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 ...
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...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
19/08/2026
As the cost of IP nears price parity with traditional SDI, Reynolds argues that ...
19/08/2026
A private 5G bubble was chosen instead of traditional broadcast RF for the race ...
19/08/2026
(L-R) Rafael Manuel and Isabel Sicat attend the Filipi ana premiere during the 2026 Sundance Film Festival at The Ray Theatre on January 23, 2026, in Park Cit...
19/08/2026
Studio owners invited to have their say on rates cuts
The Music Producers Guild (MPG) are inviting UK-based studios to take part in an in-depth survey that ...
19/08/2026
Vintage-inspired desktop interface revealed
Harrison's latest hardware offering sees them head into the world of audio interfaces, delivering a 10-in/12...
19/08/2026
Granular effect remains locked to scale and tempo
Described as your dream granular effect , Minimal Audio's latest creation is capable of turning any s...
19/08/2026
First polyphonic SWAM instrument incoming
Audio Modeling's latest physical-modelling orchestral instrument is just around the corner, and is now availab...
19/08/2026
World Cup Games Generate 84 Billion Minutes Across FOX, Fox Sports 1 and NBCU...
19/08/2026
July brought typical peak-holiday drops in viewership, driven primarily by viewers stepping away from screens and a visible decline in reach across both traditi...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Henry joins BCE as the company accelerates its commercial strategy and expands its international presence across the media, broadcast and technology markets. He...
19/08/2026
iWedia, a leading provider of software solutions for connected TV devices, today announced a major milestone in Android platform optimization with the successfu...
19/08/2026
NTP Technology announces that ST 2110-30 audio-over-IP connectivity with AES67 and RAVENNA capabilities is now available for the brand's world-class audio i...
19/08/2026
Net Insight has been selected to provide its Nimbra platform by the service provider Big Blue Marble, formerly ORS Group, as the core media transport solution f...
19/08/2026
LiveU has supported Coventry City FC and several other top-flight UK football clubs through one of their most demanding live production challenges of the year, ...
19/08/2026
Nature Seekers Documentary Shot with Blackmagic URSA Cine 12K LF
Brie Clayton August 18, 2026
0 Comments
Filming endangered turtles required camera...
19/08/2026
Neyrinck Brings D-Control Consoles Back to Life on Apple Silicon with D-Control ...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/08/2026
Riedel Communications today announced that Edith Cowan University (ECU) in Perth, Australia, implemented a comprehensive communications infrastructure that brin...
19/08/2026
QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, will spotlight a major leap forward in remote guest con...
19/08/2026
Integrated platform melds media asset management, playout automation and newsroom workflows
EMAM, PlayBox Neo and SNEWS have officially launched Nuvex, a conne...
19/08/2026
Screen Australia releases the Private Investment Toolkit to strengthen screen in...
19/08/2026
Do Aussies truly value local content? Unpacking Screen Currency 2026 with Deirdr...
19/08/2026
There's an early Christmas gift for Bookish fans, as UKTV confirms the re-commission of the hit U&alibi drama, created by and starring Mark Gatiss. Viewers ...
19/08/2026
Wednesday 19 August 2026
Sky gives sports fans the chance to watch multiple liv...
19/08/2026
On Saturday September 5 Katie Taylor will step into the ring for the fight of her life against Flora Pili in front of 80,000 fans in Croke Park. A legendary fig...
18/08/2026
SportStream 2026, a free three-day virtual event, will take place September 15-17. One registration provides access to all three days of live programming and on...
18/08/2026
BeckTV will introduce BeckFlow to the European market at IBC2026, demonstrated on the Providius stand (10.F53).
BeckFlow is a web-based schematic documentation...
18/08/2026
Boland Communications will introduce a SMPTE ST 2110 input option for its 4K monitors at IBC2026, along with a new 55-inch super-narrow bezel display for video ...
18/08/2026
Dolby Laboratories and the Seattle Seahawks have announced a partnership integrating Dolby OptiView into the Seahawks' live streaming coverage, making the S...
18/08/2026
For BMG Executive Producer of Sports Production, Graham Taylor, producing live s...
18/08/2026
TMRW Sports has appointed Rufus Hack as President of Golf, a newly created role in which he will lead the company's golf businesses including TGL presented ...
18/08/2026
SMT will provide race technology for FOX Sports' coverage of the Freedom 250 Grand Prix of Washington, D.C. on August 23, when the NTT INDYCAR SERIES races ...
18/08/2026
The live, YouTube-native roundtables combine fan voices, credentialed reporters,...
18/08/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
18/08/2026
The industry legend sounds off on replacing the Heat's iconic Medusa score...
18/08/2026
William F. Rasmussen, the sports fan-turned broadcaster and entrepreneur whose out-of-the-box idea of a 24-hour cable sports network, ESPN, changed forever the ...
18/08/2026
DAZN Group has completed its acquisition of ViewLift, a provider of streaming and digital solutions for sports content owners. The acquisition was first announc...
18/08/2026
The American Association of Professional Baseball (AAPB) has added SI TV, Sports Illustrated's 24/7 streaming channel, as a broadcast partner for the remain...
18/08/2026
The Esports Foundation has announced that the inaugural Esports Nations Cup (ENC), originally scheduled for November 2026 in Riyadh, will be postponed to Novemb...
18/08/2026
Diversified has announced a new Global Managed Services Practice, consolidating the company's managed services capabilities into one organization. Rob Mello...
18/08/2026
Appear has completed a proof of concept with Thoroughbred Racing Productions (TRP), demonstrating multi-camera remote live production over bonded 5G cellular an...
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.
