Sony Pixel Power calrec Sony

Cobalt Iron Secures Patent on Applying Machine Learning t...

20/11/2023

Cobalt Iron Inc., a leading provider of SaaS-based enterprise data protection, today announced that it has received another new patent, this time for machine learning-driven cyber inspection. Issued on Sept. 19, U.S. Patent 11765187 introduces new capabilities for Cobalt Iron Compass , an enterprise SaaS backup platform. When fully implemented, the new techniques will apply machine learning analysis to determine which cyber inspection tools are most appropriate and effective for given data or cyber threats. They will also allow businesses to adjust proactively and automatically to which, how, and when cyber inspection tools are used to validate corporate data. This optimizes cyber inspection operations, thus improving cyber event detection and data validation processes.

Cyber attacks are increasing in frequency and sophistication. While businesses continue to harden various resources and parts of the IT environment, nefarious characters continue to change their attack approaches and targets. Cyber protections that worked yesterday or are working today may be insufficient in the near future. Companies also need more insights into how well their cyber resiliency schemes are working. In particular, analytics around cyber protection, detection, and inspection operations are woefully lacking in the industry.

This invention addresses those concerns. It qualified for a patent because of several unique characteristics:

Historical analysis of the usage of multiple cyber inspection tools and their effectiveness in detecting different types of cyber events in particular types of data.

The application of machine learning techniques to cyber inspection operations.

Automatic adjustment of a time range to perform cyber inspection operations based on cyber attack indications.

Automatic adjustment of policy-driven cyber inspection using multiple cyber inspection tools and multiple cyber inspection levels:

o at different times or events in the life cycle of a data object.

o or for different types of cyber events.

This patent introduces machine learning technology advancements that will refine and optimize how Compass applies multiple cyber inspection tools depending on the conditions. Specifically, the techniques disclosed in this patent:

Store and analyze machine learning training data associated with a plurality of cyber attacks (including ransomware attacks), inspection class policies, data protection operations, cyber inspection operations, and operational forensics data.

Establish inspection-class policies to specify, for each plurality of security conditions or events, a class of inspection tools and a specific level of inspection to perform within a defined security zone.

o A specific type of data to be inspected.

o A certain point in a data life cycle (e.g., on creation, modification, backup, recovery, etc.) for the specific type of data to be inspected.

Monitor for a variety of security conditions and events.

When a new security condition or event occurs, upon analysis of the machine learning training data and inspection class policies, determine an inspection tool and a specific level of inspection to perform on specific data at a certain point in the data life cycle.

Perform the determined cyber inspection operations.

Dynamically adjust the class of inspection tool and the specific level of cyber inspection to perform on the data to lower the risk and impact of future cyber attacks.

Dynamically adjust a time range to perform cyber inspection operations based on cyber attack indications.

Perform cyber attack forensics and historical analysis to determine particular data objects attacked, attack patterns, attack timings, attack sources, and other proactive insights into cyber attack activities and consequences.

Restrict access control to data objects similar to particular data objects attacked.

For example, Compass might use these techniques to analyze cyber attack patterns and targets, recognize specific types of data or applications being targeted, and automatically restrict access control to similar types of data or applications in the enterprise.

In another instance, the technology might enable Compass to analyze machine learning training data from previous cyber attacks and previous cyber inspection operations to determine whether a different cyber inspection tool or a different level of inspection would be more effective at detecting particular types of cyber attack patterns. And if so, it may dynamically adjust the cyber inspection tool or level of inspection it performs against particular types of data in future cyber inspection operations.

The business outcome: lower risk of undetected cyber security events and continually improved data validation operations.

Organizations are in dire need of more proactive assistance in protecting their data and other IT resources and in detecting suspicious cyber activities, said Rob Marett, chief technology officer at Cobalt Iron. These new techniques apply machine learning analysis to figure out in advance which cyber inspection tools will be best for different scenarios. This allows businesses to continually optimize cyber inspection operations, thus improving their ability to detect cyber events and validate data.
LINK: https://kitplus.com/news/cobalt-iron-secures-patent-on-applying-machin...
See more stories from tvbay

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

09/10/2026

Dolby Expands Dolby OptiView Platform with New Capabilities at IBC 2026

September 10 2026, 06:00 (PDT) Dolby Expands Dolby OptiView Platform with New Capabilities at IBC 2026 New Sports Intelligence helps providers better unders...

07/10/2026

Dalet Flex LTS Delivers Smarter Media Operations from Ingest to Distribution

Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...

23/09/2026

NHK Technologies Inc. Chooses Calrec for Sports Production

Download Now! To receive a short case study showcasing NHK Technologies, Inc. (NT) s audio setup, please enter the following details: -- First Name* Fir...

23/09/2026

McDonald's takes top spot as New Zealand's fast-food tastes evolve, according to Nielsen

Nielsen CMI data reveals a changing fast-food landscape, with value, convenience...

23/09/2026

AFP, Dalet To Collaborate On News Video Provenance, Authenticity

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

Spectrum News NECN Launches Across New England

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

COW Jobs: Blender on Windows - Generalist - Remote

COW Jobs: Blender on Windows - Generalist - Remote Brie Clayton September 23, 2026 0 Comments Application Users - Blender on Windows - Generalist Se...

23/09/2026

Bitfocus wins IBC2026 Best of Show Award for latest Butto...

Version 1.8 recognised for new workflow tools, boosted control panel flexibility and ease of integration into IP networks...

23/09/2026

Hiltron Reports a Successful IBC2026

Hiltron Communications reports a successful 2026 International Broadcasting Convention, held at the RAI Amsterdam. Exhibiting on stand A37 in Hall 1, Hiltron ex...

23/09/2026

LiveU Showcases AI Driven Production Alongside Resilient...

Reinforcing its long-term commitment to the Middle East and North Africa (MENA) broadcast market, LiveU is presenting the Q Era at CABSAT 2026, on Stand H1-D35 ...

23/09/2026

AFP and Dalet Partner to Strengthen the Provenance and Au...

Agence France-Presse (AFP), a global news agency, and Dalet, a leading technology and service provider for media-rich organizations, today announced a partnersh...

23/09/2026

Berklee Connect Unlocks the Power of a Global Network

Berklee Connect Unlocks the Power of a Global Network Katie Vitolins BM '04 knows firsthand what Berklee's alumni community can make possible. Now she...

23/09/2026

Study: Renewals for Streaming Shows Continue to Decline

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

Study: More Than 4 in 10 U.S. Adults Own or Are Interested in Smart Glasses

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

Television Critics Association Revises Bylaws to Address AI

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

eX Celebrates Completion of Holland Mich. FTTP Network

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

Gray Media Renews Ohio Valley Conference Deal

Share Copy link Facebook X Linkedin Bluesky Email...

23/09/2026

QuickLink StudioPro Powers Next Generation Student Media...

Westminster Schools, a K through 12 school in Atlanta, Georgia with approximately 2,000 students, has transformed its student broadcast and digital storytelling...

23/09/2026

UK Pavilion Brings Leading British Technology to CABSAT a...

The 2026 edition of CABSAT and SATExpo may have a new home and dates in the diary, but it still retains a strong presence from UK companies in the GREAT Britain...

23/09/2026

Glensound marks 60 years with new audio developments at C...

Glensound will return to CABSAT with new developments in professional monitoring and Dante interfacing, alongside its established commentary, esports and parlia...

23/09/2026

Comscore Partners with datafuelX to Bring Seamless Currency Adoption Into a Comprehensive Planning and Stewardship Workflow

Comscore Partners with datafuelX to Bring Seamless Currency Adoption Into a Comp...

23/09/2026

SES Appoints Michel Scholer to Board of Directors

Luxembourg, 23 September 2026 - SES today announced the appointment of Mr. Michel Scholer, Secretary General of the Luxembourg Government and Chief of Staff to ...

23/09/2026

New RT series Ceol le Chile amplifies the multicultural voices of Ireland today

RT One and RT Player, Friday 25 September Ceol le Ch ile, a new series that follows Irish artists as they collaborate with musicians from diverse background...

23/09/2026

RT true crime podcast Unsolved reveals significant new evidence in the case of missing person Philip Cairns

Available now on RT Listen New information has come to light in the case of mi...

23/09/2026

Sakeena Fiza Helps NVIDIA Hardware Succeed at Scale

When Sakeena Fiza describes her work as a validation engineer at NVIDIA, she does so in terms more befitting a detective story than a world-class engineering la...

22/09/2026

Young Journalist Award 2026: Meet the Final 12

From Malaysia to Mexico and from DR Congo to Ukraine, this year's 12 finalists for the 2026 Thomson Foundation Young Journalist of the Year award tell extra...

22/09/2026

ESPN, Precision Lasers Light Up NHL Player Media Tour in Las Vegas

The annual preseason content-gathering event brought 36 NHL players to Las Vegas, where ESPN used 2.5 kilowatts of laser power and a motion-control camera syste...

22/09/2026

Neumann Introduces KK 104 A and KK 105 A Wireless Capsule Heads

Neumann has introduced the KK 104 A (cardioid) and KK 105 A (supercardioid) wireless capsule heads, succeeding the KK 204 and KK 205. The new capsules are compa...

22/09/2026

NFL and TMRW Sports Announce Pro Flag Showcase During Super Bowl LXI Week

The NFL and TMRW Sports have announced a new annual Pro Flag Showcase to be held during Super Bowl LXI week in Los Angeles. The event will feature top flag foot...

22/09/2026

Washington State University Unveils New Daktronics Video Board and Audio System at Gesa Field

Washington State University has unveiled a new end zone video display and audio ...

22/09/2026

SVG Sit-Down: Disney's Dave Johnson on ESPN's New 4K HDR Distribution Pipeline and What It Means for Super Bowl LXI and Beyond

Disney's SVP of Live Operations and Engineering details the technology behin...

22/09/2026

Cosm Promotes Mazen Alawar to SVP of Marketing, Alexis Scalice to VP of Cosm Studios

Cosm has announced two senior promotions. Mazen Alawar has been promoted to SVP,...

22/09/2026

Mississippi State University Extends Camera Relationship with KOKUSAI DENKI

Mississippi State University's University Television Center has purchased four KOKUSAI DENKI SK-UHD7000-S2 cameras since 2024, with plans to add two more, a...

22/09/2026

Net Insight Appoints Christine Kjellvard as Interim CFO

Net Insight has announced that Christine Kjellvard will assume the role of interim Chief Financial Officer on November 1, 2026. Kjellvard has previously held in...

22/09/2026

Net Insight Launches Zyntai TimeNode Access PTP Grandmaster for Edge Sites

Net Insight has announced Zyntai TimeNode Access, a compact PTP Grandmaster designed for distributed edge sites. The product carries secure, precise time across...

22/09/2026

The Weight Explores the High Cost of Freedom in the Depression Era

Sam Hazeldine, Austin Amelio, Padraic McKinley, Julia Jones, and Ethan Hawke attend the premiere of The Weight at The Ray Theatre on January 26, 2026, in Park...

22/09/2026

Avalanche Tones introduce Noise Suite

Second high-gain tone plug-in released Following on from their debut release, Chainsaw Suite, Avalanche Tones have announced the launch of their second plug...

22/09/2026

LW6 wireless headphones from Lewitt Audio

Uncompressed audio with below 6ms of latency Lewitt's have just introduced their first pair of headphones which, despite being aimed primarily at studio...

22/09/2026

Neumann launch the KK 104 A & KK 105 A

Two new capsule heads for Sennheiser wireless systems Neumann have announced the upcoming launch of the KK 104 A and KK 105 A, a pair of new premium condens...

22/09/2026

Apogee Plugins Are Moving to Plugin Alliance

Apogee Plugins Are Moving to Plugin Alliance We're excited to share an important update about the future of Apogee plugins. Apogee plugins are moving to Pl...

22/09/2026

SipRadius honored with a Technology And Engineering Emmy...

Parkland, Florida, US, September 22, 2026: SipRadius, widely recognized for making content processing and connectivity secure and seamless, has been honored wit...

22/09/2026

VanityFilter 3.1.5 adds project files and adjustable protection around lips, brows and ears

VanityFilter 3.1.5 adds project files and adjustable protection around lips, bro...

22/09/2026

Chile's TV+ Modernizes Broadcast Operations with Blackmagic Design

Chile's TV Modernizes Broadcast Operations with Blackmagic Design Brie Clayton September 22, 2026 0 Comments URSA Broadcast G2 brings versatility...

22/09/2026

OWC Shares Sneak Peek at Amazon Prime Big Deal Days Pricing

OWC Shares Sneak Peek at Amazon Prime Big Deal Days Pricing Brie Clayton September 22, 2026 0 Comments Image courtesy of Deposit Photos Business and ...

22/09/2026

Berklee's First Homecoming Block Party Brings Alumni Home for Global Music Festival

Berklee's First Homecoming Block Party Brings Alumni Home for Global Music F...

22/09/2026

New TVU Pocket Offers Broadcast Features In Phone-Sized Unit

Share Copy link Facebook X Linkedin Bluesky Email...

22/09/2026

Operative Launches Unified Platform for Advertising and Broadcast Management

Share Copy link Facebook X Linkedin Bluesky Email...

22/09/2026

Element Launches New TiVo-Powered Smart TVs in the U.S.

Share Copy link Facebook X Linkedin Bluesky Email...

22/09/2026

NOAA Taps Tomorrow.io for Improved U.S. Weather Forecasts

Share Copy link Facebook X Linkedin Bluesky Email...