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Yesterday — 9 November 2026Main stream

Google Unveils Two New Specialized AI Chips to Widen Its Challenge to Nvidia

By: BeauHD
9 November 2026 at 13:00
Google is expanding its AI chip lineup with two specialized TPUs arriving next year: the TPU 8tx, which encrypts sensitive data at the chip level for confidential computing, and the TPU 8i Max, which combines two TPU chips to provide more processing power and memory for long-context workloads. The move broadens Google's challenge to Nvidia as demand outstrips supply, with Google saying every TPU it currently has is already committed to customers. Quartz reports: The 8tx is designed for sensitive, privacy-focused jobs run by clients including public-sector bodies and businesses in heavily regulated sectors, according to Bloomberg. It pairs with a central processing unit from Advanced Micro Devices and encrypts data at the chip level. Normally, data must be decrypted in memory as the machine works on it, [said Amin Vahdat, Chief Technologist for AI & Infrastructure at Google]. The 8i Max is meant for AI applications that need long context windows, meaning the volume of information a model can take into account within one request. Vahdat said that matters for drug discovery, math and coding. The chip packs two TPU chips together, giving it extra processing muscle and memory. Both variations are reconfigured versions of existing silicon rather than new designs, Vahdat said. Google changed them to handle tasks customers have requested. They follow two TPU models Google released this year, according to Bloomberg, which said the chip unit used to release one new processor every two years. "We could build a single chip that tries to address the whole market, or by building specialized versions of the chips, we actually can deliver much more value," Vahdat said, according to Bloomberg.

Read more of this story at Slashdot.

Before yesterdayMain stream

OpenAI Says ChatGPT Is Catching Up to Google In Search

By: BeauHD
4 November 2026 at 18:00
Adam Fry, OpenAI's consumer product lead for ChatGPT, says the number of searches performed through ChatGPT has grown to roughly 20% of Google's search volume. The company defines a search as a ChatGPT query that triggers a web search, suggesting the chatbot is becoming an increasingly significant competitor to traditional search engines. The Verge reports: Having one-fifth as many searches as Google is still a long way from overtaking it, but for comparison, Microsoft CEO Satya Nadella said during Google's 2023 antitrust trial that Bing had about 3 percent of the search engine market share after trying for more than a decade. During the trial, Google described AI as a potential disruptor, arguing ChatGPT was poised to seriously compete with it -- now, OpenAI seems to agree. (OpenAI likely uses Microsoft Bing for a significant part of its searches, along with its in-house search index, although there is still some speculation that it routes some queries through Google.) As for ads, which OpenAI started testing earlier this year, Fry said they haven't produced a lasting backlash. "Ads have not negatively impacted the product or the usage of the product," he said, adding that "most people do not seem to mind ads in the product." Last month, OpenAI announced plans to introduce images of sponsored products and services in ChatGPT.

Read more of this story at Slashdot.

Tech Firms Dismantle Botnet That Turned 1.3M TV Boxes Into Proxies

2 November 2026 at 21:24

Google said today it worked with industry partners to dismantle a botnet made up of more than 1.3 million Android TV set-top boxes that ship with malicious software which secretly rents the user’s Internet connection out to strangers and conducts advertising fraud. Experts involved in the takedown say the action is likely to sever the botnet’s access to more than 10 million additional compromised systems, including other Internet of Things (IoT) products such as Android-based healthcare devices and karaoke machines.

A report from the Google Threat Intelligence Group (GTIG) said Google has severed ties with Videostrong Technology Co., a TV box manufacturer in China that GTIG and other industry experts concluded was responsible for including malware that enrolled more than 1.3 million set-top boxes in a botnet dubbed “XCPE” (named after one of the malware’s core code components).

The global distribution of XCPE botnet infections. Image: Google Threat Intelligence Group.

The report said the XCPE botnet loaded the user’s device with software that makes their Internet address available for resale by multiple “residential proxy” services, which allow customers to rent Internet addresses as a way to anonymize their web traffic or spoof their true location. As detailed in several stories here over the past year, residential proxy services are a major source of unwanted and often malicious traffic, including account takeover activity, advertising fraud, and mass content scraping for AI projects.

“Videostrong monetized the backdoor by selling access to criminal affiliates and loading those affiliates’ malware modules onto infected devices,” the GTIG post reads, noting that Google took legal action to take down the domains and servers Videostrong used to control the botnet and install additional malware. “A device manufacturer intentionally infecting their users with malware is an unacceptable breach of trust, and represents a serious risk to those users. Without users’ knowledge or consent, infected devices were offered as a distribution mechanism for a wide array of criminal actors.”

The report notes that while TV boxes made up the the majority of the botnet, the same XCPE malware was found in other Android-based IoT products, including telehealth devices, karaoke machines, and even digital signage systems.

Google said it requires all Android device makers to pass compatibility and security tests to ensure their products don’t harm users, but that Videostrong nevertheless found a way to load their malicious software immediately after a user boots up one of these devices for the first time (Google says it has since addressed that weakness).

The GTIG report calls out a number of residential proxy providers whose software development kits were routinely downloaded by devices infected by the XCPE botnet. Those include AppSalt, also known as Honeygain, which was developed by the Vilnius, Lithuania-based Oxylabs. In October 2026, Oxylabs and Honeygain were reorganized as independent platforms under an umbrella entity called Source, which received $130 million in funding from private equity firm Warburg Pincus that reportedly valued the business at $3.6 billion.

Another provider linked to the botnet was NetNut, a once sprawling residential proxy company operated by the publicly-traded Israeli company Alarum Technologies. In July 2026, the FBI worked with industry partners to seize hundreds of domains associated with NetNut, saying the company was responsible for operating a separate botnet called Popa that enslaved TV boxes as residential proxies. Other proxy providers named in the GTIG report include EarnFM, Traffmonetizer, Jaguar, LINKFOG, BMW/IPWeb and GaGaNode.

Google’s announcement credits a number of industry partners, including Synthient, a startup that tracks proxy providers. In January 2026, Synthient published research into the rapid spread of the Kimwolf botnet, which at the time was hammering networks worldwide with record-smashing DDoS attacks. Synthient documented how Kimwolf infected millions of Android set-top boxes virtually overnight, using a widespread vulnerability in these residential proxy services to compromise other Android-based devices inside the local networks of unsuspecting TV box users.

Synthient’s research caused dozens of residential proxy providers to patch their networks, which helped to fragment the Kimwolf botnet into much smaller pieces that made its incessant and disruptive DDoS attacks far easier for network operators to manage. It also attracted the attention of the Motion Picture Association (MPA), a trade group representing the major Hollywood studios, which partnered with Synthient to purchase and tear apart a number of popular Android TV set-top boxes — including some that were being infected by Kimwolf and other IoT botnets.

In a report published today, Synthient examined a popular, pre-infected TV box sold under the brand MECOOL by a publicly traded company in China called Skyworth Technology, concluding that MECOOL also bundled the malware from Videostrong Technology Co. and likewise installed AppSalt/Honeygain and other proxy components.

The MECOOL storefront and marketing. Image: Synthient.com.

Synthient founder Ben Brundage told KrebsOnSecurity that Videostrong’s malware also distributed software for the proxy service Grass. In our November 2025 story, “Is Your Android TV Streaming Box Part of a Botnet?” we quoted a researcher from Censys who found the popular Superbox TV streaming device bundled Grass’s residential proxy software. We also quoted the Grass founder, who denied any affiliation with the TV box maker.

That November 2025 story noted that Superbox and similar Android TV set-top boxes gain new customers primarily by engaging influencers on Tiktok and other social networks who praise the product’s ability to offer hundreds of (pirated) pay TV streaming services for a one-time fee.

Likewise, Synthient’s report observes that the MECOOL set-top boxes exploded in popularity after the product was mentioned in 2023 by the Youtube channel Linus Tech Tips, which has an audience of nearly 17 million subscribers [Linus Tech Tips said in a statement shared with Synthient that it has since updated the video to explicitly frame the product as a scam and have removed all associated affiliate links].

The popular Youtube channel Linus Tech Tips discussing MECOOL TV streaming boxes.

The GTIG report estimates the XCPE botnet takedown should sever access to at least 10 million additional compromised devices, noting that the various proxy and ad fraud affiliates of Videostrong “each have diversified distribution channels for their modules beyond XCPE.”

Synthient’s Brundage echoed that conclusion, calling the 1.3 million number “highly conservative.”

“The scale of affected devices is likely way higher,” he said. “This is probably the largest operation against backdoored TV boxes that we’ve seen.”

Update, Nov. 5, 11:07 a.m. ET: In a statement shared post-publication, Oxylabs said that while its system is built so that a device can’t be used as a proxy exit node unless they receive a signal that it has consented, the developer faked these signals.

“We have been conducting regular audits of the applications provided by our partners,” the statement reads. “However, following this incident, we will improve the application and application’s build fingerprinting logic to better detect cases where the SDK is running on an unapproved build of an originally authorized application.”

The statement said Oxylabs has no record of any company called Videostrong Technology Co., but it did find between is suppliers the domain “com.abc[.]nexus,” mentioned in the GTIG report as an external malware loader.

“As soon as we saw that, we suspended the relationship and sent them a formal legal inquiry,” the statement reads. “This supplier accounts for less than 1% of our IP address pool. We had a signed contract with them, they assured our QA team that users had given consent, and we saw the consent flow ourselves.”

Further reading:
Plume Security Labs white paper on the XCPE botnet (PDF)
Black Lotus Labs writeup on LinkedIn
TrendAI’s analysis
Synthient’s list of affected devices, broken down by model number

Google shuts down global botnet running on certified Android devices

2 November 2026 at 16:58

Google and an assortment of partners shut down a botnet that an approved Android device manufacturer purposefully deployed across more than 1.3 million TV set-top boxes, the company said Monday. 

Videostrong Technology Co., a China-based Android original equipment and device manufacturer, implanted a backdoor into multiple devices it sold. Those backdoors established XCPE, an expansive botnet that cybercriminals used to conduct ad fraud, steal data and route malicious traffic through residential proxy networks, according to a Google Threat Intelligence Group report.

Google took legal action to shut down the domains and servers Videostrong used to control the botnet. The company also took down command-and-control domains that more than a dozen malware families ran as modules through the XCPE backdoor, claiming it disrupted access to at least 10 million additional compromised devices from various manufacturers.

Videostrong sold Android devices with pre-installed malware for years, slipping by Google’s security tests by loading the malicious code after the device’s first boot. “The XCPE operators constantly evolved its configurations to evade Google’s pre and post-launch detections,” Charley Snyder, head of disruption operations at GTIG, told CyberScoop.

Snyder declined to say when or how Google first became aware of the approved vendor running a botnet on Android-powered devices. 

“We found this malicious software built directly into many different device models and brands over multiple years, supported by dedicated infrastructure and constantly evolving configurations to evade detection and manage their affiliates,” Google researchers wrote in the report. “We believe this campaign wasn’t an isolated rogue insider or a development oversight.”

Google banned Videostrong and any future subsidiaries from building or selling certified Android devices, and said it changed its review process to detect and stop similar activities in the future. Yet, Snyder said the company isn’t sharing specifics on these changes because it doesn’t want to provide threat actors insights that might help them circumvent these additional protections.

Most of the devices comprising the XCPE botnet were Android TV set-top boxes, but researchers also observed infected Android-based telehealth devices, karaoke machines and digital signs. 

“Without users’ knowledge or consent, infected devices were offered as a distribution mechanism for a wide array of criminal actors,” researchers wrote in the report. “This led to a variety of malicious activities being conducted on and through the devices, including ad-fraud, data exfiltration, and routing malicious network traffic through the devices.”

The botnet spanned more than 170 countries, with the largest concentration of infected devices based in Malaysia, Brazil, Iraq, Mexico and Taiwan, according to TrendAI researchers. Nearly 44,000 infected devices were based in the United States between June and October.

Google also partnered with Japan’s National Police Agency, Lumen Technologies, Human Security, Plume and Synthient to study and disrupt the botnet. 

The company said the dismantling of XCPE “seriously impacted over a dozen malicious actors,” yet it warned that the underlying market for backdoors, ad fraud and residential proxy networks are resilient and operating as an interconnected supply chain.

The post Google shuts down global botnet running on certified Android devices appeared first on CyberScoop.

New Android SMS of Death exploit can remotely crash unpatched phones

31 October 2026 at 11:35
A security researcher has released a proof-of-concept exploit for a recently patched Android vulnerability, dubbed "SMS of Death" and tracked as CVE-2026-58882, that lets attackers remotely disrupt cellular service or crash phones by sending a specially crafted text message. [...]

First Wired XR Glasses Powered By Android XR

By: BeauHD
30 October 2026 at 07:00
XREAL has launched the AURA, its first wired augmented reality glasses powered by Google's Android XR platform. They feature transparent Micro-OLED displays, a 70-degree field of view, Gemini AI integration, and a Snapdragon Reality Elite processor. TechPowerUp reports: The device is built around a simple idea: your apps, screens, entertainment, and AI assistant should be able to come with you wherever you go. On day-one, users have access to millions of familiar mobile apps and games from Google Play, alongside many experiences specifically for XR. Android XR brings familiar hand and voice inputs to AURA, while Gemini makes the experiences more natural and intuitive by working across what users see and do. With Wired Mirroring, users can plug a computer or handheld gaming console directly into XREAL AURA via USB-C and instantly turn it into a massive private spatial window. That means a laptop, handheld gaming device, or other compatible USB-C device can sit alongside native Android XR apps in a user's spatial workspace. Whether turning a plane seat into a private multi-monitor setup, watching a movie on a large virtual screen, or playing Android and console games in an immersive spatial environment, XREAL AURA is designed to make spatial computing practical, portable, and useful. [...] For work, AURA creates a portable multi-window workspace without requiring a physical monitor. Users can open Android XR apps, mirror a laptop, place windows in virtual space, and use Gemini to help understand or act on what is on screen. For entertainment, AURA becomes a private theater on demand. Users can access familiar streaming apps, expand content into a large virtual display, and use electrochromic dimming to create a more immersive viewing experience while remaining aware of their surroundings when needed. For play, AURA supports Android games and compatible mirrored gaming devices, enabling users to play on a large and immersive private display. The glasses are available to order today, with limited-time pricing starting at $1,099 for the 12GB RAM and 256GB storage model. Devices are expected to begin shipping in mid-November.

Read more of this story at Slashdot.

Google Struggling to Make AI Mode Searches Pay

By: BeauHD
29 October 2026 at 07:00
Alphabet shares fell nearly 10% after Google disclosed that searches through its AI Mode generate less revenue than traditional search, even as overall search revenue grew 12% year over year to $63.25 billion. The Register reports: Alphabet on Wednesday reported its Q3 results, which included news that its year-over-year search query growth rate is the highest it's been in the last five years. Some of that growth comes from users adopting "AI Mode" -- Google's latest LLM-powered search system. Google's revenue from search rose 12 percent year-over-year to $63.25 billion, a little lower than the 14.5 percent growth the company reported in last year's Q3. During Alphabet's earnings call, chief business officer Philipp Schindler said the slowdown was caused by "lower monetization we were seeing in AI Mode." That's a worry given that Google is spending enormous sums on infrastructure. $51.4 billion went out the door in Q3, around two thirds of it going towards servers and networking equipment. The rest funded datacenter builds. That spending appears to have impacted profitability, as Alphabet reported $26.17 billion net income for the quarter. Last year's Q3, during which Google revenue was $102.35 billion, produced $35 billion net income. Schindler argued that AI search will pay off. "On AI Mode, many of these queries are upper funnel queries, allowing us to capture new, high-value commercial intent," he told investors. "In addition, the majority of AI Mode queries are incremental, creating more monetization opportunities over time." Google tried to seize one of those opportunities today, by turning on ads alongside AI Mode searches around the world, after first testing them in the US only. But for now, AI Mode searches aren't as lucrative as Google's existing search business, which brought in just under half of Alphabet's $125.8 billion quarterly revenue.

Read more of this story at Slashdot.

Experts temper emergency-level alarms over critical Brotli defect

26 October 2026 at 20:22

Alarm bells ratcheted up yet again about an AI-discovered vulnerability that could — if exploited in the wild — destabilize vast stretches of the internet. 

The critical defect — CVE-2026-111497 — affects the Google-developed Brotli decompression library that’s bundled into many components, applications and cloud services riding on open-source software. The buffer overflow vulnerability, which OpenAI Codex Security discovered and Node.js disclosed in a Oct. 21 security advisory, can trigger system crashes and remote code execution. 

Researchers haven’t observed any active exploitation of the defect in real networks, but concerns are mounting. Multiple vendors and software packages, including Microsoft and Python, that rely on vulnerable versions of Brotli have rushed emergency patches out to address the risk of exploitation in their respective systems.

Wiz researchers warned that “91% of cloud environments have resources vulnerable to CVE-2026-111497 and 82% of cloud environments have publicly exposed Node.js instances.”

The attack surface is “extremely broad and vast, but much of the impact of exploitation depends entirely on its implementation and how it is used within that piece of software,” said Jake Knott, head of threat intelligence at watchTowr.

Christiaan Beek, vice president at Rapid7 Intelligence, said the Brotli vulnerability is especially concerning because it’s effectively hiding out in the open, as are many open-source software libraries.

“Most businesses have no idea how deeply components like Brotli are embedded in their technology. A vulnerability in a compression library sounds almost boring until you realize it could affect applications your business depends on every day,” he said. “That’s the uncomfortable reality of modern software: a small component can create a very large business risk.”

The defect, dubbed “Node2Shell” or “Broccoli2Shell,” is the latest in a series of vulnerabilities that have provoked an emergency response. Defenders and researchers were on heightened alert last week over a pair of critical PHP vulnerabilities dubbed “PHP2Shell” that also have yet to be exploited in the wild as of Monday afternoon.

These cyclical and increasingly recurring so-called emergencies are putting organizations and defenders at a significant disadvantage. 

“After being part of numerous channels and message threads full of defenders trying to discern what’s real and what’s BS over the past several months — and especially the past week — I can say unequivocally that the human cost of these events is real, pronounced, and will have downstream impacts far beyond what the community can immediately predict,” Caitlin Condon, vice president of research at VulnCheck, told CyberScoop.

“None of this — high-profile vulnerability disclosures, the overblown exploitability assumptions, the community arguments, the race to weaponize — is new,” she added. 

“What’s changed now is that AI is pumping out complex — and often not clearly explained — finds at a much higher rate, exponentially increasing noise levels and making it much more difficult both to debunk overhyped vulnerability discoveries and to determine which vulnerabilities are broadly exploitable in real-world production configurations.” 

Researchers acknowledge the additional stress defenders and organizations are in because of this always-in-emergency mode.

“We’ve reached a point where everything seems to be an emergency. And when everything is critical, businesses risk losing sight of what actually matters,” Beek said. “The real cost isn’t just patching. It’s the constant disruption to operations, the diversion of resources, and the difficult decisions about which business systems deserve immediate attention.”

Experts also consider this the new normal as more high-impact vulnerabilities with far-reaching potential consequences are found. 

“We suspect in the very near future, defenders may lose the ability to tell what is a true emergency versus a loud and prevalent vulnerability in a ubiquitous product or library,” Knott said. 

Experts advise organizations to focus on their specific risk, weighing the Brotli vulnerability’s potential impact in their environment. 

“Attackers don’t care about CVSS scores,” Beek said. “They care about what they can compromise, disrupt, or monetize and that’s exactly how we should prioritize our defenses.”

The post Experts temper emergency-level alarms over critical Brotli defect appeared first on CyberScoop.

Senators say targeted ads are a security risk. Ad groups say the critics are off base.

23 October 2026 at 12:23

Two senators say that revelations about online targeted advertising being used as a vector for spyware infections underscore the need for better security practices in the industry.

Some members of the advertising industry that were subjects of the report, meanwhile, think their practices are up to the task.

The Citizen Lab at the University of Toronto, in partnership with the cybersecurity and ad-tech firm Confiant, last week published a report on AdFection, a technique whereby targeted ads were delivering zero-click mercenary spyware.

“Ad vendors must significantly level up their cybersecurity and threat detection capacity to effectively cut off malicious advertisers across the supply chain,” The Citizen Lab report states. “They must rigorously and regularly vet, screen, and audit their business partners and hold them accountable for their own supply chains.”

In 2023, Democratic Sens. Ron Wyden of Oregon and Cory Booker of New Jersey introduced legislation to ban advertising networks and facilitators from using personal data to target, but the legislation never advanced past introduction. Both said The Citizen Lab report illustrated the need for industry reform.

“The report underscores the growing risk of spyware and the increasingly sophisticated methods used to track and target people online,” Booker said in a statement to CyberScoop. “Americans need vastly stronger privacy protections that stay ahead of these evolving surveillance threats.”

The security threat of targeted online advertising to government devices is of particular concern to Wyden, with his letters to government agencies cited in the report. Wyden has called adtech a national security threat. Ads from Discover-Tech, the company most linked to AdFection, got impressions on government networks.

“Allowing targeted ads on government devices is an open invitation to spies and criminals. It’s the digital equivalent of leaving all the doors and windows unlocked at a sensitive government facility,” he said in a statement to CyberScoop.

“It’s clear that advertising exchanges are not meaningfully protecting users against malware and location tracking, which is why I’ve been urging the government to disable ads on government browsers and turn off mobile ad IDs, and have pushed my bill to ban all targeted advertising,” he continued. “The latest Citizen Lab report is an impressive reminder that this sector simply cannot be trusted to put users’ security ahead of profits.”

A number of U.S. agencies have taken steps to block ads due to the threats they pose, or recommended blocking them for feds.

Discover-Tech appeared on lists of “certified” and “approved” vendors that Google and the advertising industry association IAB Europe maintained. Google participated in the report, but IAB Europe didn’t respond to it until after publication. Both provided additional comments to CyberScoop.

Google and IAB Europe, and the ad networks Beeswax, Vungle and Eskimi all took steps to remove Discover-Tech’s access to the digital advertising ecosystem, according to the report. A mix of other ad systems replied to The Citizen Lab, but some did not, including Microsoft, which owns the ad system Xandr. Microsoft also didn’t respond to requests for comment from CyberScoop.

The Citizen Lab report concluded that the advertising industry displayed “a dangerous lack of due diligence” and criticized “broken digital infrastructure,” while also saying that the sector needed to “get serious” about security.

It said ad vendors needed to better share threat data, improve vetting of partners, audit vendor registries and ban vendors by default in jurisdictions known to be permissive of abuse.

In response to questions from CyberScoop about those conclusions, a Google spokesperson provided a statement.

“We banned Discover Tech during a joint investigation with Citizen Lab and Confiant,” the spokesperson said. “Throughout that work, we continuously blocked malicious ads to help people stay protected while we dismantled the network.”

Google said that its safety teams and systems continuously blocked individual bad ads from Discover-Tech, but banning them entirely from the platform required proof that their ad infrastructure was linked to spyware.

The company also said it regularly audits participants in its Authorized Buyer program, as well as deploying “multi-layered defenses to stop bad ads,” and that its automated systems detected over 99% of policy-violating ads before reaching users last year.

IAB Europe responded more specifically.

“The findings do not demonstrate that the digital advertising infrastructure is broken, but rather point to the potential misuse of existing technologies and functionalities that are not specific to digital advertising but inherent to web technologies,” said Lauren Wakefield, marketing and communications director for the association. “While the industry continuously invests in improving security and safeguards against fraud and other forms of misuse, the investigation of potentially unlawful activities, such as the deployment of spyware, ultimately falls within the remit of competent authorities.”

The Citizen Lab report also urges regulators to take action, including conducting an investigation of Discover-Tech and the spyware firm Candiru, which infect users through Discover-Tech online ads; “more closely scrutinize the advertising ecosystem to determine whether other companies are leveraging it for espionage and spyware delivery, and determine whether they have violated applicable laws and regulations;” and pursue sanctions against mercenary spyware firms and the companies that enable them.

“Preventing fraud and other forms of misuse is already an ongoing priority across the digital advertising ecosystem, and IAB Europe supports industry efforts to invest in technologies, processes and safeguards to identify and mitigate cybersecurity risks,” Wakefield continued. “We hope this report will be seen as an opportunity to reassess and improve existing approaches to cybersecurity. It is important to recognise that cybersecurity requirements and measures must be proportionate to the risks and circumstances of each individual company, which is why one-size-fits-all recommendations may not always be appropriate.”

The post Senators say targeted ads are a security risk. Ad groups say the critics are off base. appeared first on CyberScoop.

Google Staff Resign In Backlash Over Its AI Contracts With Military

By: BeauHD
22 October 2026 at 11:00
An anonymous reader quotes a report from the BBC: Google is facing a backlash from some staff members over the company's deployment of its AI technology for military use. The BBC has spoken to several tech workers who have either recently resigned from Google's AI company, Google DeepMind, or are in the process of leaving, over concerns with the tech firm's military contracts. Sofia Liguori, a London-based research engineer, is one of them. She resigned from Google DeepMind this week and spoke about her concerns exclusively with the BBC, despite her contract restricting her from doing so. "Realizing my company is pushing more and more for AI systems in military operations makes me feel ashamed to work at Google," Liguori said, speaking in a personal capacity. [...] After working for the company for three years, Liguori said she decided to resign over Google's increasing work with the US and Israeli militaries. "I don't agree with this direction and this has led me to lose faith in my company being true to its stated ethical values," she said. Those values, according to Google's AI Principles, include implementing AI with "human oversight" and aligning the technology with "international law and human rights." But former and current staff at the company, and experts the BBC spoke to, said they were concerned about the level of human oversight at critical moments. The tech workers said they are particularly worried about the AI military deals signed this year, because they greatly increase the scope of what the Pentagon can use the technology for. Andreas Kirsch, an AI researcher, also resigned from Google DeepMind earlier this month over his concerns. Kirsch told the BBC that he believes "Google's governance and oversight are not sufficient or meaningful enough to deploy AI safely and responsibly in military and classified settings" or "to develop artificial superintelligence safely in the future." "Google seems to have no right to control or veto how the Pentagon uses its AI and also seems to have limited visibility into how it's being deployed," he added. [...] Employees at Google have told the BBC that staff are scared to speak out about AI safety and its uses in warfare because their employment contracts prohibit them from publicly criticizing the company. "In principle I'm not allowed to criticize Google for the duration of my life," Sofia Liguori told the BBC. But she decided to do so "because I believe it's important for these things to be known and I also think that talking about facts is not criticizing." Liguori added that at Google "people are scared of retaliation and putting their career at risk. You feel you are being watched, you can't speak." A current employee at Google DeepMind, who declined to be named for fear of retaliation, told the BBC that "a lot of motivated employees who signed up for [the company's] original mission could leave -- but there's also a pipeline of people at the start of the careers who could fill those positions. It could be a changing of the guard." Another Google DeepMind staff member, who also wished to remain anonymous, told the BBC: "A lot of people have left the company that feel strongly about this [how Google DeepMind has changed its ethics position]." "Some people are putting up a fight, others are thinking: 'it's a big company. What do you expect to change?'", the employee said. In response, a Google spokesperson told the BBC: "We work with public sector organisations worldwide and follow a consistent process for reviewing and entering these contracts, including compliance with our acceptable use policies and AI principles." "We also have dedicated channels for employees to safely raise any concerns -- ranging from business ethics to misconduct -- and have strict workplace policies in place to prevent retaliation of any kind."

Read more of this story at Slashdot.

Exclusive: Bipartisan bill would develop federal guidance for distillation attacks, convene industry on defensive cyber

By: djohnson
22 October 2026 at 13:37

A new bipartisan House bill would charge the federal government with developing formal guidance for defending AI models against distillation attacks.

The AI Cyber Defense Act, shared exclusively with CyberScoop ahead of release, is sponsored by Reps. Pat Harrigan, R-N.C., and George Whitesides, D-Calif. It would direct the National Institute for Standards and Technology to develop voluntary industry standards and best practices for preventing distillation attacks from foreign entities from four countries: Russia, China, Iran and North Korea.

In an interview, Harrigan told CyberScoop it is “incredibly expensive” for the U.S. AI industry to maintain its six-to-12 month lead over other countries, and distillation attacks give other parties an incentive to copy other models while keeping their own spending low.

He said he believes countries such as China are making a strategic choice to hold back on full investment of their own AI industry, instead betting they can drift behind American companies as they perform the arduous and expensive research and development to advance the field.

“One of my concerns is that our adversaries just see it as much more beneficial and productive for them as this [U.S. industry] engine burns,” said Harrigan. “Where they actually just see it as more beneficial for themselves in the short term, to hang six to 12 months behind the United States, let us burn really hot and for 5 to 10% of the spend, they can just distill and steal, and they can do that up to until the point where our market kind of falters. At which point they can turn it into high gear, having not expended those resources yet in the past, and actually leapfrog us.”

As part of that mission, NIST will first have to define what a distillation attack is, and separate it from much of the sharing and collaboration between open-weight and open-source models that have also helped drive innovation.

Distillation attacks happen when one AI model is trained on the output data and reasoning of another, usually more powerful or advanced, model. The U.S. government, along with AI companies Anthropic, OpenAI and Google, has accused Chinese companies like Moonshot AI, DeepSeek and Alibaba, of carrying out “systematic” campaigns to distill and copy U.S. commercial models.

According to AI and cybersecurity experts, these campaigns involve the use of hundreds of burner and resold accounts and false identities to bypass geographic restrictions to access U.S. frontier models, and involve thousands, sometimes millions of prompts meant to extract valuable outputs and capabilities that can be used to train a foreign model.

Meanwhile, U.S. AI companies themselves face multiple ongoing lawsuits from media organizations, creators, artists and other laborers, who allege that commercial U.S. models were originally trained on their works without any compensation or permission.  

“AI is advancing at a breakneck pace, and every month we keep China and other adversaries from stealing our progress is a month we gain to build the safeguards this technology needs,” Rep. Whitesides said in a statement to CyberScoop.

The bill would also establish an “AI Cybersecurity Roundtable” at NIST composed of governments and AI industry stakeholders that would work to develop voluntary standards for defensive use of AI in cybersecurity in critical infrastructure.

Harrigan said he envisions the roundtable as including frontier AI companies including software and hardware security experts, who can add independent third-party voices in discussions on the best way to defend IT assets in critical infrastructure and other industries. A place “where you can go and pick an off-the-shelf set of standards that says these are the best practices as we know them all today, given the current state of technology development and the threats that are out there.”

The bill defines “entities of concern” as any foreign person or organization headquartered in one of the four listed countries of concern (Russia, China, Iran and North Korea), or one operating under the direction of a company based in those countries. The director of NIST would also have the ability to designate specific individuals or organizations as entities of concern.

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eMudhra kills its certificate business after researchers cracked its private keys in under a second

By: Greg Otto
22 October 2026 at 10:57

Indian certificate authority eMudhra said Thursday it will stop issuing SSL/TLS certificates days after researchers showed that the private keys securing eight of its certificates were so weak they could be reconstructed in under a second.

The announcement closes an incident where major browsers blocked the certificates and  Indian authorities launched an investigation.  

The company said its board concluded after detailed deliberations that leaving the business was the right decision for eMudhra and its shareholders. Company Chairman V. Srinivasan cited rising costs from data sovereignty and compliance requirements, along with competition from large providers that issue the certificates free of charge. He also said social media amplification of the incident brought scrutiny “out of proportion” to the unit’s place in the company.

“For many certifying authorities, SSL/TLS is the whole business,” the company said. “For eMudhra it is one part of a much broader digital solutions portfolio.”

The episode began last week, when a researcher notified Apple, Google, Microsoft and Mozilla that the private keys of eight eMudhra intermediate certificates could be computed from the public certificates because they were generated with too little randomness. Security researcher Scott Helme recovered all eight on his laptop in less than a second, a task he said an AI agent later repeated from a single prompt.

Normally, a private key is a secret number so large that no computer could ever guess it, roughly 77 or 78 digits long for the type of cryptography used in these certificates. Each of the eight eMudhra keys was a whole number below 256, with one simply logged as the number 4. Since a certificate publicly displays the key it was built from, anyone could test every possible value in seconds, and such keys could be used to forge certificates and impersonate websites.

eMudhra attributed the flaw to an error in a key generation ceremony held April 2025, saying the mistake produced a second, weak set of keys that was published to browser trust lists instead of the intended ones. The company said its infrastructure was not compromised, that no data was breached and that none of the eight intermediates had issued end-entity certificates. Whether anyone used the keys in question is not known.

Chrome and Firefox blocked the certificates within hours of the report, Apple blocked them Monday and Microsoft on Tuesday. Mozilla removed the company’s root certificate from its trusted list, and Google said it will remove that root from Chrome in an update expected next week while it reviews eMudhra’s remaining root certificate. Go, Node.js, Python’s certifi bundle and several Linux distributions also shipped updates.

CERT-In, the country’s computer emergency response team, said it did not see any malicious use of the keys as of Wednesday.

The company said its other businesses, including digital signature and enterprise security services, continue to operate normally, and acknowledged reputational risks it cannot quantify.

Shares of ​the company fell 40% in the two days after the vulnerability was disclosed.

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Federal agencies recommend cyber controls, independent testing for frontier AI systems

By: djohnson
16 October 2026 at 20:34

The federal government is advising AI companies to set more industry standards for securing agents in sandbox testing environments.

In joint guidance from the Cybersecurity and Infrastructure Security Agency, the National Security Agency and the Center for Advancing Innovation and Standards for Super Intelligence (CAISSI) at the Department of Commerce, AI companies are encouraged to lean more heavily on cybersecurity technical controls, independent testing and evaluation of new models and develop “shut down policies” that govern when a model or test should be taken offline.

The guidance comes after a summer when OpenAI, Anthropic, Google, Meta and other companies say their AI models escaped from testing environments and hacked real organizations and websites. The problem has bedeviled frontier AI companies, with many of their own researchers saying it’s possible that hundreds – even thousands – of similar sandbox escapes may have occurred over the summer, raising major questions about the lack of effective monitoring in place.

“While these incidents highlight the importance of traditional cybersecurity principles and practices, they also introduce novel considerations for incident prevention, response, and reporting,” the agencies wrote. “These novel considerations primarily stem from the agentic nature and advanced cyber capabilities of cutting-edge SI systems.”

While voluntary, the document marks the federal government’s most detailed cybersecurity guidance for securing sandbox environments during AI model tests. 

The first set of recommendations deals with designing and implementing technical controls for the virtualized testing environments, while another recommends outside monitoring tools to ensure AI models don’t access tools or privileges they shouldn’t have. Cybersecurity experts have said both features were lacking in the testing environments used by AI companies this past summer.

AI testers must also scour their internal testing environments for “potential persistence mechanisms and unauthorized communication across internal and external systems” that could be used by AI agents to leave notes and collaborate on tasks in secret.

It specifically cautions against relying solely on other AI systems to monitor and restrain the behavior of their test models, using the government’s now-preferred term of “Super Intelligence” or “SI.”

“Test and red-team SI control measures with humans and SI systems before deploying them,” the guidance states. “Only use SI systems to red-team in cases where out-of-scope actions could not result in harm to critical systems.”

Security teams must evaluate risk not only from the large language model, but also from the surrounding systems and infrastructure it relies on, like the technical harness, the host and broader network, and each layer has security protocols that can stop unauthorized access to the internet or detect anomalous behavior.

Another recommendation calls for frontier AI companies to be more open to partnering with “independent, external auditors” to assess their controls and monitoring for AI agent testing. Critics have argued that Anthropic and OpenAI rely too heavily on a small group of little-known nonprofits and private research organizations, like METR and Redwood Research, to test their frontier models for safety and security concerns and respond to incidents like the Hugging Face hack. They question why these companies don’t work with more established cybersecurity or incident response firms.

Chris Painter, METR’s president, told Congress earlier this month that it had become industry practice for frontier companies to rely almost entirely on other AI systems to monitor and restrain their models in testing environments, citing the sheer volume of data and telemetry that researchers must sift through.

Cybersecurity and AI experts have told CyberScoop that a combination of human oversight, technical controls and AI systems is the most effective means of restraining the kind of agent hacks that have consumed the news.

The guidance further calls for executive leadership at these companies to be more personally involved in decisions around pausing or restarting a particular project, and only after they’ve been informed of the relevant potential risks.

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Prolific Chinese espionage group exploits BeyondTrust zero-day

16 October 2026 at 13:09

Suspected Chinese hackers with a proven knack for exploiting zero-days in security products are at it again, targeting BeyondTrust customers in attacks that researchers have traced back to late August. 

Mandiant researchers said a likely Chinese government-backed espionage group it previously tracked as UNC5221, and now calls Armory Castle, exploited the critical defect — CVE-2026-102764 — then showcased multiple tactics to escalate privileges, hop around the compromised network and evade detection. 

The same threat group has repeatedly exploited a series of defects in Ivanti products since 2023, a Citrix NetScaler zero-day widely known as CitrixBleed, and last year’s Brickstorm campaign that had an average dwell time of 400 days — all resulting in sweeping attack sprees.

“We are aware of only a small number of impacted organizations at this time, but given the stealth of the activity, and the use of a zero-day, it is possible that additional organizations were also compromised prior to the disclosure,” Kelli Vanderlee, senior analyst at Google Threat Intelligence Group, said in an email.

Mandiant warned organizations to “prepare for potential widespread exploitation,” adding that Armory Castle and other threat groups previously conducted broad, opportunistic exploitation following public vulnerability disclosures.

Mandiant and GTIG released their analysis of Armory Castle and its latest campaign as BeyondTrust publicly disclosed the vulnerability in its Remote Support product Thursday. The company’s security said it released a patch for the exploited defect for self-hosted customers Oct. 8 and automatically applied the update to cloud-based versions of the product that same day.

BeyondTrust, which conducted its own investigation and coordinated with Mandiant on an investigation involving a self-hosted customer that was compromised, noted Armory Castle’s prowess.

“This threat actor rotates its infrastructure and tooling for every victim, so attribution here rests on behavior. The indicators from one intrusion rarely survive to the next,” the company’s security team wrote in a blog post. “The threat actor has historically demonstrated a high degree of operational security awareness, professional practices, and tradecraft.”

A BeyondTrust spokesperson declined to answer questions about how many customers are already compromised or why it didn’t publicly disclose the actively exploited zero-day sooner, and instead referred back to its security advisory. 

The company said the first known instance of zero-day exploitation occurred Aug. 29, which it detected and contained Sept. 28. 

BeyondTrust also said it detected the malicious activity after zero-days were confirmed to be exploited in another security vendor’s product Sept. 27. That timing matches a round of zero-days Citrix NetScaler disclosed, following nearly two days of rampant worry and unconfirmed rumors. 

BeyondTrust did not say if there is any link or overlap between the attacks targeting Citrix NetScaler, which went undetected for more than three weeks, and its remote access product. 

GTIG researchers said there isn’t enough evidence to assess an overall targeting trend, but encouraged all potentially vulnerable organizations to apply the patch and hunt for pre-disclosure activity. 

The threat group’s previous targets include business-process outsourcers, government, legal services, technology companies and software-as-a-service providers.

“Armory Castle remains one of the most prominent China-nexus threat actors due to its persistent targeting of various edge device technologies, use of zero-day vulnerabilities for widespread exploitation across multiple industries and regions, and its continuously expanding and evolving arsenal of tools,” said Dan Perez, technical lead at GTIG.

“This is a well-established pattern for Armory Castle,” Vanderlee said. “Targeting edge devices, which typically do not support endpoint detection and response (EDR), allows the threat actor to minimize opportunities for detection and maintain stealthy, persistent access to targeted networks.”

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AdFection: How mercenary spyware invades victims’ devices through targeted advertising

By: Greg Otto
15 October 2026 at 06:00

That online ad you saw for earbuds, a drone or bubble gum-scented car air freshener may have been a gateway for mercenary spyware that can infect your device without you ever having to click on it.

The Citizen Lab at the University of Toronto on Thursday said it was revealing the first details of zero-click spyware being delivered through targeted advertising, which it’s calling AdFection. It concluded that while the Israeli company Discover-Tech presents itself as a legitimate advertising firm, in actuality it operates as a facilitator for multiple mercenary spyware partners, including the well-known Candiru. Its ads covertly direct millions of devices to contact Candiru’s servers.

The likely goal, according to the researchers, is large-scale tracking and surveillance, enabled by accident by major industry players like Google. The campaign led to the infection of devices at media outlet Al Jazeera, they said, but Discover-Tech’s ads have also appeared on many sensitive networks around the world, including at the U.S. Department of Defense, NATO, the International Atomic Energy Agency and world cybersecurity agencies, according to partner investigators at ad security firm Confiant.

It’s a discovery that the researchers said raises uncomfortable questions for regulators, whom The Citizen Lab said need to investigate Discover-Tech and levy sanctions, and for the online advertising industry.

“The adtech industry, the digital advertising industry, has a lot of rethinking to do to reconsider how they approach these threats of surveillance and the responsibilities that they have with the data that they collect and how it might be abused,” said Jerome Dangu, chief technology officer and co-founder of Confiant. “The industry has optimized against cyber criminals, scams and malware for profit that targets people for extracting money, but not for surveillance.”

Wolfie Cristl, senior researcher at The Citizen Lab, said it was “disastrous” that ad vendors didn’t detect the operation for years. Discover-Tech was registered in 2020 and has facilitated mercenary spyware since at least 2024. The activities of a shadowy outfit that the researchers dubbed DARK CARTOGRAPHER, which involves Discover-Tech and other vendors — including an unnamed U.S. intelligence contractor — date back to 2019.

“Digital advertising is broken. The way the online advertising ecosystem works today is a security threat for states, the private sector, civil society and everyone else alike,” Cristl said. “Cybersecurity agencies, regulators and lawmakers in the U.S., Europe and other regions must urgently step in. They must investigate the involved companies and fix the systemic risks that enable malicious ad targeting.”

Earlier reports have touched on the existence of mercenary spyware that can infect users through online ads, but Thursday’s research marks the first technical demonstration of infections and distribution through targeted advertising.

The Citizen Lab can’t currently attribute the AdFection attacks to any specific party.

Discover-Tech has appeared on lists of “certified” and “approved” vendors maintained by Google and IAB Europe, an advertising industry association. In response to the research, Google has removed Discover-Tech from its vendor registries and ended its access to Google ad platforms, while IAB Europe has removed Discover-Tech from its global vendor list.

Between March and June of this year, the researchers found Discover-Tech ads displayed in over 120,000 websites and over 70,000 mobile apps.

The Citizen Lab said that at least 45 devices at Al Jazeera were targeted in zero-click attacks that it linked with high confidence to Candiru spyware delivered by Discover-Tech’s ads.

Candiru spyware has shown the ability to take over a device remotely, steal data from it, access its microphone and camera, and more. Researchers discovered that in addition to Candiru, Discover-Tech has connections to another mercenary hacking firm, Bindecy, and a mercenary ad intelligence firm, Intelos.

Furthermore, the report states, “Discover-Tech operates a platform called Controlium that enables its mercenary surveillance partners to de-anonymize, fingerprint, and automatically infect devices the moment an advertisement is rendered.”

The DARK CARTOGRAPHER role is more mysterious.

“A separate threat actor we call DARK CARTOGRAPHER is using Discover-Tech’s infrastructure to exploit vulnerabilities across numerous mobile carriers to link device advertising IDs with phone numbers, mass-deanonymizing internet users. We will detail our findings concerning this threat actor in a separate forthcoming report,” Thursday’s report states. “Notably, DARK CARTOGRAPHER infrastructure links to both a mercenary adtech vendor and a U.S. government contractor. It is rare to see such direct overlaps between mercenary vendors and U.S. government or intelligence contractors.”

Discover-Tech, Candiru, Bindecy and Intelos did not respond to The Citizen Lab’s letters seeking comment.

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Google Is Silently Linking Your Phone Number Across All Signed-In Accounts

By: BeauHD
14 October 2026 at 15:00
Google has made Android's phone-number verification opt-out, automatically verifying and associating a device's phone number with every Google account signed in on that phone, including secondary and work accounts. Android Authority reports: As spotted in a recent Reddit thread, users report receiving confirmation emails out of the blue from "noreply-phone-verification@google.com" stating that their phone number has been verified. The feature, known in Google settings as "Phone number verification," links your active phone number across all Google accounts signed in on the same phone, including secondary profiles, work accounts, and throwaway handles. Google's support documentation has long noted that it periodically re-verifies your device's phone number to keep communication and recovery features up to date. However, this support page was updated sometime between August and October 2025 to add this rather aggressive behavior of turning on phone number verification by default, as well as adding all phone numbers to all Google accounts signed in on the device. To disable automatic phone number verification on Android, open your phone's Settings app, tap Google, and select the All Services tab. Under Privacy & Security, find Phone number verification and turn off Verify phone numbers automatically. "[T]urning off the phone number verification toggle only prevents future linking," notes the report. "If Google has already attached your number across secondary accounts, you will need to open your Google Account Personal Info page, head to Contact info > Phone, and manually remove the number from each profile where it doesn't belong." Is this conversation helpful so far?

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