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.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
09/10/2026
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, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
29/09/2026
Oak View Group (OVG) has announced Cisco as an Official Technology Partner, with plans to standardize infrastructure across its venue network on Cisco solutions...
29/09/2026
SportsNet Pittsburgh (SNP) won three honors at the 2026 Mid-Atlantic Emmy Awards.
Program awards went to Bucs BP in the Sports Program Live category (produced ...
29/09/2026
The Professional Women's Hockey League has announced home openers for all 12 teams for the 2026-27 season, along with a broadcast partnership with CBC under...
29/09/2026
Manifold technologies has been recognized as a contributor to the Media eXchange...
29/09/2026
FuboTV has announced My Local Sports, allowing subscribers in select markets to add their local regional sports network (RSN) as an add-on to a Fubo Sports subs...
29/09/2026
Asian News International (ANI), a wire agency and video news provider based in India, has deployed Grass Valley's AMPP Media Operating System and Framelight...
29/09/2026
South African Broadcasting Corporation (SABC) has deployed Ikegami UHK-X600 cameras as part of an upgrade to IP-based production infrastructure. The deployment ...
29/09/2026
REMI, REMCO models will drive the bulk of the broadcaster's NHL productions ...
29/09/2026
Three years in, the facility is supporting more centralized race production, com...
29/09/2026
NBC, Peacock, and NBSN are carrying all four Wild Card series with a production ...
29/09/2026
19 Nonfiction Projects Across All Stages of Production to Receive More Than $1 million in Support as Documentary Film Program Approaches 25th Anniversary
LOS ...
29/09/2026
Two new plug-ins launch alongside updated bundles
Zynaptiq have just announced the launch of two new plug-ins, alongside new and improved versions of two of...
29/09/2026
All-in-one bus processor revealed
Wes Audio's ng product range has come a long way since it was first introduced, and now includes a tasty selection of ...
29/09/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Ikegami announces that the South African Broadcasting Corporation, SABC, has chosen Ikegami UHK-X600 camera systems as part of an advance to IP-based operation ...
29/09/2026
Blendkit Offers 20% Discount to Celebrate Crossing 150K Asset Milestone
Brie Clayton September 29, 2026
0 Comments
Blendkit, the largest 3D asset libr...
29/09/2026
Interactive streaming specialist Ease Live supported more than 76.5 million fan sessions across three major European media operators during this summers FIFA Wo...
29/09/2026
Ease Live has added support for VAST (Video Ad Serving Template) to its graphical overlay technology, opening up new ways for broadcasters, streamers and rights...
29/09/2026
Rise AV has announced the launch of the inaugural Rise AV Awards, a new global awards programme celebrating the women, advocates and organisations across the AV...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/09/2026
Clear-Com announced that First Baptist Nashville has upgraded its production communications with a Clear-Com intercom solution as part of a comprehensive sanct...
29/09/2026
Blackmagic Cinema Camera 6K Captured Action Shots for Sketch
Brie Clayton September 28, 2026
0 Comments
Camera's portable design and dynamic range...
29/09/2026
Kean Production Services Deploys AJA ColorBox to Deliver Consistent, Accurate Co...
29/09/2026
Berklee Alumni and Faculty Nominated for the 2026 Latin Grammy Awards A total of 28 Berklee alumni and faculty earned nominations across 20 categories this ye...
29/09/2026
Berklee's K-Pop & Beyond Explores Connections Between K-Pop and Hip-Hop Now in its fifth year, the series brings together artists, industry leaders, and s...
29/09/2026
We tend to think we live in a digital world, with hopes and fears around artificial intelligence (AI), quantum computing, data centres and the next big technolo...
29/09/2026
Today, in partnership with the American Academy of Pediatrics (AAP), Apple relea...
29/09/2026
Final Cut Camera, the professional filming app for iPhone, receives a major upda...
29/09/2026
RT lyric fm is proud to announce the annual Choirs for Christmas competition callout. Warm up those vocal chords and join us on RT lyric fm for a celebration ...
28/09/2026
The NHL has announced Adobe as an Official Creative, Marketing and AI Partner beginning with the 2026-27 season. The partnership will provide the league and its...
28/09/2026
MultiDyne will exhibit at CABSAT 2026 (October 5-7, Dubai Exhibition Centre), showcasing an expanded technology portfolio following its June 2026 acquisition of...
28/09/2026
ARRI and HONOR have announced the HONOR Magic9 Pro Max, a flagship smartphone carrying ARRI branding on the device and packaging as the first product-level expr...
28/09/2026
Net Insight has added the Nimbra 1020G to its pan-Asian live media trial network, giving customers and partners in the region a way to evaluate ST 2110 and JPEG...
28/09/2026
Vindral has been named a recipient of a 2026 Technology and Engineering Emmy Award by the National Academy of Television Arts and Sciences in the category of We...
28/09/2026
Interra Systems will exhibit at CABSAT 2026 (Stand B2-37, Dubai Exhibition Centre, October 5-7), demonstrating its BATON QC platform, ORION monitoring solutions...
28/09/2026
Two years into its new production facility, the TOUR is expanding centralized wo...
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.
