Source posts

Lenovo Yoga Slim 7x Gen 11 Review: Do a Lot for a Long, Long Time, Anywhere
True to its name, this slender laptop's second-gen Snapdragon X2 chip has truly impressive performance. However, you'll need to keep looking if you're after strong graphics performance.

Lenovo Yoga Slim 7x Gen 11 Review: Do a Lot for a Long, Long Time, Anywhere
True to its name, this slender laptop's second-gen Snapdragon X2 chip has truly impressive performance. However, you'll need to keep looking if you're after strong graphics performance.

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This New Type of Sensor Revolutionized My Home Security for Under $50
Aqara's tiny P100 sensor really can do it all, from guarding doors to tamper-proofing valuables.

This New Type of Sensor Revolutionized My Home Security for Under $50
Aqara's tiny P100 sensor really can do it all, from guarding doors to tamper-proofing valuables.

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-

Today's NYT Connections: Sports Edition Hints and Answers for May 18,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 18, No. 602.

Today's NYT Connections: Sports Edition Hints and Answers for May 18,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 18, No. 602.

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Today's NYT Strands Hints, Answers and Help for May 18
Here are hints and answers for the NYT Strands puzzle for May 18, No. 806.

Today's NYT Strands Hints, Answers and Help for May 18
Here are hints and answers for the NYT Strands puzzle for May 18, No. 806.

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-

Today's NYT Connections Hints, Answers and Help for May 18,
Here are some hints and the answers for the NYT Connections puzzle for May 18, No. 1,072.

Today's NYT Connections Hints, Answers and Help for May 18,
Here are some hints and the answers for the NYT Connections puzzle for May 18, No. 1,072.

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Today's Wordle Hints, Answer and Help for May 18,
Here are hints and the answer for today's Wordle for May 18, No. 1,794.

Today's Wordle Hints, Answer and Help for May 18,
Here are hints and the answer for today's Wordle for May 18, No. 1,794.

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The competitive edge with Cisco and SūmerSports: Private AI infrastructure keeps sensitive sports data in-house, ensuring trust and actionable insights.
More RSS Feeds: (

The competitive edge with Cisco and SūmerSports: Private AI infrastructure keeps sensitive sports data in-house, ensuring trust and actionable insights.
More RSS Feeds: (

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Future of sports analytics: building trust and intelligence with SūmerSports and Cisco

Future of sports analytics: building trust and intelligence with SūmerSports and Cisco

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Today's NYT Mini Crossword Answers for Monday, May 18
Here are the answers for The New York Times Mini Crossword for May 18.

Today's NYT Mini Crossword Answers for Monday, May 18
Here are the answers for The New York Times Mini Crossword for May 18.

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Premier League Soccer: Stream Man United vs. Nottingham Forest From Anywhere Live
Michael Carrick's team looks to secure a top-three finish as it hosts the Tricky Trees.

Premier League Soccer: Stream Man United vs. Nottingham Forest From Anywhere Live
Michael Carrick's team looks to secure a top-three finish as it hosts the Tricky Trees.

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Today's NYT Mini Crossword Answers for Sunday, May 17
Here are the answers for The New York Times Mini Crossword for May 17.

Today's NYT Mini Crossword Answers for Sunday, May 17
Here are the answers for The New York Times Mini Crossword for May 17.

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Today's NYT Connections: Sports Edition Hints and Answers for May 17,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 17, No. 601.

Today's NYT Connections: Sports Edition Hints and Answers for May 17,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 17, No. 601.

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Today's NYT Strands Hints, Answers and Help for May 17
Here are hints and answers for the NYT Strands puzzle for May 17, No. 805.

Today's NYT Strands Hints, Answers and Help for May 17
Here are hints and answers for the NYT Strands puzzle for May 17, No. 805.

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Today's NYT Connections Hints, Answers and Help for May 17,
Here are some hints and the answers for the NYT Connections puzzle for May 17, No. 1,071.

Today's NYT Connections Hints, Answers and Help for May 17,
Here are some hints and the answers for the NYT Connections puzzle for May 17, No. 1,071.

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Today's Wordle Hints, Answer and Help for May 17,
Here are hints and the answer for today's Wordle for May 17, No. 1,793.

Today's Wordle Hints, Answer and Help for May 17,
Here are hints and the answer for today's Wordle for May 17, No. 1,793.

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Preakness Stakes 2026: How to Watch This Year's Race Without Cable
There's a $1.2 million prize up for grabs for the winner of this year's Run for the Black-Eyed Susans.

Preakness Stakes 2026: How to Watch This Year's Race Without Cable
There's a $1.2 million prize up for grabs for the winner of this year's Run for the Black-Eyed Susans.

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Livestream FA Cup Final Soccer: Watch Chelsea vs. Man City for Free
Can the West Londoners salvage their season, or will Pep Guardiola's men claim a cup double?

Livestream FA Cup Final Soccer: Watch Chelsea vs. Man City for Free
Can the West Londoners salvage their season, or will Pep Guardiola's men claim a cup double?

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Dyson's New Fan and Air Purifier Combo Follows You Around the Room to Deliver Clean Air
Oscillating fans are a nice idea to spread air around the room, but what if you just want to cool yourself? Dyson's Find+Follow uses AI tracking to do it.

Dyson's New Fan and Air Purifier Combo Follows You Around the Room to Deliver Clean Air
Oscillating fans are a nice idea to spread air around the room, but what if you just want to cool yourself? Dyson's Find+Follow uses AI tracking to do it.

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Leave Those Laptops at Home. OpenAI Adds Codex to ChatGPT Mobile App
You'll never escape your vibe coding projects as long as you have your phone with you.

Leave Those Laptops at Home. OpenAI Adds Codex to ChatGPT Mobile App
You'll never escape your vibe coding projects as long as you have your phone with you.

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Google Could Limit New Gmail Accounts to Only 5GB of Free Storage
A report suggests that Google's 15GB free tier is at risk as the company tests a lower 5GB cap for new sign-ups.

Google Could Limit New Gmail Accounts to Only 5GB of Free Storage
A report suggests that Google's 15GB free tier is at risk as the company tests a lower 5GB cap for new sign-ups.

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Android 16 Bug Allows Apps to Ignore VPNs and Leak IP Addresses
A newly discovered vulnerability circumvents even always-on VPNs for Android users.

Android 16 Bug Allows Apps to Ignore VPNs and Leak IP Addresses
A newly discovered vulnerability circumvents even always-on VPNs for Android users.

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Today's Wordle Hints, Answer and Help for May 16,
Here are hints and the answer for today's Wordle for May 16, No. 1,792.

Today's Wordle Hints, Answer and Help for May 16,
Here are hints and the answer for today's Wordle for May 16, No. 1,792.

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NordVPN Survey: Americans Worry Most About the Wrong Part of Cybercrime
You're the weakest link in your own cybersecurity. And scam calls and emails are the biggest threat.

NordVPN Survey: Americans Worry Most About the Wrong Part of Cybercrime
You're the weakest link in your own cybersecurity. And scam calls and emails are the biggest threat.

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AI Researchers, Ask Yourself These 6 Questions to Strengthen Your Moral Muscles
Guest column: If you're building the most powerful technology ever, you're going to need to learn to activate your principles.

AI Researchers, Ask Yourself These 6 Questions to Strengthen Your Moral Muscles
Guest column: If you're building the most powerful technology ever, you're going to need to learn to activate your principles.

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The New Gemini Isn't the Siri We Need video
Many of Android's new AI features focus on ways to spend your money faster. Is this what we have to look forward to in the new Siri updates? CNET's Bridget Carey looks at the Gemini Intelligence news and what Apple should (and shouldn't) copy for iPhone users.

The New Gemini Isn't the Siri We Need video
Many of Android's new AI features focus on ways to spend your money faster. Is this what we have to look forward to in the new Siri updates? CNET's Bridget Carey looks at the Gemini Intelligence news and what Apple should (and shouldn't) copy for iPhone users.

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-

This New Gemini Is Not the Siri We Need
Commentary: I hope Apple gives us something more relatable for its next version of Siri.

This New Gemini Is Not the Siri We Need
Commentary: I hope Apple gives us something more relatable for its next version of Siri.

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-

Don't Buy an Expensive OLED! Alienware's $349 27-Incher Rocks Casual Gaming (and It Does 240Hz) video
Alienware just dropped the cheapest OLED gaming monitor we've seen, but are the savings worth it? Here's our opinion of the 27 240Hz QD-OLED.

Don't Buy an Expensive OLED! Alienware's $349 27-Incher Rocks Casual Gaming (and It Does 240Hz) video
Alienware just dropped the cheapest OLED gaming monitor we've seen, but are the savings worth it? Here's our opinion of the 27 240Hz QD-OLED.

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-

Google to Detail Agentic AI Models at I/O, Android 17 Features and Smart Glasses Reveal Expected | Tech Today video
Wes Ott covers a preview of the upcoming Google I/O developer conference. Google is expected to detail its agentic AI models, Android 17 features, and a first look at consumer smart glasses running Android XR. Plus, we may get a first official look at Aluminium OS, the merger of Android and ChromeOS.

Google to Detail Agentic AI Models at I/O, Android 17 Features and Smart Glasses Reveal Expected | Tech Today video
Wes Ott covers a preview of the upcoming Google I/O developer conference. Google is expected to detail its agentic AI models, Android 17 features, and a first look at consumer smart glasses running Android XR. Plus, we may get a first official look at Aluminium OS, the merger of Android and ChromeOS.

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Asus and Xreal's $849 Gaming Display Glasses Are Available for Preorder
They come with a dock and can work at 240Hz, but they're not cheap.

Asus and Xreal's $849 Gaming Display Glasses Are Available for Preorder
They come with a dock and can work at 240Hz, but they're not cheap.

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Today's NYT Mini Crossword Answers for Friday, May 15
Here are the answers for The New York Times Mini Crossword for May 15.

Today's NYT Mini Crossword Answers for Friday, May 15
Here are the answers for The New York Times Mini Crossword for May 15.

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We Got Chatbots to Turn Over Personal Information. How to Keep Yours Safe
Your personal information, such as phone numbers and addresses, may already be accessible online.

We Got Chatbots to Turn Over Personal Information. How to Keep Yours Safe
Your personal information, such as phone numbers and addresses, may already be accessible online.

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You Can Now Make Apps on Meta Display Glasses if You Want To
Meta opens up ways to develop for its glasses, just as Google's glasses draw near.

You Can Now Make Apps on Meta Display Glasses if You Want To
Meta opens up ways to develop for its glasses, just as Google's glasses draw near.

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Today's NYT Connections: Sports Edition Hints and Answers for May 15,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 15, No. 599.

Today's NYT Connections: Sports Edition Hints and Answers for May 15,
Here are hints and the answers for the NYT Connections: Sports Edition puzzle for May 15, No. 599.

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Today's NYT Strands Hints, Answers and Help for May 15,
Here are hints and answers for the NYT Strands puzzle for May 15, No. 803.

Today's NYT Strands Hints, Answers and Help for May 15,
Here are hints and answers for the NYT Strands puzzle for May 15, No. 803.

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Today's Wordle Hints, Answer and Help for May 15,
Here are hints and the answer for today's Wordle for May 15, No. 1,791.

Today's Wordle Hints, Answer and Help for May 15,
Here are hints and the answer for today's Wordle for May 15, No. 1,791.

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Today's NYT Connections Hints, Answers and Help for May 15,
Here are some hints and the answers for the NYT Connections puzzle for May 15, No. 1,069.

Today's NYT Connections Hints, Answers and Help for May 15,
Here are some hints and the answers for the NYT Connections puzzle for May 15, No. 1,069.

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GTA 6: Preorder Rumors, Release Date, Pricing, Locations and More
The next installment of the Grand Theft Auto series is poised to dominate 2026. Here's what we know so far.

GTA 6: Preorder Rumors, Release Date, Pricing, Locations and More
The next installment of the Grand Theft Auto series is poised to dominate 2026. Here's what we know so far.

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Madonna, Shakira and BTS Teaming Up for FIFA World Cup Final Halftime Show
You'll be able to watch the July event from home.

Madonna, Shakira and BTS Teaming Up for FIFA World Cup Final Halftime Show
You'll be able to watch the July event from home.

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The Fitbit Air's Bare-Bones Design Is Hiding a Much Bigger Strategy
Google's $99 screenless Whoop rival may get users in the door, but the company is betting AI coaching features will keep them coming back.

The Fitbit Air's Bare-Bones Design Is Hiding a Much Bigger Strategy
Google's $99 screenless Whoop rival may get users in the door, but the company is betting AI coaching features will keep them coming back.

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Cisco Chair and CEO Chuck Robbins joins ‘Squawk on the Street’ to discuss the company’s quarterly earnings results, Silicon One strategy, the company’s AI investment, restructuring plan, growth outlook, and more.
More RSS Feeds: (

Cisco Chair and CEO Chuck Robbins joins ‘Squawk on the Street’ to discuss the company’s quarterly earnings results, Silicon One strategy, the company’s AI investment, restructuring plan, growth outlook, and more.
More RSS Feeds: (

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Cisco CEO Chuck Robbins: There’s a networking supercycle that we’re entering right now

Cisco CEO Chuck Robbins: There’s a networking supercycle that we’re entering right now

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How to Enable Xbox: Embrace the Gamepad on Your Gaming PC video
Microsoft finally bridged the gap between PC and console. From a unified game library to improved performance, here's how the new native Xbox Mode transforms your humdrum PC into the ultimate couch-gaming machine.

How to Enable Xbox: Embrace the Gamepad on Your Gaming PC video
Microsoft finally bridged the gap between PC and console. From a unified game library to improved performance, here's how the new native Xbox Mode transforms your humdrum PC into the ultimate couch-gaming machine.

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Why 'The Devil Wears Prada 2' is the Perfect Sequel video
In an era of endless reboots and sequels, The Devil Wears Prada 2 managed to do the impossible: stay true to its roots while evolving for a new generation. In our latest episode of How It Hits, we take a look at the "legacy sequel" phenomenon through the lens of one of cinema's most stylish comedies. We break down the return of Meryl Streep, Anne Hathaway, Stanley Tucci, and Emily Blunt, and look at how the shift from print to digital journalism provides the perfect backdrop for the continued power struggle between Andy and Miranda. Groundbreaking? Actually, yes.

Why 'The Devil Wears Prada 2' is the Perfect Sequel video
In an era of endless reboots and sequels, The Devil Wears Prada 2 managed to do the impossible: stay true to its roots while evolving for a new generation. In our latest episode of How It Hits, we take a look at the "legacy sequel" phenomenon through the lens of one of cinema's most stylish comedies. We break down the return of Meryl Streep, Anne Hathaway, Stanley Tucci, and Emily Blunt, and look at how the shift from print to digital journalism provides the perfect backdrop for the continued power struggle between Andy and Miranda. Groundbreaking? Actually, yes.

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LG OLED G6 Series Review: Top-End TV Net Gain for Picture Quality
For movie fans, the G6 OLED is especially good, but it's up against some serious competition from the Samsung S95H.

LG OLED G6 Series Review: Top-End TV Net Gain for Picture Quality
For movie fans, the G6 OLED is especially good, but it's up against some serious competition from the Samsung S95H.

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Cisco Catalyst SD-WAN Manager Vulnerabilities
Multiple vulnerabilities in Cisco Catalyst SD-WAN Manager, formerly SD-WAN vManage, could allow a remote attacker to gain access to sensitive information, elevate privileges, or gain unauthorized access to the application.
For more information about these vulnerabilities, see the Details ( section of this advisory.
Cisco has released software updates that address these vulnerabilities. There are no workarounds that address these vulnerabilities.
Cisco strongly recommends that customers upgrade to the fixed software indicated in this advisory.
This advisory is available at the following link:
Security Impact Rating: Critical
CVE: CVE-2026-20209,CVE-2026-20210,CVE-2026-20224

Cisco Catalyst SD-WAN Manager Vulnerabilities
Multiple vulnerabilities in Cisco Catalyst SD-WAN Manager, formerly SD-WAN vManage, could allow a remote attacker to gain access to sensitive information, elevate privileges, or gain unauthorized access to the application.
For more information about these vulnerabilities, see the Details ( section of this advisory.
Cisco has released software updates that address these vulnerabilities. There are no workarounds that address these vulnerabilities.
Cisco strongly recommends that customers upgrade to the fixed software indicated in this advisory.
This advisory is available at the following link:
Security Impact Rating: Critical
CVE: CVE-2026-20209,CVE-2026-20210,CVE-2026-20224

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Cisco Catalyst SD-WAN Controller Authentication Bypass Vulnerability
May 2026: This security advisory provides the details and fix information for a vulnerability that was discovered and fixed after the Cisco Catalyst SD-WAN Controller Authentication Bypass Vulnerability ( was disclosed in February 2026. This new advisory is for a new vulnerability in the control connection handshaking. The Indicators of Compromise ( section of this advisory includes Show Control Connections guidance to help with system checks.
A vulnerability in the peering authentication in Cisco Catalyst SD-WAN Controller, formerly SD-WAN vSmart, and Cisco Catalyst SD-WAN Manager, formerly SD-WAN vManage, could allow an unauthenticated, remote attacker to bypass authentication and obtain administrative privileges on an affected system.
This vulnerability exists because the peering authentication mechanism in an affected system is not working properly. An attacker could exploit this vulnerability by sending crafted requests to the affected system. A successful exploit could allow the attacker to log in to an affected Cisco Catalyst SD-WAN Controller as an internal, high-privileged, non-root user account. Using this account, the attacker could access NETCONF, which would then allow the attacker to manipulate network configuration for the SD-WAN fabric.
Cisco has released software updates that address this vulnerability. There are no workarounds that address this vulnerability.
Important: To preserve possible indicators of compromise, customers should issue the request admin-tech command from each of the control components in the SD-WAN deployment before upgrading. After the admin-tech file has been collected, software should be upgraded at the earliest opportunity.
This advisory is available at the following link:
Security Impact Rating: Critical
CVE: CVE-2026-20182

Cisco Catalyst SD-WAN Controller Authentication Bypass Vulnerability
May 2026: This security advisory provides the details and fix information for a vulnerability that was discovered and fixed after the Cisco Catalyst SD-WAN Controller Authentication Bypass Vulnerability ( was disclosed in February 2026. This new advisory is for a new vulnerability in the control connection handshaking. The Indicators of Compromise ( section of this advisory includes Show Control Connections guidance to help with system checks.
A vulnerability in the peering authentication in Cisco Catalyst SD-WAN Controller, formerly SD-WAN vSmart, and Cisco Catalyst SD-WAN Manager, formerly SD-WAN vManage, could allow an unauthenticated, remote attacker to bypass authentication and obtain administrative privileges on an affected system.
This vulnerability exists because the peering authentication mechanism in an affected system is not working properly. An attacker could exploit this vulnerability by sending crafted requests to the affected system. A successful exploit could allow the attacker to log in to an affected Cisco Catalyst SD-WAN Controller as an internal, high-privileged, non-root user account. Using this account, the attacker could access NETCONF, which would then allow the attacker to manipulate network configuration for the SD-WAN fabric.
Cisco has released software updates that address this vulnerability. There are no workarounds that address this vulnerability.
Important: To preserve possible indicators of compromise, customers should issue the request admin-tech command from each of the control components in the SD-WAN deployment before upgrading. After the admin-tech file has been collected, software should be upgraded at the earliest opportunity.
This advisory is available at the following link:
Security Impact Rating: Critical
CVE: CVE-2026-20182

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Cisco Crosswork Network Controller and Cisco Network Services Orchestrator Advisory
Following the initial publication of the Security Advisory about a denial of service (DoS) condition in Cisco Crosswork Network Controller and Cisco Network Services Orchestrator (NSO), additional information has been made available to the Cisco Product Security Incident Response Team (PSIRT).
Upon further analysis, the Cisco PSIRT has reclassified this issue as a customer-configurable, resource management issue rather than a security vulnerability.
This advisory is available at the following link:
Security Impact Rating: Informational
CVE: CVE-2026-20188

Cisco Crosswork Network Controller and Cisco Network Services Orchestrator Advisory
Following the initial publication of the Security Advisory about a denial of service (DoS) condition in Cisco Crosswork Network Controller and Cisco Network Services Orchestrator (NSO), additional information has been made available to the Cisco Product Security Incident Response Team (PSIRT).
Upon further analysis, the Cisco PSIRT has reclassified this issue as a customer-configurable, resource management issue rather than a security vulnerability.
This advisory is available at the following link:
Security Impact Rating: Informational
CVE: CVE-2026-20188

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$ gpg --verify canary-034-2023.txt.sig.simon canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 01:47:52 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
Again, the exact output will differ, but the final line of output from each gpg --verify command should always start with gpg: Good signature from... followed by an appropriate key.
For this announcement (QSB-114), the commands are:
$ gpg --verify qsb-114-2026.txt.sig.marmarek qsb-114-2026.txt
$ gpg --verify qsb-114-2026.txt.sig.simon qsb-114-2026.txt
You can also verify the signatures directly from this announcement in addition to or instead of verifying the files from the qubes-secpack. Simply copy and paste the QSB-114 text into a plain text file and do the same for both signature files. Then, perform the same authentication steps as listed above, substituting the filenames above with the names of the files you just created.

$ gpg --verify canary-034-2023.txt.sig.simon canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 01:47:52 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
Again, the exact output will differ, but the final line of output from each gpg --verify command should always start with gpg: Good signature from... followed by an appropriate key.
For this announcement (QSB-114), the commands are:
$ gpg --verify qsb-114-2026.txt.sig.marmarek qsb-114-2026.txt
$ gpg --verify qsb-114-2026.txt.sig.simon qsb-114-2026.txt
You can also verify the signatures directly from this announcement in addition to or instead of verifying the files from the qubes-secpack. Simply copy and paste the QSB-114 text into a plain text file and do the same for both signature files. Then, perform the same authentication steps as listed above, substituting the filenames above with the names of the files you just created.

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244047,
    "views": 1
  }
}

-

{
  "actors": [
    "AM PST",
    "Simon Gaiser",
    "Qubes Security Pack"
  ],
  "entities": [
    "Signature",
    "Thu",
    "Mar",
    "AM PST",
    "RSA",
    "Good",
    "Simon Gaiser",
    "Qubes Security Pack",
    "Again",
    "For",
    "QSB",
    "You",
    "Simply",
    "Then"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Simon Gaiser",
    "Qubes Security Pack"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "AM PST"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [
    "02 Mar 2023",
    "52 AM"
  ],
  "numbers": [
    "034",
    "2023",
    "02",
    "01",
    "47",
    "52",
    "114",
    "2026"
  ],
  "percentages": [],
  "times": [
    "01:47"
  ]
}

{
  "action_missing_reason": "no_trigger_or_generic_action_match",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "",
  "candidate_event_subtype": "unknown",
  "candidate_event_type": "",
  "event_action_signature": "",
  "event_core_signature": "",
  "event_subtype": "unknown",
  "event_trigger_hits_count": "0",
  "event_type": "",
  "event_type_missing_reason": "no_event_type_candidate",
  "feature_version": 1,
  "generic_event_action_candidate": "",
  "generic_event_identity_confidence": "0.00",
  "generic_event_identity_reasons": "",
  "generic_event_type_candidate": "",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "analysis",
  "post_semantic_subtype_confidence": "0.82",
  "post_semantic_subtype_reasons": "analysis_marker:summary",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "analysis",
  "subtype_before": "unknown",
  "subtype_fallback_reason": "",
  "updated_at": "2026-05-14T16:23:12.683868+00:00"
}

-

gpg: key 8C05216CE09C093C: 1 signature not checked due to a missing key
gpg: key 8C05216CE09C093C: public key "HW42 (Qubes Signing Key)" imported
gpg: key DA0434BC706E1FCF: public key "Simon Gaiser (Qubes OS signing key)" imported
gpg: key 8CE137352A019A17: 2 signatures not checked due to missing keys
gpg: key 8CE137352A019A17: public key "Andrew David Wong (Qubes Documentation Signing Key)" imported
gpg: key AAA743B42FBC07A9: public key "Brennan Novak (Qubes Website & Documentation Signing)" imported
gpg: key B6A0BB95CA74A5C3: public key "Joanna Rutkowska (Qubes Documentation Signing Key)" imported
gpg: key F32894BE9684938A: public key "Marek Marczykowski-Górecki (Qubes Documentation Signing Key)" imported
gpg: key 6E7A27B909DAFB92: public key "Hakisho Nukama (Qubes Documentation Signing Key)" imported
gpg: key 485C7504F27D0A72: 1 signature not checked due to a missing key
gpg: key 485C7504F27D0A72: public key "Sven Semmler (Qubes Documentation Signing Key)" imported
gpg: key BB52274595B71262: public key "unman (Qubes Documentation Signing Key)" imported
gpg: key DC2F3678D272F2A8: 1 signature not checked due to a missing key
gpg: key DC2F3678D272F2A8: public key "Wojtek Porczyk (Qubes OS documentation signing key)" imported
gpg: key FD64F4F9E9720C4D: 1 signature not checked due to a missing key
gpg: key FD64F4F9E9720C4D: public key "Zrubi (Qubes Documentation Signing Key)" imported
gpg: key DDFA1A3E36879494: "Qubes Master Signing Key" not changed
gpg: key 1848792F9E2795E9: public key "Qubes OS Release 4 Signing Key" imported
gpg: qubes-secpack/keys/release-keys/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key D655A4F21830E06A: public key "Marek Marczykowski-Górecki (Qubes security pack)" imported
gpg: key ACC2602F3F48CB21: public key "Qubes OS Security Team" imported
gpg: qubes-secpack/keys/security-team/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 4AC18DE1112E1490: public key "Simon Gaiser (Qubes Security Pack signing key)" imported
gpg: Total number processed: 17
gpg: imported: 16
gpg: unchanged: 1
gpg: marginals needed: 3 completes needed: 1 trust model: pgp
gpg: depth: 0 valid: 1 signed: 6 trust: 0-, 0q, 0n, 0m, 0f, 1u
gpg: depth: 1 valid: 6 signed: 0 trust: 6-, 0q, 0n, 0m, 0f, 0u
Verify signed Git tags.
$ cd qubes-secpack/
$ git tag -v `git describe`
object 266e14a6fae57c9a91362c9ac784d3a891f4d351
type commit
tag marmarek_sec_266e14a6
tagger Marek Marczykowski-Górecki 1677757924 +0100
Tag for commit 266e14a6fae57c9a91362c9ac784d3a891f4d351
gpg: Signature made Thu 02 Mar 2023 03:52:04 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
The exact output will differ, but the final line should always start with gpg: Good signature from... followed by an appropriate key. The [full] indicates full trust, which this key inherits in virtue of being validly signed by the QMSK.
Verify PGP signatures, e.g.:
$ cd QSBs/
$ gpg --verify qsb-087-2022.txt.sig.marmarek qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 04:05:51 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify qsb-087-2022.txt.sig.simon qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 03:50:42 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
$ cd ../canaries/
$ gpg --verify canary-034-2023.txt.sig.marmarek canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 03:51:48 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]

gpg: key 8C05216CE09C093C: 1 signature not checked due to a missing key
gpg: key 8C05216CE09C093C: public key "HW42 (Qubes Signing Key)" imported
gpg: key DA0434BC706E1FCF: public key "Simon Gaiser (Qubes OS signing key)" imported
gpg: key 8CE137352A019A17: 2 signatures not checked due to missing keys
gpg: key 8CE137352A019A17: public key "Andrew David Wong (Qubes Documentation Signing Key)" imported
gpg: key AAA743B42FBC07A9: public key "Brennan Novak (Qubes Website & Documentation Signing)" imported
gpg: key B6A0BB95CA74A5C3: public key "Joanna Rutkowska (Qubes Documentation Signing Key)" imported
gpg: key F32894BE9684938A: public key "Marek Marczykowski-Górecki (Qubes Documentation Signing Key)" imported
gpg: key 6E7A27B909DAFB92: public key "Hakisho Nukama (Qubes Documentation Signing Key)" imported
gpg: key 485C7504F27D0A72: 1 signature not checked due to a missing key
gpg: key 485C7504F27D0A72: public key "Sven Semmler (Qubes Documentation Signing Key)" imported
gpg: key BB52274595B71262: public key "unman (Qubes Documentation Signing Key)" imported
gpg: key DC2F3678D272F2A8: 1 signature not checked due to a missing key
gpg: key DC2F3678D272F2A8: public key "Wojtek Porczyk (Qubes OS documentation signing key)" imported
gpg: key FD64F4F9E9720C4D: 1 signature not checked due to a missing key
gpg: key FD64F4F9E9720C4D: public key "Zrubi (Qubes Documentation Signing Key)" imported
gpg: key DDFA1A3E36879494: "Qubes Master Signing Key" not changed
gpg: key 1848792F9E2795E9: public key "Qubes OS Release 4 Signing Key" imported
gpg: qubes-secpack/keys/release-keys/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key D655A4F21830E06A: public key "Marek Marczykowski-Górecki (Qubes security pack)" imported
gpg: key ACC2602F3F48CB21: public key "Qubes OS Security Team" imported
gpg: qubes-secpack/keys/security-team/retired: read error: Is a directory
gpg: no valid OpenPGP data found.
gpg: key 4AC18DE1112E1490: public key "Simon Gaiser (Qubes Security Pack signing key)" imported
gpg: Total number processed: 17
gpg: imported: 16
gpg: unchanged: 1
gpg: marginals needed: 3 completes needed: 1 trust model: pgp
gpg: depth: 0 valid: 1 signed: 6 trust: 0-, 0q, 0n, 0m, 0f, 1u
gpg: depth: 1 valid: 6 signed: 0 trust: 6-, 0q, 0n, 0m, 0f, 0u
Verify signed Git tags.
$ cd qubes-secpack/
$ git tag -v `git describe`
object 266e14a6fae57c9a91362c9ac784d3a891f4d351
type commit
tag marmarek_sec_266e14a6
tagger Marek Marczykowski-Górecki 1677757924 +0100
Tag for commit 266e14a6fae57c9a91362c9ac784d3a891f4d351
gpg: Signature made Thu 02 Mar 2023 03:52:04 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
The exact output will differ, but the final line should always start with gpg: Good signature from... followed by an appropriate key. The [full] indicates full trust, which this key inherits in virtue of being validly signed by the QMSK.
Verify PGP signatures, e.g.:
$ cd QSBs/
$ gpg --verify qsb-087-2022.txt.sig.marmarek qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 04:05:51 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]
$ gpg --verify qsb-087-2022.txt.sig.simon qsb-087-2022.txt
gpg: Signature made Wed 23 Nov 2022 03:50:42 AM PST
gpg: using RSA key EA18E7F040C41DDAEFE9AA0F4AC18DE1112E1490
gpg: Good signature from "Simon Gaiser (Qubes Security Pack signing key)" [full]
$ cd ../canaries/
$ gpg --verify canary-034-2023.txt.sig.marmarek canary-034-2023.txt
gpg: Signature made Thu 02 Mar 2023 03:51:48 AM PST
gpg: using RSA key 2D1771FE4D767EDC76B089FAD655A4F21830E06A
gpg: Good signature from "Marek Marczykowski-Górecki (Qubes security pack)" [full]

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244046,
    "views": 1
  }
}

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{
  "actors": [
    "Qubes Signing Key",
    "Simon Gaiser",
    "Qubes OS",
    "Andrew David Wong",
    "Qubes Documentation Signing Key",
    "Brennan Novak",
    "Qubes Website",
    "Documentation Signing",
    "Joanna Rutkowska",
    "Marek Marczykowski",
    "Hakisho Nukama",
    "Sven Semmler",
    "Wojtek Porczyk",
    "Qubes Master Signing Key",
    "Qubes OS Release",
    "Signing Key",
    "Qubes OS Security Team",
    "Qubes Security Pack",
    "AM PST",
    "Verify PGP"
  ],
  "entities": [
    "Qubes Signing Key",
    "Simon Gaiser",
    "Qubes OS",
    "Andrew David Wong",
    "Qubes Documentation Signing Key",
    "Brennan Novak",
    "Qubes Website",
    "Documentation Signing",
    "Joanna Rutkowska",
    "Marek Marczykowski",
    "Hakisho Nukama",
    "Sven Semmler",
    "Wojtek Porczyk",
    "Zrubi",
    "Qubes Master Signing Key",
    "Qubes OS Release",
    "Signing Key",
    "Is",
    "OpenPGP",
    "Qubes",
    "Qubes OS Security Team",
    "Qubes Security Pack",
    "Total",
    "Verify",
    "Git",
    "Tag",
    "Signature",
    "Thu",
    "Mar",
    "AM PST",
    "RSA",
    "Good",
    "The",
    "QMSK",
    "Verify PGP",
    "QSBs",
    "Wed",
    "Nov"
  ],
  "event_core_signatures": [],
  "event_keyphrases": [],
  "event_object_signatures": [],
  "event_trigger_hits": [],
  "event_type_candidates": [],
  "generic_location_candidates": [],
  "locations": [],
  "mentioned_actors": [
    "Simon Gaiser",
    "Qubes OS",
    "Andrew David Wong",
    "Qubes Documentation Signing Key",
    "Brennan Novak",
    "Qubes Website",
    "Documentation Signing",
    "Joanna Rutkowska",
    "Marek Marczykowski",
    "Hakisho Nukama",
    "Sven Semmler",
    "Wojtek Porczyk",
    "Qubes Master Signing Key",
    "Qubes OS Release",
    "Signing Key",
    "Qubes OS Security Team",
    "Qubes Security Pack",
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    "Verify PGP"
  ],
  "normalized_actors": [],
  "normalized_locations": [],
  "primary_actors": [
    "Qubes Signing Key"
  ],
  "reacting_actor": []
}

{
  "currencies": [],
  "dates": [
    "1 signature",
    "2 signatures",
    "4 Signing",
    "17\ngpg",
    "16\ngpg",
    "1\ngpg",
    "3 completes",
    "1 trust",
    "0 valid",
    "1 signed",
    "6 trust",
    "1 valid",
    "6 signed",
    "0 trust",
    "02 Mar 2023",
    "04 AM",
    "23 Nov 2022",
    "51 AM",
    "42 AM",
    "48 AM"
  ],
  "numbers": [
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  ],
  "percentages": [],
  "times": [
    "03:52",
    "04:05",
    "03:50",
    "03:51"
  ]
}

{
  "action_missing_reason": "",
  "boilerplate_detected": "false",
  "candidate_event_action_signature": "sports",
  "candidate_event_subtype": "sports",
  "candidate_event_type": "sports",
  "event_action_signature": "sports",
  "event_core_signature": "",
  "event_subtype": "sports",
  "event_trigger_hits_count": "0",
  "event_type": "sports",
  "event_type_missing_reason": "",
  "feature_version": 1,
  "generic_event_action_candidate": "sports",
  "generic_event_identity_confidence": "0.72",
  "generic_event_identity_reasons": "generic_action:sports_result",
  "generic_event_type_candidate": "sports",
  "is_multi_reaction": "false",
  "location_missing_reason": "no_registry_or_generic_location_match",
  "parent_event_signature": "",
  "post_semantic_subtype": "sports",
  "post_semantic_subtype_confidence": "0.86",
  "post_semantic_subtype_reasons": "sports_marker",
  "post_type": "summary",
  "promotional_suffix_removed": "false",
  "semantic_registry_loaded": "true",
  "subtype_after": "sports",
  "subtype_before": "sports",
  "subtype_fallback_reason": "",
  "updated_at": "2026-05-14T16:23:11.355866+00:00"
}

-

gpg: key DDFA1A3E36879494: public key "Qubes Master Signing Key" imported
gpg: Total number processed: 1
gpg: imported: 1
(For more ways to obtain the QMSK, see How to import and authenticate the Qubes Master Signing Key (
View the fingerprint of the PGP key you just imported. (Note: gpg> indicates a prompt inside of the GnuPG program. Type what appears after it when prompted.)
$ gpg --edit-key 0x427F11FD0FAA4B080123F01CDDFA1A3E36879494
gpg (GnuPG) 2.2.27; Copyright (C) 2021 Free Software Foundation, Inc.
This is free software: you are free to change and redistribute it.
There is NO WARRANTY, to the extent permitted by law.
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
gpg> fpr
pub rsa4096/DDFA1A3E36879494 2010-04-01 Qubes Master Signing Key
Primary key fingerprint: 427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
Important: At this point, you still don’t know whether the key you just imported is the genuine QMSK or a forgery. In order for this entire procedure to provide meaningful security benefits, you must authenticate the QMSK out-of-band. Do not skip this step! The standard method is to obtain the QMSK fingerprint from multiple independent sources in several different ways and check to see whether they match the key you just imported. For more information, see How to import and authenticate the Qubes Master Signing Key (
Tip: After you have authenticated the QMSK out-of-band to your satisfaction, record the QMSK fingerprint in a safe place (or several) so that you don’t have to repeat this step in the future.
Once you are satisfied that you have the genuine QMSK, set its trust level to 5 (“ultimate”), then quit GnuPG with q.
gpg> trust
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please decide how far you trust this user to correctly verify other users' keys
(by looking at passports, checking fingerprints from different sources, etc.)
1 = I don't know or won't say
2 = I do NOT trust
3 = I trust marginally
4 = I trust fully
5 = I trust ultimately
m = back to the main menu
Your decision? 5
Do you really want to set this key to ultimate trust? (y/N) y
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: ultimate validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please note that the shown key validity is not necessarily correct
unless you restart the program.
gpg> q
Use Git to clone the qubes-secpack repo.
$ git clone
Cloning into 'qubes-secpack'...
remote: Enumerating objects: 4065, done.
remote: Counting objects: 100% (1474/1474), done.
remote: Compressing objects: 100% (742/742), done.
remote: Total 4065 (delta 743), reused 1413 (delta 731), pack-reused 2591
Receiving objects: 100% (4065/4065), 1.64 MiB | 2.53 MiB/s, done.
Resolving deltas: 100% (1910/1910), done.
Import the included PGP keys. (See our PGP key policies ( for important information about these keys.)
$ gpg --import qubes-secpack/keys/*/*
gpg: key 063938BA42CFA724: public key "Marek Marczykowski-Górecki (Qubes OS signing key)" imported
gpg: qubes-secpack/keys/core-devs/retired: read error: Is a directory
gpg: no valid OpenPGP data found.

gpg: key DDFA1A3E36879494: public key "Qubes Master Signing Key" imported
gpg: Total number processed: 1
gpg: imported: 1
(For more ways to obtain the QMSK, see How to import and authenticate the Qubes Master Signing Key (
View the fingerprint of the PGP key you just imported. (Note: gpg> indicates a prompt inside of the GnuPG program. Type what appears after it when prompted.)
$ gpg --edit-key 0x427F11FD0FAA4B080123F01CDDFA1A3E36879494
gpg (GnuPG) 2.2.27; Copyright (C) 2021 Free Software Foundation, Inc.
This is free software: you are free to change and redistribute it.
There is NO WARRANTY, to the extent permitted by law.
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
gpg> fpr
pub rsa4096/DDFA1A3E36879494 2010-04-01 Qubes Master Signing Key
Primary key fingerprint: 427F 11FD 0FAA 4B08 0123 F01C DDFA 1A3E 3687 9494
Important: At this point, you still don’t know whether the key you just imported is the genuine QMSK or a forgery. In order for this entire procedure to provide meaningful security benefits, you must authenticate the QMSK out-of-band. Do not skip this step! The standard method is to obtain the QMSK fingerprint from multiple independent sources in several different ways and check to see whether they match the key you just imported. For more information, see How to import and authenticate the Qubes Master Signing Key (
Tip: After you have authenticated the QMSK out-of-band to your satisfaction, record the QMSK fingerprint in a safe place (or several) so that you don’t have to repeat this step in the future.
Once you are satisfied that you have the genuine QMSK, set its trust level to 5 (“ultimate”), then quit GnuPG with q.
gpg> trust
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: unknown validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please decide how far you trust this user to correctly verify other users' keys
(by looking at passports, checking fingerprints from different sources, etc.)
1 = I don't know or won't say
2 = I do NOT trust
3 = I trust marginally
4 = I trust fully
5 = I trust ultimately
m = back to the main menu
Your decision? 5
Do you really want to set this key to ultimate trust? (y/N) y
pub rsa4096/DDFA1A3E36879494
created: 2010-04-01 expires: never usage: SC
trust: ultimate validity: unknown
[ unknown] (1). Qubes Master Signing Key
Please note that the shown key validity is not necessarily correct
unless you restart the program.
gpg> q
Use Git to clone the qubes-secpack repo.
$ git clone
Cloning into 'qubes-secpack'...
remote: Enumerating objects: 4065, done.
remote: Counting objects: 100% (1474/1474), done.
remote: Compressing objects: 100% (742/742), done.
remote: Total 4065 (delta 743), reused 1413 (delta 731), pack-reused 2591
Receiving objects: 100% (4065/4065), 1.64 MiB | 2.53 MiB/s, done.
Resolving deltas: 100% (1910/1910), done.
Import the included PGP keys. (See our PGP key policies ( for important information about these keys.)
$ gpg --import qubes-secpack/keys/*/*
gpg: key 063938BA42CFA724: public key "Marek Marczykowski-Górecki (Qubes OS signing key)" imported
gpg: qubes-secpack/keys/core-devs/retired: read error: Is a directory
gpg: no valid OpenPGP data found.

{
  "connector": "telegram",
  "connector_metadata": {
    "connector": "telegram",
    "forwards": 0,
    "reply_to_msg_id": null,
    "telegram_channel_id": "100001",
    "telegram_message_id": 244045,
    "views": 1
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}

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{
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}

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