• About TC
  • Affiliate Disclaimer
  • Privacy Policy
  • TOS
  • Contact
Wednesday, July 23, 2025
Techcratic
No Result
View All Result
  • AI
    Artificial Intelligence

    Vibe Coding Something Useful with Repl.it

    Artificial Intelligence

    Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment…

    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

  • Apple
    iOS 26 beta leak hints at unexpected name for Apple’s ‘HomePad’

    iOS 26 beta leak hints at unexpected name for Apple’s ‘HomePad’

    the ultimate portable power bank

    the ultimate portable power bank

    Threads expands Insights with broader analytics

    Threads expands Insights with broader analytics

    VSCO launches ‘Capture’, its camera app with analog-style filters

    VSCO launches ‘Capture’, its camera app with analog-style filters

    iOS 26 beta image hints at Apple Watch sleep score

    iOS 26 beta image hints at Apple Watch sleep score

    Apple Ring could light up to show notifications

    Apple Ring could light up to show notifications

    Infuse video player updated with iCloud Drive streaming support, more

    Infuse video player updated with iCloud Drive streaming support, more

    Future MacBook rumor: removable camera, rotating screen

    Future MacBook rumor: removable camera, rotating screen

    Apple releasing six new iPhones in 2027 shouldn’t be a surprise

    Apple releasing six new iPhones in 2027 shouldn’t be a surprise

  • ComputerWorld
    Microsoft will stop using Chinese workers on US DoD systems

    Microsoft will stop using Chinese workers on US DoD systems

    The first traces of GPT-5 have appeared

    The first traces of GPT-5 have appeared

    Microsoft SharePoint zero-day breach hits on-prem servers

    Microsoft SharePoint zero-day breach hits on-prem servers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    The security risks of implementing AI

    The security risks of implementing AI

    Why empathy and collaboration are the keys to cyber success

    Why empathy and collaboration are the keys to cyber success

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    The car as Office: Mercedes integrates Teams, Intune and Copilot

  • Gaming

    Game Review: No Mercy

    Tempest Rising – Official Gameplay Overview Trailer

    Tempest Rising – Official Gameplay Overview Trailer

    SpongeBob's Game Frenzy – Gameplay Walkthrough Video Part 1 (iOS Android)

    SpongeBob's Game Frenzy – Gameplay Walkthrough Video Part 1 (iOS Android)

    Palia Review

    Palia Review

    Yes, it’s called Battlefield 6, and the reveal trailer is coming soon

    Yes, it’s called Battlefield 6, and the reveal trailer is coming soon

    Star Fox 64 3D – GameTrailers Review

    Star Fox 64 3D – GameTrailers Review

    How to get Refined Carbon in Abiotic Factor

    How to get Refined Carbon in Abiotic Factor

    Sandwich Runner – SpeedRun All Levels Gameplay Walkthrough Android,ios New Update Ep 541

    Sandwich Runner – SpeedRun All Levels Gameplay Walkthrough Android,ios New Update Ep 541

    How Financial Services Companies Use Agentic AI to Enhance Productivity, Efficiency and Security

    How Financial Services Companies Use Agentic AI to Enhance Productivity, Efficiency and Security

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    Trump Withdraws US From UNESCO, Again

    Trump Withdraws US From UNESCO, Again

    How To Create A Digital Collage On Your Phone Using The Photolayers App

    How To Create A Digital Collage On Your Phone Using The Photolayers App

    Secure Data Room Options For Creative Brief Storage

    Secure Data Room Options For Creative Brief Storage

    Where The **** Is The 4K N64 From Analogue?

    Where The **** Is The 4K N64 From Analogue?

    Top 5 Best Laptops for Graphic Design in 2025: Creativity Without Limits

    Top 5 Best Laptops for Graphic Design in 2025: Creativity Without Limits

    How to Make Etsy Sales So Fast It Feels ILLEGAL

    How to Make Etsy Sales So Fast It Feels ILLEGAL

    5 High Salary Computer Jobs for Arts Students | Computer Courses | 5 Most In-demand Computer Jobs

    5 High Salary Computer Jobs for Arts Students | Computer Courses | 5 Most In-demand Computer Jobs

    Max Xeno Karnig Presents "12 Paintings" @ Alchemilla at Palazzo Vizzani Sanguinetti, Bologna

    Max Xeno Karnig Presents "12 Paintings" @ Alchemilla at Palazzo Vizzani Sanguinetti, Bologna

  • Tech Deals
    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    ASRock Phantom Gaming Radeon RX 7900 XTX 24GB OC GDDR6 PCI Express 4.0, Boost Clock*: Up…

    ASRock Phantom Gaming Radeon RX 7900 XTX 24GB OC GDDR6 PCI Express 4.0, Boost Clock*: Up…

    OWC 2TB Express 1M2 Portable NVMe SSD USB4 (Thunderbolt Compatible/USB-C) Ultra Fast…

    OWC 2TB Express 1M2 Portable NVMe SSD USB4 (Thunderbolt Compatible/USB-C) Ultra Fast…

    acer Aspire 3 Premium Laptop Computer Featuring Backlit Keyboard | AMD Ryzen 7 7730U CPU…

    acer Aspire 3 Premium Laptop Computer Featuring Backlit Keyboard | AMD Ryzen 7 7730U CPU…

    Super Console X2 Pro Retro Game Console Pre-Built-in 100000+Games, Retro Game Console…

    Super Console X2 Pro Retro Game Console Pre-Built-in 100000+Games, Retro Game Console…

    ACEMAGIC AMD Laptop,AMD Ryzen 7 5000 Series(8C/16T), Radeon RX Vega 8 Graphics,15.6“FHD…

    ACEMAGIC AMD Laptop,AMD Ryzen 7 5000 Series(8C/16T), Radeon RX Vega 8 Graphics,15.6“FHD…

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    Tesla (TSLA) sales continue to slide in California

    Tesla (TSLA) sales are down 21% in biggest US EV market, dragging whole market down

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    Under Seat Organizer Boxs for Tesla Model Y 2020-2025 2PCS Hidden Felt Fabric Storage…

    Under Seat Organizer Boxs for Tesla Model Y 2020-2025 2PCS Hidden Felt Fabric Storage…

    Rear Car Seat Covers Custom Fit for Tesla Model Y 2025 2020-2024 Breathable Interior…

    Rear Car Seat Covers Custom Fit for Tesla Model Y 2025 2020-2024 Breathable Interior…

    JOYTUTUS Lockable Roof Rack Cross Bars Compatible with Volkswagen VW Atlas 2017-2025…

    JOYTUTUS Lockable Roof Rack Cross Bars Compatible with Volkswagen VW Atlas 2017-2025…

    3K Carbon Fiber Spoiler for Tesla Model Y 2024-2020 Rear Lip Trunk Matte Spoiler for…

    3K Carbon Fiber Spoiler for Tesla Model Y 2024-2020 Rear Lip Trunk Matte Spoiler for…

  • UFO
    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Shamans of the Amazon 3 DVD Special Edition

    Shamans of the Amazon 3 DVD Special Edition

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    P8 Drone How To Successfully Bind & Connect To The Camera

    P8 Drone How To Successfully Bind & Connect To The Camera

    Vaulted Skulls & Co Alien Sunglasses | Alien Costume Glasses | Mantis Costume Sunglasses | Insect Glasses | Standard Size

    Vaulted Skulls & Co Alien Sunglasses | Alien Costume Glasses | Mantis Costume Sunglasses | Insect Glasses | Standard Size

    UFO Disclosure Truth or Disinformation #trend #foryou #viralshorts  #rtx5090 #jre #funnymoments #fyp

    UFO Disclosure Truth or Disinformation #trend #foryou #viralshorts #rtx5090 #jre #funnymoments #fyp

    PATPAT Matching Swimsuits for Couples V Neck One Piece Swimwear Drawstring Waist Swim Trunks Summer Beach Bathing Suits

    PATPAT Matching Swimsuits for Couples V Neck One Piece Swimwear Drawstring Waist Swim Trunks Summer Beach Bathing Suits

  • AI
    Artificial Intelligence

    Vibe Coding Something Useful with Repl.it

    Artificial Intelligence

    Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment…

    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

  • Apple
    iOS 26 beta leak hints at unexpected name for Apple’s ‘HomePad’

    iOS 26 beta leak hints at unexpected name for Apple’s ‘HomePad’

    the ultimate portable power bank

    the ultimate portable power bank

    Threads expands Insights with broader analytics

    Threads expands Insights with broader analytics

    VSCO launches ‘Capture’, its camera app with analog-style filters

    VSCO launches ‘Capture’, its camera app with analog-style filters

    iOS 26 beta image hints at Apple Watch sleep score

    iOS 26 beta image hints at Apple Watch sleep score

    Apple Ring could light up to show notifications

    Apple Ring could light up to show notifications

    Infuse video player updated with iCloud Drive streaming support, more

    Infuse video player updated with iCloud Drive streaming support, more

    Future MacBook rumor: removable camera, rotating screen

    Future MacBook rumor: removable camera, rotating screen

    Apple releasing six new iPhones in 2027 shouldn’t be a surprise

    Apple releasing six new iPhones in 2027 shouldn’t be a surprise

  • ComputerWorld
    Microsoft will stop using Chinese workers on US DoD systems

    Microsoft will stop using Chinese workers on US DoD systems

    The first traces of GPT-5 have appeared

    The first traces of GPT-5 have appeared

    Microsoft SharePoint zero-day breach hits on-prem servers

    Microsoft SharePoint zero-day breach hits on-prem servers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    The security risks of implementing AI

    The security risks of implementing AI

    Why empathy and collaboration are the keys to cyber success

    Why empathy and collaboration are the keys to cyber success

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

    The car as Office: Mercedes integrates Teams, Intune and Copilot

    The car as Office: Mercedes integrates Teams, Intune and Copilot

  • Gaming

    Game Review: No Mercy

    Tempest Rising – Official Gameplay Overview Trailer

    Tempest Rising – Official Gameplay Overview Trailer

    SpongeBob's Game Frenzy – Gameplay Walkthrough Video Part 1 (iOS Android)

    SpongeBob's Game Frenzy – Gameplay Walkthrough Video Part 1 (iOS Android)

    Palia Review

    Palia Review

    Yes, it’s called Battlefield 6, and the reveal trailer is coming soon

    Yes, it’s called Battlefield 6, and the reveal trailer is coming soon

    Star Fox 64 3D – GameTrailers Review

    Star Fox 64 3D – GameTrailers Review

    How to get Refined Carbon in Abiotic Factor

    How to get Refined Carbon in Abiotic Factor

    Sandwich Runner – SpeedRun All Levels Gameplay Walkthrough Android,ios New Update Ep 541

    Sandwich Runner – SpeedRun All Levels Gameplay Walkthrough Android,ios New Update Ep 541

    How Financial Services Companies Use Agentic AI to Enhance Productivity, Efficiency and Security

    How Financial Services Companies Use Agentic AI to Enhance Productivity, Efficiency and Security

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    Trump Withdraws US From UNESCO, Again

    Trump Withdraws US From UNESCO, Again

    How To Create A Digital Collage On Your Phone Using The Photolayers App

    How To Create A Digital Collage On Your Phone Using The Photolayers App

    Secure Data Room Options For Creative Brief Storage

    Secure Data Room Options For Creative Brief Storage

    Where The **** Is The 4K N64 From Analogue?

    Where The **** Is The 4K N64 From Analogue?

    Top 5 Best Laptops for Graphic Design in 2025: Creativity Without Limits

    Top 5 Best Laptops for Graphic Design in 2025: Creativity Without Limits

    How to Make Etsy Sales So Fast It Feels ILLEGAL

    How to Make Etsy Sales So Fast It Feels ILLEGAL

    5 High Salary Computer Jobs for Arts Students | Computer Courses | 5 Most In-demand Computer Jobs

    5 High Salary Computer Jobs for Arts Students | Computer Courses | 5 Most In-demand Computer Jobs

    Max Xeno Karnig Presents "12 Paintings" @ Alchemilla at Palazzo Vizzani Sanguinetti, Bologna

    Max Xeno Karnig Presents "12 Paintings" @ Alchemilla at Palazzo Vizzani Sanguinetti, Bologna

  • Tech Deals
    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    ASRock Phantom Gaming Radeon RX 7900 XTX 24GB OC GDDR6 PCI Express 4.0, Boost Clock*: Up…

    ASRock Phantom Gaming Radeon RX 7900 XTX 24GB OC GDDR6 PCI Express 4.0, Boost Clock*: Up…

    OWC 2TB Express 1M2 Portable NVMe SSD USB4 (Thunderbolt Compatible/USB-C) Ultra Fast…

    OWC 2TB Express 1M2 Portable NVMe SSD USB4 (Thunderbolt Compatible/USB-C) Ultra Fast…

    acer Aspire 3 Premium Laptop Computer Featuring Backlit Keyboard | AMD Ryzen 7 7730U CPU…

    acer Aspire 3 Premium Laptop Computer Featuring Backlit Keyboard | AMD Ryzen 7 7730U CPU…

    Super Console X2 Pro Retro Game Console Pre-Built-in 100000+Games, Retro Game Console…

    Super Console X2 Pro Retro Game Console Pre-Built-in 100000+Games, Retro Game Console…

    ACEMAGIC AMD Laptop,AMD Ryzen 7 5000 Series(8C/16T), Radeon RX Vega 8 Graphics,15.6“FHD…

    ACEMAGIC AMD Laptop,AMD Ryzen 7 5000 Series(8C/16T), Radeon RX Vega 8 Graphics,15.6“FHD…

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    Tesla (TSLA) sales continue to slide in California

    Tesla (TSLA) sales are down 21% in biggest US EV market, dragging whole market down

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    Under Seat Organizer Boxs for Tesla Model Y 2020-2025 2PCS Hidden Felt Fabric Storage…

    Under Seat Organizer Boxs for Tesla Model Y 2020-2025 2PCS Hidden Felt Fabric Storage…

    Rear Car Seat Covers Custom Fit for Tesla Model Y 2025 2020-2024 Breathable Interior…

    Rear Car Seat Covers Custom Fit for Tesla Model Y 2025 2020-2024 Breathable Interior…

    JOYTUTUS Lockable Roof Rack Cross Bars Compatible with Volkswagen VW Atlas 2017-2025…

    JOYTUTUS Lockable Roof Rack Cross Bars Compatible with Volkswagen VW Atlas 2017-2025…

    3K Carbon Fiber Spoiler for Tesla Model Y 2024-2020 Rear Lip Trunk Matte Spoiler for…

    3K Carbon Fiber Spoiler for Tesla Model Y 2024-2020 Rear Lip Trunk Matte Spoiler for…

  • UFO
    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Shamans of the Amazon 3 DVD Special Edition

    Shamans of the Amazon 3 DVD Special Edition

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    P8 Drone How To Successfully Bind & Connect To The Camera

    P8 Drone How To Successfully Bind & Connect To The Camera

    Vaulted Skulls & Co Alien Sunglasses | Alien Costume Glasses | Mantis Costume Sunglasses | Insect Glasses | Standard Size

    Vaulted Skulls & Co Alien Sunglasses | Alien Costume Glasses | Mantis Costume Sunglasses | Insect Glasses | Standard Size

    UFO Disclosure Truth or Disinformation #trend #foryou #viralshorts  #rtx5090 #jre #funnymoments #fyp

    UFO Disclosure Truth or Disinformation #trend #foryou #viralshorts #rtx5090 #jre #funnymoments #fyp

    PATPAT Matching Swimsuits for Couples V Neck One Piece Swimwear Drawstring Waist Swim Trunks Summer Beach Bathing Suits

    PATPAT Matching Swimsuits for Couples V Neck One Piece Swimwear Drawstring Waist Swim Trunks Summer Beach Bathing Suits

No Result
View All Result
Techcratic
No Result
View All Result
Home Hacker News

Bypassing Watermark Implementations | by Kulkan Security | Jun, 2025

Hacker News by Hacker News
July 22, 2025
in Hacker News
Reading Time: 24 mins read
121
A A
0

2025-07-22 12:03:00
blog.kulkan.com

Kulkan Security

Zoom image will be displayed

Bypassing Watermark Implementations

I’ve executed penetration testing of multiple applications in the past, some of which offered among their features the ability to protect online streaming of assets with a Watermark, and each implementation had its own peculiarities. By Assets I mean video, images and PDFs. Interestingly enough, some of the techniques covered in this post may also apply to Paywall implementations.

In this blog post, I wanted to share my experience testing different sample watermarking implementations and ways in which I, along with the rest of the team here in Kulkan, have managed to circumvent intended protections.

I’m not going to be covering attacks related to Digital Rights Management (DRM) implementations, although in one of the cases below we will look into a typical key-retrieval and decryption process which, depending on how it gets implemented, could be DRM-like. If you’re interested in learning more about DRM for Web/mobile streaming, a good starting point is looking into the different Browser/Platform-based frameworks listed below:

This post contains my experience strengthening the security of Watermark-based solutions for our customers.

Before we dive in: I strongly discourage Piracy and Illegal distribution of proprietary content. I’m hoping the information contained in this post will either help the reader improve the security of their implementations, or help testers and developers improve the security of their [customer] implementations.

Watermarks come normally with one or more of 3 main use-cases:

  • Copyright; watermarks can visibly indicate the rightful owner of the content, serving as a means of asserting copyright.
  • Discouraging unauthorized distribution; by explicitly displaying on screen an ID or authentication-string bound to the identity of the entity or person displaying the content. This clearly does not prevent theft or distribution, but it is meant to introduce a level of accountability.
  • Forensics and traceability. In addition to the last use-case where its incentive works best when the watermark is visible on screen, there can also be hidden or invisible watermarks which enable the tracing of a specific asset back to the identity of the party that rendered, streamed, or reproduced it, supporting post-distribution investigations.

This section covers a series of Watermark implementations I’ve taken a shot at during penetration testing in the past; they do not represent a complete list of alternatives — you will likely run into so many more!

Removing a trivial HTML element

The simplest and least-secure implementation of a Watermark. Implemented via a floating div or HTML element that sits on top of the asset. Removing the Watermark is as simple as removing the HTML element. Very similar to poorly implemented Paywalls. No security whatsoever, pretty straightforward.

Zoom image will be displayed

JavaScript based Watermarks

A more advanced version of the simple HTML-based Watermark. The element is created dynamically and monitored from JavaScript. If you try to remove the element, it gets re-created, and/or an exception handler takes care of stopping the reproduction of the asset abruptly to prevent it from being displayed without the watermark. In these cases, the JavaScript code is normally obfuscated and contains as many anti-debugging features as possible without breaking its intended functionality.

Ways to try and circumvent these implementations include:

Checking if the JavaScript file is required for the asset to play.

Otherwise intercepting a server-response and directly removing the file might lead to a bypass. Refer to sections below for more information on this.

Beautifying the code and debugging it to..

  • Learn how the Loading/Drawing/Stream-Stopping process is implemented.
  • Learn to patch any of the aforementioned flows.

Playing with Styles

An approach I’ve used in the past involves messing with CSS and Styles. If you can’t modify the element directly, you may be able to apply changes in style to it. For example, stuff I’ve tried in the past includes:

  • Hiding the element or modifying its height/width.
  • Changing the element color properties (eg background same as text, transparency, …)
  • Making the font really small, or really, really big.
  • Messing with its x/y position on screen.

Others discussed in sections below.

Picture in Picture

Most browsers have introduced support for Picture in Picture (PiP) in streaming/playback of video, a feature that has already been standardized across all major browsers and is documented in W3C: https://www.w3.org/TR/picture-in-picture/. Forcing PiP on a video element is as easy as calling its requestPictureInPicture() method:

Zoom image will be displayed

To my surprise, there was a time in which I managed to easily escape from a Watermark that was enforced on a highly controlled video element by turning on Picture in Picture! Plus, the resulting floating window can be resized at your convenience.

When the User becomes the Attacker

It is a typical mistake in client-side Watermark implementations to forget that the attacker is (with exceptions, e.g. DRM) in full control of the client logic and the data exchanged between the client and the server; which is why many resort to obfuscation to achieve security through obscurity.

Subresource Integrity used incorrectly.

I once ran into an implementation that relied on a JavaScript-based Watermark, and the logic resided in a JavaScript file which was loaded in HTML with SRI in order to prevent tampering. The JavaScript was not only in charge of the Watermark but also loading and playing assets; therefore it was required in order for the assets to be displayed.

For anyone unaware of how SRI works, it is a security feature that allows browsers to verify that resources (e.g. scripts) fetched from third-party servers haven’t been tampered with. It works by including a cryptographic hash (like SHA-256) of the file in the tag which fetches the file. When the browser downloads the resource, it calculates its own hash and compares it to the one provided. If they don’t match, the browser refuses to execute or apply the resource, protecting users from compromised CDN files or man-in-the-middle attacks.

The customer got surprised when I showed him that I could just remove SRI altogether by intercepting the server response, before the browser even loaded the stream, that way my browser would not even know it had to enforce the protection.

Disabling Picture in Picture

Another typical mistake may be to rely on the ability to Disable Picture-in-Picture as described in W3 at: https://www.w3.org/TR/picture-in-picture/#disable-pip — Disabling PiP should be viewed as a user experience feature, not a security mechanism. Users can easily bypass this restriction and re-enable PiP, even in complex scenarios where the video element is continuously recreated and all related attributes are reapplied. Mozilla in its documentation states that Firefox users can even ignore requests to disable PiP altogether by changing a value in User configuration.

Messing with the content of the Watermark

Let’s assume for a second that you can’t break the logic which renders and displays the Watermark. An implementation I once tested displayed, as part of the watermark, the name of the account streaming the asset. And guess what? The name was configurable through the user’s profile. If it isn’t the name of the account streaming, it could as easily be the username, or some other piece of information that could be altered by the attacker prior to reproducing content.

In a way this relates to “injection”, because even if the attacker only partially controls the data displayed in the Watermark, the data under control could include enough characters (or non-ASCII) to force the sensitive data out of view.

In the sections above we’ve mostly looked at circumventing protections enforced by the designated player or client; but what if we look behind the scenes at how that video is being delivered to the client and we were able to just save the video, and reproduce it elsewhere? It is a common misconception to believe that, disregarding whether a video stream is watermarked or not, that it can’t be reproduced outside the Origin or the player where it was meant to be streamed.

I’m going to focus on HLS (HTTP Live Streaming) as it is a widely adopted method for delivering video over the Internet, and it is also the method I’m experienced in.

If the implementation uses HLS, it relies on the client-side player retrieving an m3u8 file with pointers to locations/URLs of video and audio segments. An m3u8 file is highly configurable and can support multiple resolutions, audio streams, and more. Refer to RFC8216 for detailed information on HLS and m3u8 files, available at:

Our ability to eavesdrop on, and capture, traffic whether by inspecting browser network activity (in the case of browser-based players) or by intercepting it through a tool such as PortSwigger Burp or OWASP ZAP will allow us to inspect/analyze the contents of the m3u8 playlist file.

However, capturing just the m3u8 playlist isn’t always sufficient, at least not if we intend to re-create those assets locally and become free of having to load them each time we want to reproduce the video. Along those lines, we also need to be aware that video and audio segments are often stored at temporary, access-controlled locations (e.g. stored in an S3 bucket, with a signature that expires an hour after creation.) In such cases, it’s crucial to not only capture the playlist but also download each segment promptly to preserve the full stream offline. And “promptly” may not even do it if we’re looking at one-time URLs, which is why proxying and capturing the traffic during playback will be critical.

And if you’re looking at sensitive assets, it will likely be the case that each of the segments may be encrypted. Fortunately, HLS encryption is typically designed to secure content during transit rather than impose complex DRM. The m3u8 file usually specifies the encryption method and includes the URI of the key, along with any necessary parameters such as the Initialization Vector (IV), especially when using ciphers like AES-128-CBC. This information can be used to decrypt the media segments and reconstruct the stream for offline playback.

The following sections walk you through different alternatives at the time of downloading segments and recreating videos for offline playback. Needless to say, and back to the main point of this article, this would only get rid of a Watermark if it was not burnt into the video itself, may that be visually or invisibly.

Delegating the work to ffmpeg

ffmpeg is a widely adopted open-source tool used to decode, encode, transcode, mux, demux, stream, filter and play pretty much anything that humans and machines have created, and it can read from an arbitrary number of inputs (which can be regular files, pipes, network streams, grabbing devices, etc).

And it accepts an m3u8 playlist as input. The following sample script will read from a m3u8 playlist, and save the video to disk after decoding each segment:

PLAYLIST="https://xxxxxxx/playlist.m3u8"
OUTPUT="saved_video.mp4"
ffmpeg -i "$PLAYLIST" -crf 50 $OUTPUT

Manually decrypting segments

The following sample m3u8 excerpt references an encryption Key and an Initialization Vector that were used to encrypt a video segment:

#EXTM3U
#EXT-X-VERSION:3
#EXT-X-TARGETDURATION:16
#EXT-X-MEDIA-SEQUENCE:0
#EXT-X-PLAYLIST-TYPE:VOD
#EXT-X-KEY:METHOD=AES-128,URI="encryption_key",IV=0x764062cf53cf5e569f1323151dc38bec
#EXTINF:15.701333,
stream000000.ts
#EXT-X-ENDLIST

In order to decrypt the contents of stream000000.ts we’ll first get the contents of the key, the segment, and the IV. And we can then rely on openssl to decrypt its contents:

KEY=$(cat encryption_key | hexdump -e '16/1 "%02x"')
IV=764062cf53cf5e569f1323151dc38bec
openssl aes-128-cbc -d -in stream000000.ts -out test.ts -K $KEY -iv $IV

We should now be able to play segments directly, or we could create a new m3u8 playlist which references the decrypted segment and no encryption information whatsoever:

#EXTM3U
#EXT-X-VERSION:3
#EXT-X-TARGETDURATION:16
#EXT-X-MEDIA-SEQUENCE:0
#EXT-X-PLAYLIST-TYPE:VOD
#EXTINF:15.701333,
decrypted_segment_000000.ts
#EXT-X-ENDLIST

Scripting the decryption with m3u8_decrypt.py

Even if ffmpeg already solves your current use-case; or openssl may look like enough to take care of the job; there may be scenarios in which you may need to, or want to, script the decryption process.

That is why I put together m3u8_decrypt.py which we’ve published on our GitHub repository at:

The script uses Python’s cryptographic libraries to:

  • Download an encrypted HLS stream (.m3u8 and associated segments)
  • Fetch decryption keys
  • Decrypt each video segment
  • Save the decrypted segments locally

While watermarking can add an important layer of accountability and deterrence to content distribution, many implementations are easily bypassed when challenged by an attacker with client-side control. If you’re developing a secure streaming solution, consider combining watermarking with hardened delivery mechanisms, such as server-side rendering or DRM, where applicable.

Sebastian Savini [LinkedIn] [X]
Security Consultant @ Kulkan

Kulkan Security (www.kulkan.com) is a boutique offensive security firm specialized in Penetration Testing. If you’re looking for a Pentest partner, we’re here. Reach out to us via our website, at www.kulkan.com

More on Kulkan at:

Subscribe to our newsletter at:

Source Link


Keep your files stored safely and securely with the SanDisk 2TB Extreme Portable SSD. With over 69,505 ratings and an impressive 4.6 out of 5 stars, this product has been purchased over 8K+ times in the past month. At only $129.99, this Amazon’s Choice product is a must-have for secure file storage.

Help keep private content private with the included password protection featuring 256-bit AES hardware encryption. Order now for just $129.99 on Amazon!


Unlock unlimited streaming with a free Amazon Prime trial!
Sign up today!

Help Power Techcratic’s Future – Scan To Support

If Techcratic’s content and insights have helped you, consider giving back by supporting the platform with crypto. Every contribution makes a difference, whether it’s for high-quality content, server maintenance, or future updates. Techcratic is constantly evolving, and your support helps drive that progress.

As a solo operator who wears all the hats, creating content, managing the tech, and running the site, your support allows me to stay focused on delivering valuable resources. Your support keeps everything running smoothly and enables me to continue creating the content you love. I’m deeply grateful for your support, it truly means the world to me! Thank you!

BITCOIN

Bitcoin Logo

Bitcoin QR Code

bc1qlszw7elx2qahjwvaryh0tkgg8y68enw30gpvge

Scan the QR code with your crypto wallet app

DOGECOIN

Dogecoin Logo

Dogecoin QR Code

D64GwvvYQxFXYyan3oQCrmWfidf6T3JpBA

Scan the QR code with your crypto wallet app

ETHEREUM

Ethereum Logo

Ethereum QR Code

0xe9BC980DF3d985730dA827996B43E4A62CCBAA7a

Scan the QR code with your crypto wallet app

Please read the Privacy and Security Disclaimer on how Techcratic handles your support.

Disclaimer: As an Amazon Associate, Techcratic may earn from qualifying purchases.

Tags: Hacker News
Share162Share28ShareShare4ShareTweet101
Hacker News

Hacker News

Stay updated with Hacker News, where technology meets entrepreneurial spirit. Get the latest on tech trends, startup news, and discussions from the tech community. Read the latest updates here at Techcratic.

Related Posts

Qwen3-Coder: Agentic Coding in the World
Hacker News

Qwen3-Coder: Agentic Coding in the World

July 22, 2025
1.3k
mozilla-ai/any-llm: Communicate with an LLM provider using a single interface
Hacker News

mozilla-ai/any-llm: Communicate with an LLM provider using a single interface

July 22, 2025
1.3k
Threat Actors Target Linux SSH Servers to Deploy SVF Botnet
Hacker News

Threat Actors Target Linux SSH Servers to Deploy SVF Botnet

July 22, 2025
1.3k
ETQ Reliance RCE Flaw Grants Full SYSTEM Access with a Single Space
Hacker News

ETQ Reliance RCE Flaw Grants Full SYSTEM Access with a Single Space

July 22, 2025
1.3k
Hackers Selling macOS 0-Day LPE Exploit on Dark Forums
Hacker News

Hackers Selling macOS 0-Day LPE Exploit on Dark Forums

July 22, 2025
1.3k
Dark Web Travel Agencies Exploit Cheap Deals to Steal Credit Card Data
Hacker News

Dark Web Travel Agencies Exploit Cheap Deals to Steal Credit Card Data

July 22, 2025
1.3k
A Bug in the Mail – by Shayne O’Sullivan
Hacker News

A Bug in the Mail – by Shayne O’Sullivan

July 22, 2025
1.3k
How to break the ‘AI hype cycle’ and make good AI decisions for your organization
Hacker News

How to break the ‘AI hype cycle’ and make good AI decisions for your organization

July 21, 2025
1.3k
Load More
Next Post
Win for chemical industry as EPA shutters scientific research office

Win for chemical industry as EPA shutters scientific research office

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Your Tech Resources

  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • Forbes
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo
  • Google News
  • Hacker News
  • Harvard Tech
  • I Like Cats ™
  • I Like Dogs ™
  • LifeHacker
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • PC World
  • Photofocus
  • Physics
  • Random Tech
  • Retro Rewind ™
  • Robot Report
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Art
  • Tech Careers
  • Tech Deals
  • Techcratic ™
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Tech News

  • 30 Second Tech ™
  • AI
  • Apple Insider
  • Ars Technica
  • CNET
  • ComputerWorld
  • Crypto News
  • Cybersecurity
  • Endgadget
  • ExtremeTech
  • Fossbytes
  • Gaming
  • GeekWire
  • Gizmodo

Tech News

  • Harvard Tech
  • MacRumors
  • Macworld
  • Mashable
  • Microsoft
  • MIT Tech
  • Physics
  • PC World
  • Random Tech
  • Retro Rewind ™
  • SiliconANGLE
  • SlashGear
  • Smartphone
  • StackSocial
  • Tech Careers

Tech News​

  • Tech Art
  • TechCrunch
  • Techdirt
  • TechRepublic
  • Techs Got To Eat ™
  • TechSpot
  • Tesla
  • The Verge
  • TNW
  • Trusted Reviews
  • UFO
  • VentureBeat
  • Visual Capitalist
  • Wired
  • ZDNet

Site Links

  • About Techcratic
  • Affiliate Disclaimer
  • Affiliate Link Policy
  • Contact Techcratic
  • Dealors Discount Store
  • Privacy and Security Disclaimer
  • Privacy Policy
  • RSS Feed
  • Site Map
  • Support Techcratic
  • Techcratic
  • Tech Deals
  • TOS
  • 𝕏
Click For A Secret Deal

BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

U.S. withdraws from UNESCO over ‘divisive social and cultural causes’ : NPR

Amazon buys wearable AI device maker Bee for an undisclosed sum

Today’s NYT Mini Crossword Answers for July 23

Samsung Galaxy Z Flip7 FE in for review

Your Milwaukee Packout Set-Up Can Be Even More Organized With This New System

Techcratic – Your All In One Tech Hub
© 2020 – 2025
All Rights Reserved
∞

No Result
View All Result
  • 30 Second Tech ™
  • AI
  • App Zone ™
  • Apple
  • Ars Technica
  • CNET
  • Crypto News
  • Cybersecurity
  • Endgadget
  • Gaming
  • I Like Cats ™
  • I Like Dogs ™
  • MacRumors
  • Macworld
  • Tech Deals
  • Techcratic ™
  • Techs Got To Eat ™
  • Tesla
  • UFO
  • Wired