand for faster, more reliable services rollout. To meet these demands, operators are turning to autonomous intelligent networks, designed to ingest massive amounts of data and autonomously execute actions at high speed. The journey to autonomous intelligent networks is not a technology project—it is a mandatory operational shift to protect margins and accelerate time-to-service. This has led to concepts such as a DarkNOC, a network operations center th

The US National Reconnaissance Office has declassified information about a fleet of spy satellites operating between 1971 and 2006.

I’m actually impressed to see a declassification only two decades after decommission.

In May 2025, Red Hat Enterprise Linux 10 (RHEL) shipped with the first steps toward post-quantum cryptography (PQC) to protect against attacks by quantum computers, which will make attacks on existing classic cryptographic algorithms such as RSA and elliptic curves feasible. Cryptographically relevant quantum computers (CRQC) are still not known to exist, but that does not mean the risk is zero. For example, "harvest now, decrypt later" attacks do not need a quantum computer now, one only needs to become available before the stored encrypted data loses its value, and depending on the transferr

Keep trusted automation running while blocking malicious bots. Learn how precise WAF controls reduce false positives without weakening security.

Microsoft gives the FBI the ability to decrypt BitLocker in response to court orders: about twenty times per year.

It’s possible for users to store those keys on a device they own, but Microsoft also recommends BitLocker users store their keys on its servers for convenience. While that means someone can access their data if they forget their password, or if repeated failed attempts to login lock the device, it also makes them vulnerable to law enforcement subpoenas and warrants.

When third-party services fail, your website — and revenue — can fail with them. Learn how to uncover hidden dependencies and use edge proxying to maintain uptime, performance, and control during outages.

A prolific data ransom gang that calls itself Scattered Lapsus ShinyHunters (SLSH) has a distinctive playbook when it seeks to extort payment from victim firms: Harassing, threatening and even swatting executives and their families, all while notifying journalists and regulators about the extent of the intrusion. Some victims reportedly are paying — perhaps as much to contain the stolen data as to stop the escalating personal attacks. But a top SLSH expert warns that engaging at all beyond a “We’re not paying” response only encourages further harassment, noting that the group’s fractious and unreliable history means the only winning move is not to pay.

Image: Shutterstock.com, @Mungujakisa

Unlike traditional, highly regimented Russia-based ransomware affiliate groups, SLSH is an unruly and somewhat fluid English-language extortion gang that appears uninterested in building a reputation of consistent behavior whereby victims might have some measure of confidence that the criminals will keep their word if paid.

That’s according to Allison Nixon, director of research at the New York City based security consultancy Unit 221B. Nixon has been closely tracking the criminal group and individual members as they bounce between various Telegram channels used to extort and harass victims, and she said SLSH differs from traditional data ransom groups in other important ways that argue against trusting them to do anything they say they’ll do — such as destroying stolen data.

Like SLSH, many traditional Russian ransomware groups have employed high-pressure tactics to force payment in exchange for a decryption key and/or a promise to delete stolen data, such as publishing a dark web shaming blog with samples of stolen data next to a countdown clock, or notifying journalists and board members of the victim company. But Nixon said the extortion from SLSH quickly escalates way beyond that — to threats of physical violence against executives and their families, DDoS attacks on the victim’s website, and repeated email-flooding campaigns.

SLSH is known for breaking into companies by phishing employees over the phone, and using the purloined access to steal sensitive internal data. In a January 30 blog post, Google’s security forensics firm Mandiant said SLSH’s most recent extortion attacks stem from incidents spanning early to mid-January 2026, when SLSH members pretended to be IT staff and called employees at targeted victim organizations claiming that the company was updating MFA settings.

“The threat actor directed the employees to victim-branded credential harvesting sites to capture their SSO credentials and MFA codes, and then registered their own device for MFA,” the blog post explained.

Victims often first learn of the breach when their brand name is uttered on whatever ephemeral new public Telegram group chat SLSH is using to threaten, extort and harass their prey. According to Nixon, the coordinated harassment on the SLSH Telegram channels is part of a well-orchestrated strategy to overwhelm the victim organization by manufacturing humiliation that pushes them over the threshold to pay.

Nixon said multiple executives at targeted organizations have been subject to “swatting” attacks, wherein SLSH communicated a phony bomb threat or hostage situation at the target’s address in the hopes of eliciting a heavily armed police response at their home or place of work.

“A big part of what they’re doing to victims is the psychological aspect of it, like harassing executives’ kids and threatening the board of the company,” Nixon told KrebsOnSecurity. “And while these victims are getting extortion demands, they’re simultaneously getting outreach from media outlets saying, ‘Hey, do you have any comments on the bad things we’re going to write about you.”

In a blog post today, Unit 221B argues that no one should negotiate with SLSH because the group has demonstrated a willingness to extort victims based on promises that it has no intention to keep. Nixon points out that all of SLSH’s known members hail from The Com, shorthand for a constellation of cybercrime-focused Discord and Telegram communities which serve as a kind of distributed social network that facilitates instant collaboration.

Nixon said Com-based extortion groups tend to instigate feuds and drama between group members, leading to lying, betrayals, credibility destroying behavior, backstabbing, and sabotaging each other.

“With this type of ongoing dysfunction, often compounding by substance abuse, these threat actors often aren’t able to act with the core goal in mind of completing a successful, strategic ransom operation,” Nixon wrote. “They continually lose control with outbursts that put their strategy and operational security at risk, which severely limits their ability to build a professional, scalable, and sophisticated criminal organization network for continued successful ransoms – unlike other, more tenured and professional criminal organizations focused on ransomware alone.”

Intrusions from established ransomware groups typically center around encryption/decryption malware that mostly stays on the affected machine. In contrast, Nixon said, ransom from a Com group is often structured the same as violent sextortion schemes against minors, wherein members of The Com will steal damaging information, threaten to release it, and “promise” to delete it if the victim complies without any guarantee or technical proof point that they will keep their word. She writes:

A key component of SLSH’s efforts to convince victims to pay, Nixon said, involves manipulating the media into hyping the threat posed by this group. This approach also borrows a page from the playbook of sextortion attacks, she said, which encourages predators to keep targets continuously engaged and worrying about the consequences of non-compliance.

“On days where SLSH had no substantial criminal ‘win’ to announce, they focused on announcing death threats and harassment to keep law enforcement, journalists, and cybercrime industry professionals focused on this group,” she said.

An excerpt from a sextortion tutorial from a Com-based Telegram channel. Image: Unit 221B.

Nixon knows a thing or two about being threatened by SLSH: For the past several months, the group’s Telegram channels have been replete with threats of physical violence against her, against Yours Truly, and against other security researchers. These threats, she said, are just another way the group seeks to generate media attention and achieve a veneer of credibility, but they are useful as indicators of compromise because SLSH members tend to name drop and malign security researchers even in their communications with victims.

“Watch for the following behaviors in their communications to you or their public statements,” Unit 221B’s advisory reads. “Repeated abusive mentions of Allison Nixon (or “A.N”), Unit 221B, or cybersecurity journalists—especially Brian Krebs—or any other cybersecurity employee, or cybersecurity company. Any threats to kill, or commit terrorism, or violence against internal employees, cybersecurity employees, investigators, and journalists.”

Unit 221B says that while the pressure campaign during an extortion attempt may be traumatizing to employees, executives, and their family members, entering into drawn-out negotiations with SLSH incentivizes the group to increase the level of harm and risk, which could include the physical safety of employees and their families.

“The breached data will never go back to the way it was, but we can assure you that the harassment will end,” Nixon said. “So, your decision to pay should be a separate issue from the harassment. We believe that when you separate these issues, you will objectively see that the best course of action to protect your interests, in both the short and long term, is to refuse payment.”

There’s a new report about two AI coding assistants, used by 1.5 million developers, that are surreptitiously sending a copy of everything they ingest to China.

Maybe avoid using them.